International Conference on Applications and Techniques in Cyber Intelligence ATCI 2019

Name: International Conference on Applications and Techniques in Cyber Intelligence ATCI 2019 | Applications and Techniques in Cyber Intelligence
Brand: Springer
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Applications and Techniques in Cyber Intelligence

Jemal H. Abawajy Kim-Kwang Raymond Choo Rafiqul Islam Zheng Xu Mohammed Atiquzzaman(Editor)

Springer (Publisher)

1st Edition

Published on 31. July 2019

XXXII, 2132 pages

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978-3-030-25128-4 (ISBN)

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Content

Intro
Foreword
Organization
General Chairs
Honor Chair
Program Chairs
Publication Chairs
Publicity Chairs
Local Organizing Chairs
Program Committee Members
Contents
Cultivation System of Innovative Talents in Ship and Ocean Engineering Complex Engineering
Abstract
1 Introduction
2 Necessity of Training Scientific and Technological Innovation Ability of Ship and Ocean Engineering Professionals
3 Current Status of Scientific and Technological Innovation Activities for Ship and Ocean Engineering Professionals
3.1 Students are Less Aware of Their Participation in Science and Technology Innovation Activities
3.2 Student's Participation in Science and Technology Innovation Activities is Not Extensive, and the Enthusiasm for Participation is Not High
3.3 The Teacher's Guiding Role is Not Fully Utilized
3.4 The Influence of Employment Characteristics of the Ship and Ocean Engineering Profession and the Employment Standards of Enterprises on College Students
4 Target Orientation of Training Professionals in Ship and Ocean Engineering
5 Capabilities of Ship and Ocean Engineering Professionals
6 Discussion on the Training Mode of Innovative Talents in Ship and Ocean Engineering
6.1 Clarify Professional Development Positioning
6.2 Faculty Construction
6.3 Optimize Theory Teaching System
7 Summary
Acknowledgments
References
Preparation of Multifunctional Nano-composite and Its Application to Latent Fingermarks
Abstract
1 Material Selection and Research Methods
1.1 Selection of Reagents and Instruments
1.2 Synthesis of Magnetism-Fluorescent Fe3O44@Pt@PE Nano-composites (Nanoeggs)
1.2.1 Synthesis of the Platinum Nano-particles (Pt NPs)
1.2.2 Synthesis of PEI-Fe3O4
1.2.3 Preparation of Fe3O4@Pt
1.2.4 Combination of Fluorescent Phycoerythrin (PE)
1.3 Surface Characteristics of Fe3O4@Pt@PE
1.4 Revealing Latent Fingermarks
2 Results
2.1 Intensity of Fe3O4@Pt@PE
2.2 Fluorescence of Fe3O4@Pt@PE
2.3 Effect of Latent Fingermarks
3 Conclusion
Acknowledgments
References
The Application of Industrial Robot Technology in the Teaching of Applied Undergraduate Colleges and Universities
Abstract
1 Introduction
2 Dynamics Analysis of Industrial Robot
2.1 Establishment of Industrial Robot Dynamics Model
2.2 Dynamics Equation Structure of Vertical Arm
3 Establishment of Training Hardware System
3.1 Establishment of Module
3.2 Construction of Training System
3.3 Settings of Relevant Parameters
4 Path Generation, Simulation and Practice
5 Conclusion
Acknowledgements
References
Modeling and Simulation of Proximity Explosion Damage Probability for Anti-radiation Missile Laser Fuze
Abstract
1 Basic Idea of "Overfly Proximity Explosion" [2]
2 The Spread of Missile Explosion Points
3 Damage Calculation Model of Ground Radar Targets
3.1 Model Assumptions [4]
3.2 Target Model
3.3 The Equation of Terminal Ballistic
3.4 Damage Conditions of Overfly Proximity Explosion
4 Simulation and Analysis
5 Conclusion
References
Analysis and Research on Distance Transmission Characteristics of Electric Vehicle EPRT System
Abstract
1 Introduction
2 Factors Affecting Transmission Distance of Electric Vehicle EPRT System
2.1 Coil Frequency Influence on System Transmission Distance
2.2 Effect of Coil Diameter on Transmission Distance
2.3 The Influence of Capacitance Parameters on Transmission Distance
3 Relationship Between Vertical and Vertical Spacing and Energy Transmission Efficiency of Primary and Secondary Coils
3.1 Vertical Distance Characteristic Mathematical Model
4 Conclusion
References
Data Mining and Association Analysis of Irrational Use of Antibiotics in Outpatient Data of New Cooperative Medical System
Abstract
1 Introduction
1.1 Data Situation
1.2 Statistics on Antibiotic Use
2 Association Analysis of Antibiotics Combined Drugs
3 Problem Solving
Acknowledgments
References
Evaluation Index System of High-Quality Energy Development
Abstract
1 Introduction
2 The Dimension of High-Quality Energy Development
2.1 Innovation Ability
2.2 Marketization Level
2.3 Industry Efficiency
2.4 Consumption Structure
2.5 Production Structure
2.6 Ecological Environment
2.7 Safety and Reliability
3 The Dimension of the Development of High-Quality Economy Driven by Energy's Promotion
3.1 Technology Spillover Effect
3.2 Regional Spillover Effects
3.3 Economic and Social Spillover Effects
3.4 Energy Investment Spillover Effect
3.5 Inter-industry Spillover Effects
4 Recommendations
Acknowledgement
References
Design of Smoke Detection Algorithm Based on UV Spectroscopy
Abstract
1 Introduction
2 The Principle and Computational Procedure of Iterative Algorithms
2.1 Algorithm Principle
2.2 Algorithm Steps
3 Algorithm Verification
3.1 Calculating the Concentrations of SO2 and NO2
3.2 Calculating the Gas Concentrations of NO and NH3
3.3 Absorption Spectroscopy of Elemental Gas and Zero Gas
3.4 Data Verification
4 Conclusion
Acknowledgments
References
Coordinated Development of Leisure Sports Industry and Urban Culture Under the Concept of "Casual City"
Abstract
1 Introduction
2 The Modern Value of the Leisure Sports Industry
2.1 Improve People's Health and Enrich People's Entertainment Life
2.2 Promote Economic Development
3 Leisure Sports Industry Scale Analysis
4 Leisure Sports Industry and Its Development in the "Leisure City" Horizon
4.1 Correlation Analysis of Leisure Sports Market Consumption and Sports Industry Development Under the New Economic Normal
4.2 Current Status and Trends of Leisure Sports Development in China
5 "Leisure City" Construction of Leisure Sports Industry Function Expansion Path
5.1 Actively Build Urban Leisure Sports Space with the Concept of "Humanistic Care"
5.2 Mainly Featured Culture, Especially Creative Sports Culture with Chinese Characteristics and Regional Characteristics and Its Sports Products
5.3 Promote the Integration of Leisure Sports Industry with Other Industries with the Concept of "Big Culture"
6 Conclusion
Acknowledgments
References
Quality Evaluation Research Based on Electronic Journals Published on Internet
Abstract
1 Introduction
2 Problem Description and Linguistic Evaluation Basis
2.1 Problem Description
2.2 Relevant Concepts of Linguistic Evaluation
2.2.1 Linguistic Term
2.3 Basic Linguistic Term Set (BLTS)
2.3.1 2-Tuple
3 Aggregation Method
3.1 Calculation of Comprehensive Evaluation Value
3.2 The Allocation of Ranking and Grading of Schemes
4 Analysis of Examples
5 Conclusions
Acknowledgments
References
A New Type Building Fire Protection Facility Monitoring System
Abstract
1 Background Introduction
2 A New Type of Building Fire Protection Facility Monitoring System
2.1 A New Type of Building Fire Protection Facilities Monitoring System Composition Diagram
2.2 A New Type of Construction Fire Protection Facility Monitoring System Implementation
3 The Data Flow that Fire Control Room Graphic Display Device Uploads the Relative Position of the Building Fire Protection Facility
4 The Flow that Monitoring Center Automatically Marks the Building Fire Protection Facilities
5 Conclusion
Acknowledgments
References
On Translating Internet Neologisms from Chinese to English
Abstract
1 Introduction
1.1 Definition of Internet Neologisms
1.2 Reasons for Internet Neologisms' Appearance
1.3 Features of Internet Neologisms
2 Theoretical Framework
2.1 General Introduction of Newmark's Translation Theory
2.2 Newmark's Text-Types
2.3 Principles of Translating Internet Neologisms on Newmark's Theory
3 Methods in Translating Internet Neologisms from Chinese to English
3.1 Literal Translation
3.2 Literal Translation with Explanation
3.3 Transliteration with Explanation
3.4 Free Translation
4 Conclusion
References
On the Reader Service of the Intelligent Library in Universities
Abstract
1 Introduction
2 The Meaning of Intelligent Libraries
2.1 Definition of Intelligent Libraries
2.2 Humanism Concept of Intelligent Libraries
2.3 Trends of Intelligent Libraries
3 Reader Service Research
3.1 Role of Readers
3.2 Embodying the Reader Service
3.3 Users of Reader Service
3.4 Concept of Reader Services in Intelligent Libraries
4 Problems in Reader Service
4.1 Basic Resource Condition of Chinese University Library
4.2 Overall Literacy of Librarians Needs to be Improved
4.3 Inadequate Intelligent Reader Service Capacity
5 Measures to Improve the Intelligent Reader Service
5.1 Increasing Readers' Participation
5.2 Expanding Channels of Funding
5.3 Extending the Library Space
5.4 Establishing Special Collection
5.5 Protecting the Reader's Privacy
6 Conclusion
Acknowledgement
References
Fast Calculation Method of Video Saliency Based on Temporal and Spatial Edge-Preserving Filter
Abstract
1 Introduction
2 Video Saliency Calculation Method Based on Temporal and Spatial Domain
2.1 Appearance and Motion Features
2.2 Temporal and Spatial Edge-Preserving Filter
2.3 Calculation of Video Saliency
3 Experimental Results and Analysis
3.1 Setting of Main Parameters and Introduction of Data Sets
3.2 Quantitative Analysis
3.3 Analysis of Components
4 Conclusions
References
Feature Extraction for Eye Movement Video Data
Abstract
1 Introduction
2 Methods for Feature Extraction
2.1 Video-Frame Preprocessing
2.2 Circle Hough Transform
2.3 Douglas-Peucker Algorithm
3 Experiment
3.1 Data and Equipment
3.2 Feature Extraction
3.3 Results and Analysis
4 Conclusions and Future Work
Acknowledgments
References
Initial Path Optimization of Equal Residual Height Algorithms Based on Ring Cutter Five-Axis Milling
Abstract
1 Introduction
2 Theoretical Basis
3 Optimizing the First Path in the Equal Residual Height Algorithms
4 Case Simulation and Analysis
4.1 Determination of Tool Path
4.2 Parameter Comparison
4.3 Speed and Acceleration
5 Conclusion
References
Design of Intelligent Billet Furnace-NO Separation System Based on Model Free Adaptive Control Theory
Abstract
1 Introduction
2 Overall Design
3 Concrete Realization
4 Conclusion
References
Feature Extraction of Dwarf Nova with Convolution Operation
Abstract
1 Introduction
2 The One-Dimensional Convolutional Neural Network
3 Spectral Convolution Feature Extraction
4 Conclusion
Acknowledgments
References
Optimized Grid Resource Allocation and Task Scheduling Strategy
Abstract
1 Introduction
2 Existing Research Work
2.1 Short Job Priority Scheduling Algorithm (SJP)
2.2 First Come First Served Scheduling Algorithm (FCFS)
2.3 Load Balancing Scheduling Algorithm (LBS)
2.4 Ant Scheduling Algorithm (ASA)
2.5 Genetic Algorithm (GA)
3 Resource Allocation and Scheduling Strategy
3.1 Grid Scheduling Framework
3.2 Scheduling Model
3.3 Scheduling Algorithm Design
4 Simulation
5 Summary
Acknowledgements
References
Oral English Flipped Teaching in China Based on Cloud Class
Abstract
1 Introduction
2 The Present Research on Flipped English Teaching in China
3 The Combination of Cloud Class and Oral English Flipped Class
3.1 The Construction of Cloud Class
3.2 Designing Flipped Classroom Teaching Model of Chinese Oral English Based on Cloud Class
4 Empirical Research
4.1 Research Purposes
4.2 Research Object
4.3 Data Collection
4.4 Result Analysis
4.5 Research Conclusions
5 Conclusion
Acknowledgments
References
Application of Confucian "Trust" Management-Yonghui as an Example
Abstract
1 "Honest" "Letter"
1.1 "Sincerity"
1.2 "Letter"
1.3 Integrity
2 The Role of Integrity in Modern Enterprises
2.1 Integrity Management
2.2 The Role of Integrity Management
3 The Integrity of Yonghui
4 The Questionnaire Analysis
4.1 Gender Composition of Respondents
4.2 Age Composition of Respondents
4.3 Respondents' Satisfaction with the Quality of Yonghui Supermarket
4.4 Respondents' Satisfaction with the Commodity Price of Yonghui Supermarket
4.5 Whether the Respondent Bought the Expired or Fake Products in Yonghui Supermarket
4.6 Respondents Returning Goods for Replacement
4.7 Respondents' Satisfaction with After-Sales Service
4.8 The Overall Impression of the Respondents on Yonghui Supermarket
5 Conclusion
Acknowledgments
References
Design of Urban Intelligent Parking Service System Based on Intelligent Travel
Abstract
1 Analysis of Current Intelligent Navigation Software
2 Augmented Reality Technology
2.1 Concept and Technical Basis
2.2 Application Area
3 Design Conception for Parking Spot Search Service Based on Augmented Reality Technology
3.1 Space Digitization
3.2 User Demands
3.3 Usage Behavior
3.4 Interface Information
4 Application of Augmented Reality Technology-with the Design of Parking Spot Service Provided by Wuhan Citizens Home as Example
4.1 Status Quo Description of the Parking Lot of Wuhan Citizens Home
4.2 Procedure Design
4.3 Interface Design
5 Conclusion
Acknowledgments
References
Analysis of Emotional Education in Middle School Geography Teaching
Abstract
1 Introduction
2 The Concept and Current Situation of Emotional Education in Geography Teaching in Middle Schools
2.1 Concept
2.2 Respondent
2.3 Analysis of Survey Results
3 Problems in Emotional Education in Geography Teaching
3.1 Students' Interest in Geography Needs to Be Stimulated
3.2 Teachers Do not Dig Deep Enough for Emotional Education in Geography Textbooks
3.3 The Way of Teaching Evaluation Tends to Neglect Students' Emotional Experience
4 Implementing Strategy of Emotional Education in Geography Teaching
4.1 Arousing Students' Interest in Geography Learning and Developing Geographic Emotion
4.2 Teachers Should Fully Tap the Emotional Factors of Teaching Materials
4.3 Combining with the Traditional Evaluation Methods, the Implementation of Multi-evaluation
Acknowledgments
References
Improvement and Empirical Study of K-Means Clustering Algorithm Based on Chinese Retrieval
Abstract
1 Text Feature Space Construction
1.1 Feature Word Selection
1.2 Influence of Sparse Feature Words on Clustering
1.3 Constructing a Text Feature Space
2 Selection of Initial Cluster Center and Determination of the Number of Clusters
3 Improvement of Feature Weights
4 Selection of Measurement Formula
5 Cluster Centroid Update
6 Cluster Label Extraction
7 Experimental Verification
7.1 Experimental Data
7.2 Experimental Results
7.3 K-Means Experimental Results Analysis
Acknowledgments
References
Innovative Design of Self-service Car Wash Service System
Abstract
1 Sharing Economy in China
2 Analysis of the Development Trend of Self-service Industry in China
2.1 Adjustment of Constant-Dew-Point, Constant-Air-Volume and Changing Supply-Air-State
2.2 Policy Orientation
2.3 High-Tech Technology Development
2.4 Increased User Acceptance
3 Traditional Car Washing
4 Feasibility Analysis of Self-service Car Washing Mode
5 Design Analysis
6 Design Concept
6.1 Public Self-service Car Wash System App
6.2 Design Examples
7 Conclusion
Acknowledgments
References
Application of Special Effect Technology in Late Synthesis
Abstract
1 Introduction
1.1 Post-production Technology
1.2 The Application of Special Effects in Post-production of Films and Television
2 Functions of Post-production Software
3 Post-production with Fixed Format
4 Summary
References
Development of Post-production Synthesis Technology
Abstract
1 Introduction
2 Overview of Film and Television Post Production
2.1 Film and Television Program Post Production
2.2 Traditional Post Production
2.3 Today's Post Production
2.4 Future Trends in the Development of Film and Television Post-production Technology
3 Film and Television Synthesis Technology Operation
3.1 School Color
3.2 Geometric Transformation
3.3 Filter
3.4 Image Synthesis
4 Development of Post-production Technology in Film and Television
4.1 Technology Cross-Platform Development
4.2 Rich Technical Support Formats
4.3 Improve the Openness of Technology
4.4 Quality Improvement of Technical Talents
5 Summary
References
An Improved Chicken Swarm Optimization for TSP
Abstract
1 Introduction
2 Introduction to Algorithm
2.1 The Description of Rooster's Behavior
2.2 The Description of Hen's Behavior
2.3 The Description of Chicken's Behavior
3 Solution to TSP Based on Improved Chicken Swarm Optimization
3.1 Algorithm Coding
3.2 Optimization Operator
3.2.1 2-Opt Operator with Neighborhood
3.2.2 Simulated Annealing Operator
3.2.3 Self-exploration Operator
3.2.4 The Moving Strategy of Chicken Swarm
3.3 Specific Design Scheme Based on Improved Chicken Swarm Optimization
4 Experiments and Analysis
5 Conclusions and Summary
Acknowledgment
References
Application Scenario of Artificial Intelligence Technology in Higher Education
Abstract
1 Introduction
2 Development of Artificial Intelligence Technology
3 The Overall Framework Design of Integration of AI and Higher Education
4 Research on the Application Scenario of AI in Higher Education
4.1 Application of Augmented Virtual Reality Technology in Practical Teaching Scene
4.2 AI Realizes Self-adaptive Individual Learning Model
4.3 AI Achieves Assistant Education Teaching + Precision Analysis and Evaluation
4.4 AI Builds Smart Cloud School and One-Stop Platform University
4.5 AI Leads the Hybrid in-Depth Learning Model
5 Conclusion
References
Analysis on the Causes of Safety Risks About Food of Purchasing Online
Abstract
1 Online Shopping Food Has Certain Security Risks, It's Concrete Manifestation Is
1.1 Online Shopping Food Quality and Safety Is Difficult to Guarantee
1.2 The Lack of Credit of Some Online Food Salers
1.3 Part of Foods Flood the Online Sales Platform Without Chinese Factory Name, Chinese Factory Site, Telephone Number, License Number, Product Logo, Production Date, Chinese Product Instructions etc.
1.4 Technical Fault and Non-standard Management of Online Food Sales Platform
1.5 Fake and Shoddy Foods Are Rampant
1.6 The Operation and Service of Logistics and Express Delivery Enterprises Are not Standardized
1.7 It Is Difficult for Online Food Consumers to Defend Their Rights
2 Conclusion
Acknowledgements
References
Face Fatigue Detection Method Based on MTCNN and Machine Vision
Abstract
1 Introduction
2 Facial Fatigue Detection with MTCNN and Machine Vision
2.1 Facial Key Point Localization
2.2 Facial Feature Extraction
2.3 Fatigue Degree Detection
2.4 Experimental Results and Analysis
3 Conclusion
References
English Translation Model Design Based on Neural Network
Abstract
1 Introduction
2 Machine Translation Based on Statistical Principle
3 Neural Network Model
4 Translation Model Based on Recursive Recurrent Neural Network
4.1 Reproduce Neural Networks
4.2 Recurrent Neural Network
4.3 Recursive Recurrent Neural Network
4.4 Experimental Results
5 Conclusion
References
An Emergency Resource Allocation Method Based on Supernetwork for Urban Disaster
Abstract
1 Introduction
2 Supernetwork Structure of Urban Natural Disaster Emergency Resource Allocation
3 Urban Natural Disaster Emergency Logistics Supernetwork Model
3.1 Model Assumptions
3.2 Model Construction
3.3 Model Conversion and Equilibrium Conditions
3.4 Model Solving
4 Case Analysis
4.1 Case Introduction
4.2 Solution of Optimal Scheduling Scheme
4.3 Sensitivity Analysis
5 Conclusion
Acknowledgement
References
Risk Assessment of Ad Hoc Based on Game Theory
Abstract
1 Introduction
2 Game Theory Evaluation Model of Ad Hoc (AGM)
2.1 Game Model Description
2.2 Players and Strategies
2.3 Node Weight
2.4 Utility Function
3 Risk Assessment
3.1 The Solution Algorithm of Nash Equilibrium
3.2 Risk Assessment Algorithm
4 Simulation and Analysis
4.1 Experimental Data
4.2 Analysis
4.3 Compare with Other Models
5 Conclusion
Acknowledgments
References
Collaborative Mechanism of Shipping Logistics Supply Chain Based on Improved Genetic Algorithm
Abstract
1 Introduction
2 Collaborative Mechanism of Shipping Logistics Supply Chain Based on Cooperative Game
3 Synergistic Influencing Factors of Shipping Logistics Supply Chain Workshop Air Conditioning System Model
4 Optimization of Port Supply Chain Enterprises Based on Genetic Algorithm
4.1 Assumptions
4.2 Symbolic Design
4.3 Objective Function
4.4 Model Solving
5 Simulation
6 Conclusion
Acknowledgments
References
An Improved Chinese Search Engine Lingo Search Clustering Algorithm
Abstract
1 Introduction
2 Lingo Algorithm Analysis
3 Improved Feature Selection and Feature Weights
4 Label Extraction and Document Clustering
5 Algorithm Steps
6 Experimental Verification
7 Analysis of Experimental Results
Acknowledgments
References
Design of Mushroom Humidity Monitoring System Based on NB-IoT
Abstract
1 Introduction
2 System Design and Development
2.1 System Overall Structure
2.2 Humidity Monitoring Node Design
2.3 Design of Remote Management Platform
3 Data Processing
3.1 Elimination of Abnormal Data
3.2 Mean Filtering
4 Test Results and Analysis
4.1 Performance Test of Humidity Monitoring Node
4.2 Field Data Acquisition
5 Conclusion
Acknowledgments
References
Design and Implement of HPC Simulation Cloud Platform for Automobile Industry
Abstract
1 Introduction
2 Research Status and Trends at Home and Abroad
2.1 High Performance Computing
2.2 Simulation Cloud
3 Architecture Designing of High Performance Simulation Cloud Platform
3.1 Architecture
3.2 Benefits of the Cloud Platform
4 Key Technologies
4.1 Design of Job Submission
4.2 Control of Job Status
5 HPC Simulation Cloud Platform for Automobile Industry
5.1 Main Steps of HPC Programming
5.2 Architecture of HPC Simulation Cloud Platform for Automobile Industry
6 Summary and Prospect
References
Analysis and Simulation of Maximum Power Point Tracking for Photovoltaic Power Generation
Abstract
1 Introduction
2 Solar Photovoltaic Power Generation Overview
3 MPPT Principle and Commonly Used Method
4 Simulation of MPPT
5 Conclusion
Acknowledgments
References
The Trajectory Tracking Method of Intelligent Vehicle Based on Optimality Control
Abstract
1 Introduction
2 Trajectory Tracking Algorithm
2.1 Vehicle Model
2.2 Error Model
2.3 Design of Speed Adaptive Linear Quadratic Optimal Control Controller
3 Simulation Analysis
4 Experimental Verification
4.1 Experimental Platform
4.2 Analysis of Experimental Data
5 Conclusion
References
Attack Net Modeling Method for Mobile Ad Hoc Network
Abstract
1 Introduction
2 Mobile Ad Hoc Network Attack
3 Basic Attack Net Model
3.1 Introduction to Petri Network
3.2 Attack Net Model
4 Attack Net Improvement
4.1 Major Improvements to the Attack Net
4.2 Selection of Evaluation Indicators
5 Modeling Analysis and Evaluation of Black Hole Attack
5.1 Aggressive Behavior Analysis
5.2 Defense Behavior Analysis
5.3 Attack Modeling and Analysis
6 In Conclusion
References
Game Analysis on Enterprise Performing Social Responsibility
Abstract
1 Introduction
2 The Corporate Social Responsibility to Assume the External Drive
3 Corporate Social Responsibility to Undertake the Internal Drive
4 Corporate Social Responsibility and Manager Adverse Selection
5 Conclusion
Acknowledgments
References
Training Strategy of E-Commerce Innovation and Entrepreneur Talents
Abstract
1 Introduction
2 The Status Quo of E-Commerce Innovation and Entrepreneurial Talent Training Under the Background of "Internet+"
2.1 The Importance of Entrepreneurial Innovation in the Internet+ Environment
2.2 The Status Quo of College Education
2.3 The Proportion of Gender in College Entrepreneurship Innovation
3 Problems in the Training of E-Commerce Dual-Creation Talents
3.1 The Curriculum of Innovation and Entrepreneurship Education Is Out of Touch with the Times
3.2 Lack of Experienced Teachers
3.3 The Teacher's Method Is Simple, and the Teaching Mode Is not Novel Enough
3.4 The Weakness of the Concept of Innovation and Entrepreneurship Education
3.5 College Students Lack of Innovation and Entrepreneurial Ability
4 E-Commerce Innovation and Entrepreneurship Talent Training Strategy
4.1 Government Dimensions Implementation Measures and Policies
4.2 College Provides Help and Support
4.3 Improve Self-innovation and Entrepreneurship
5 Summary
References
Foam Flotation Modeling Method Based on Complex Events
Abstract
1 Introduction
2 Related Research
2.1 Basic Concepts
2.2 Complex Event Processing
2.3 Research Purposes
3 Complex Event Processing Modeling Based on Petri Net
3.1 Petri Net
3.2 Event Mode Based on Froth Flotation
3.3 Complex Event Model Based on Petri Net
4 Experimental Analysis
4.1 Experimental Setup
4.2 Analysis of Experimental Results
5 Conclusion
Acknowledgments
References
Research into Optimization Strategies for the Rural Logistics Network-Taking Yangxin County for Example
Abstract
1 Introduction
2 Literature Review
3 Status of Yangxin County's Rural Logistics Network
3.1 Traffic Logistics Operation Network
3.2 Supply and Marketing Logistics Cooperative Network
3.3 Postal Service and Express Delivery Logistics Operation Network
4 The Problems of Rural Logistics Network in Yangxin County
4.1 Incompleteness of the Rural Logistics Network System
4.2 Slow Development of Subjects on the Rural Logistics Market
4.3 Inefficient Rural Logistics Transportation and Incomplete Industrial Organizational Models
4.4 Low Informationalization of the Rural Logistics Network
5 Optimization Strategies for Yangxin County's Rural Logistics Network
5.1 Improvement of the "County-Town-Village" Three-Level Logistics Network System Construction
5.2 Optimization of the Rural Logistics Transport Organizational Modes
5.3 Fostering of Rural Logistics Market Subjects
5.4 Acceleration of Rural Logistics Informationalization Construction
6 Conclusions
Acknowledgment
References
Differential Pricing Strategy and Coordination Mechanism of Retailer-Led Closed-Loop Supply Chain Under Multi-disturbance
Abstract
1 Introduction
2 Model Description and Basic Assumptions
3 Decentralized Decision Model and Coordination Mechanism Under Steady State
4 Numerical Analysis
4.1 Numerical Analysis of CLSC Under Steady State
5 Conclusions
Acknowledgement
References
Transmission Path of Intangible Cultural Heritage Under Digital Technology
Abstract
1 Introduction
2 Integration of Digital Technology into the Path of Intangible Cultural Heritage
2.1 Virtual Propagation Using 3D Technology
2.2 Using Virtual Visualization Technology to Reproduce Communication
2.3 Interactive Propagation Using AR and VR Technologies
2.4 Using Internet Technology to Achieve Network Communication
2.5 Using Topic Map Technology to Build Data Sharing Communication
3 The Significance of Digital Technology into the Spread of Intangible Cultural Heritage
3.1 Cultural Significance
3.2 Communication Significance
3.3 Economic Significance
3.4 Development Significance
4 The Integration of Digital Technology into the Dissemination of ICH
4.1 Digitization of Inheritance Protection
4.2 Three-Dimensional Distribution Channels
4.3 Interaction of Communication Modes
4.4 Diversification of Content
4.5 Diversification of Presentation Methods
5 Conclusion
Acknowledgments
References
MicroBlog Community Massive Information Mining and Monitoring System-Overall Architecture and Radar Subsystem
Abstract
1 Introduction
2 Characteristics of MicroBlog Community
2.1 Large Amount of Information and Fast Update Speed
2.2 Broad Subject and Fast Dissemination Speed
2.3 Short Language and Various Expressions
2.4 Group Incidents Are Prone to Be Triggered and Their Causes Are Complex
3 System Overview
3.1 Function Introduction
3.2 Overall Framework
3.2.1 System Composition
3.2.2 System Flow
3.2.3 System Principle
3.3 MicroBlog Information Data Flow
3.4 Lexicon Framework
3.4.1 Filtering Lexicon
3.4.2 Word Segmentation Lexicon
3.4.3 Feature Word Lexicon
3.4.4 Similar Clustering Lexicon
3.4.5 Intelligent Classification Lexicon
4 MicroBlog Community Radar Subsystem Prototype
4.1 Functional Structure of MicroBlog Community Radar Subsystem
4.2 Process Design
5 Conclusions
Acknowledgements
References
Impact of Bundled Price Presentation the Online Consumers' Impulsive Buyer Behavior - Empirical Analysis Based on Variance Analysis
Abstract
1 Introduction
1.1 Background
1.2 Significance
2 Relevant Theories and Literature Review
2.1 Research Overview of Bundled Pricing Strategy
2.2 Research Overview of Impulsive Buying
2.2.1 The Definition of Impulsive Buying
2.2.2 Influencing Factors of Impulse Buying
2.2.3 Literature Review
3 Research Model and Hypothesis
3.1 Research Model
3.2 Research Hypothesis
4 Questionnaire Design
4.1 Definition of Research Objects
4.2 Questionnaire Design
4.3 Research Methods
5 Statistical Analysis of Questionnaire Data
5.1 Demographic Analysis
5.2 Binding Price Satisfaction Analysis
5.3 The Presentation Mode of Bundled Prices: One-Way Analysis of Variance
5.4 Single-Factor Analysis of Variance of Female Consumers' Impulsive Buying Behavior
5.5 One-Way Analysis of Variance of Male Consumers' Impulsive Buying Behavior
5.6 Comparative Analysis of Overall Data and Individual Data
6 Research Summary
6.1 Consumers' Impulsive Buying Behavior
6.2 The Presentation Mode of Bundle Price Has a Significant Impact on Impulsive Purchase of Different Consumers
6.3 Female Consumers Are More Likely to Make Impulsive Purchases Than Male Consumers
7 Give Enterprises Relevant Marketing Suggestions
8 Conclusion
References
Computer Aided Product Development and Design Based on Information Technology
Abstract
1 Introduction
2 Early Ceramic Product Design Process
3 Product Development Process in the Context of Information
3.1 In the Concept Development and Product Planning Stage
3.2 Detailed Design Stage
3.3 Stage of Small-Scale Production
3.4 The Final Stage of Development Is Incremental Production
4 Innovative Design Process Practice
4.1 Data Collection
4.2 Solid Modeling
4.3 Formal Appearance Refinement Design
4.4 Optimized According to Production Requirements
5 Conclusion
References
Application of MFCA to Improve the Yield of the FCCL Procedures
Abstract
1 Introduction
1.1 Research Background and Motives
1.2 Research Purpose
2 Literature Review
2.1 Material Flow Cost Accounting
2.1.1 Definition
2.1.2 Principles and Concepts
2.1.3 Differences from Traditional Accounting
3 Research Method
4 Empirical Analysis
4.1 Company in Case Study
4.2 MFCA Analysis
4.2.1 Quantity Centers
4.2.2 MFCA Calculation and Analysis
5 Conclusions and Suggestions
5.1 Conclusions
5.2 Suggestions and Applications
References
Electromagnetic Characteristics Analysis and AC Loss Evaluation of HTS Tapes Based on H-Formulation
Abstract
1 Introduction
2 Numerical Model
2.1 Governing Equation
3 Electromagnetic Characteristics Analysis
3.1 Current Distribution
3.2 Filed Distribution
4 AC Loss Evaluation
4.1 AC Loss at Different Fields
4.2 AC Loss at Different Transport Currents
4.3 AC Loss at a Complex Situation
5 Conclusion
References
Early Warning System for Financial Risks in the Real Estate Market of China on the Basis of BP Neural Network
Abstract
1 Introduction
2 Design of Real Estate Financial Risk Early Warning Model of China
2.1 Indicator Selection and Data Processing
2.2 Selection of BP Neural Network Nodes
3 Running of the Early Warning System
4 Conclusion
References
Rural Landscape Planning and Design Based on Low Cost Control Theory
Abstract
1 Introduction
2 The Present Situation of Rural Landscape at Home and Abroad
2.1 Current Situation of Low Cost Rural Landscape in Foreign Countries
2.2 Current Situation of Low Cost Rural Landscape in China
3 Problems in Rural Landscape in China
3.1 Neglect of Ecological Environmental Protection
3.2 Disorderly Development of Rural Landscape
3.3 Lack of Tailor-Made Planning
3.4 The Construction of Tourist Rural Landscape
3.5 Lack of Funds and Insufficient Maintenance Capacity
4 Low Cost Rural Landscape Planning and Design
4.1 National Policy Encouragement
4.2 Mobilizing Social and Public Welfare Assistance
4.3 Professional Planning
5 Rural Landscape Planning Strategies with Low Cost Control
5.1 Establish Multiple Recycling Utilization System
5.2 Site Rebuilding and Optimizing Resource Conversion
5.3 Cost Control Ratio
5.4 Rational Use of Materials
6 Summary
References
A Hybrid Dynamic Multi-criteria Decision Making Model Based on Interval Bipolar 2-Tuple Linguistic Terms for Supplier Selection
Abstract
1 Introduction
2 Preliminaries
2.1 Bipolar 2-Tuple Linguistic Terms
2.2 Interval Bipolar 2-Tuple Linguistic Variables
3 DMCDM Model with Interval Bipolar Linguistic Information for Supplier Selection
4 Illustrative Example
4.1 The DMCDM Model in Supplier Selection
4.2 Comparison Analysis with Static Model
5 Conclusion
References
Research into Performance Evaluation with the Application of DEA-A Case Study of Automobile Dealer
Abstract
1 Introduction
1.1 Research Background and Motives
1.2 Research Purpose
2 Literature Review
2.1 Definition of Efficiency and Measurement Method
2.1.1 Definition of Efficiency
2.1.2 Evaluation Model of Efficiency
2.2 Data Envelopment Analysis (DEA)
2.2.1 Basic Concept of DEA
2.2.2 Evolution of DEA's Basic Model
3 Research Method and Design
3.1 Selection of DMU
3.2 Selection of Input and Output Items
3.3 Research Structure
4 Empirical Analysis
4.1 Descriptive Statistics of Data and Correlation Analysis
4.2 Discussion on the Cause of Inefficient Units
4.3 Analysis of Slack Variables in Each Place of Business
5 Conclusion
References
Evaluation of Power Grid Construction Strategy Based on AHP-TOPSIS
Abstract
1 Introduction
2 The Evaluation Index System of Power Grid Construction Strategy
2.1 Technical Indicators
2.2 Social Indicators
3 Comprehensive Evaluation Method of Power Grid Construction Strategy
3.1 Determine Index Weight
3.2 Evaluation Method Based on TOPSIS
4 Example Analysis
5 Conclusion
References
An Efficient Weighted Negative Sequence Pattern Mining Algorithm with Multiple Minimum Support
Abstract
1 Introduction
2 Related Concepts
3 Design of MMW-Neg-GSP Algorithm
3.1 Algorithmic Thinkings
3.2 Case Analysis
4 Experimental Analysis
Acknowledgments
References
Dynamics of Interaction Design Course System Based on Collaborative Innovation
Abstract
1 System Under the Course Collaborative Innovation
1.1 Horizontal Cross-Disciplinary Fusion System Under the Collaborative Innovation
1.2 Vertical Cross-Disciplinary Fusion System Under the Collaborative Innovation
2 Dynamic System Under the Course Collaborative Innovation
2.1 Dynamic Campus Instruction Resources
2.2 Dynamic Business Development Information
2.3 Dynamic Information Source
3 Dynamic System Path Under the Course Collaborative Innovation
3.1 Design of Interaction Design Undergraduate Instruction Scheme
3.2 Formation of Course System Platform
3.3 Modularized Design of Course System
3.4 Cross-Disciplinary Fusion of Course System
3.5 Practice Attributes of Course System
References
Transformer Fault Diagnosis Based on Elman Network
Abstract
1 Introduction
2 Elman Network Principle
3 Elman Network Model
4 Analysis of Simulation Result
5 Conclusion
References
Agent-Based Modeling in a Simple Circular Economy
Abstract
1 Introduction
2 Literature Review
3 Design of the Model
4 Results
4.1 Environmental Resources are Non-renewable
4.2 Environmental Resources Recover Automatically
5 Summary
References
Sports Athletes' Performance Prediction Model Based on Machine Learning Algorithm
Abstract
1 Introduction
2 Machine Learning Algorithm Modeling
2.1 Support Vector Machines
2.2 Mathematical Model of Particle Swarm Optimization Algorithm
2.3 Flow of Particle Swarm Optimization Algorithm
2.4 Athlete Performance Prediction Model Based on Machine Learning Algorithm
2.5 Experimental Result
3 Conclusion
References
The Prediction Model of Air-Jet Texturing Yarn Intensity Based on LSTM Neural Network
Abstract
1 Introduction
2 New Methodology
2.1 Selection of Input Index and Output Index
2.2 Structure Design of LSTM Neural Network
2.3 LSTM Network Unit Structure
3 Normal Methodology
3.1 Shallow Artificial Neural Network Method
3.2 Support Vector Regression (SVR) Method
4 Results and Discussion
4.1 RNN Prediction Method Comparison with Other Three Forecasting Methods
5 Conclusion
References
Network Platform for Inheritors of Textile Intangible Cultural Heritage Based on Cooperative Game
Abstract
1 Research Background
2 Suppliers and Consumers of the Distribution of Benefits Model
2.1 Assumptions
2.2 Analysis of Relation Between Supply and Demand of Textile Intangible Cultural Heritage Products
2.3 Benefit Distribution Model
3 Cooperative Game Model
4 Supplier and Consumer Benefit Distribution of Shapley Value Solution
4.1 The Connotation of Shapley
4.2 The Consumer's Shapley Value
4.3 The Supplier's Shapley Value
5 Construction of Network Platform of Inheritors of Textile Intangible Culture Based on Cooperative Game
Acknowledgments
References
Impact of Taxes and Subsidies on Social Wealth Distribution: By Agent-Based Modeling
Abstract
1 Introduction
2 Literature Review
2.1 The Origin and Development of Agent-Based Modeling
2.2 Application of Agent-Based Modeling in Economic
2.3 Traditional Methods to Study the Role of Tax Subsidies
3 Design of the Model
4 Results
4.1 Simple Economy
4.2 Simple Tax Subsidy Model
4.3 Progressive Tax Model
5 Summary
References
Optimization Strategy of Database Service Resources Based on Cloud Environment
Abstract
1 Purpose and Significance
2 Research Level at Home and Abroad
3 Key Technologies
4 Technology Strategy
5 Major Innovation Points of the Project
Acknowledgements
References
Design of Intelligent Garbage Collection System
Abstract
1 Development Background and Significance
2 System Design Program
2.1 System Frame Design
2.2 Basic System Function Design
2.3 System Operation Mode and Communication Mode Design
2.4 Design of Classified Trash Can
3 Theoretical Design Calculation
4 The Analysis of Working Principle and Performance
5 Innovation and Application
Acknowledgments
References
An Improved Algorithm of Neural Network
Abstract
1 Introduction
2 Network Structure
3 Defects of the Network
4 Improved Types
4.1 Adaptive Learning Rate
4.2 Increase the Kinetic Energy Term
5 Weight Assignment
5.1 Collect and Analyze Data
5.2 Weight Analysis
6 Comparative Simulation
7 Conclusion
References
Local Feature Detection Based on Image Block Discrete Scale Space
Abstract
1 Introduction
2 Research Content
2.1 Scale Space Representation
2.2 Accuracy of Image Matching
2.3 Block Discrete Scale Space
2.4 Time Complexity Analysis
3 Experiments and Performance Analysis
3.1 Data Set Analysis
3.2 Benchmark Comparison Method
3.3 Performance Analysis
3.4 Performance Analysis of Sampling Smoothing Function in Scale Space
4 Conclusions
Acknowledgements
References
Coke Quality Prediction Model Based on DE-RBF Neural Network
Abstract
1 Introduction
2 Determination of Factors Affecting Coke Quality
3 RBF Neural Network Optimized Based on Differential Evolution Algorithm
3.1 Differential Evolution Algorithm
3.2 RBF Neural Network
3.3 DE-RBF Neural Network
4 Prediction of Coke Quality Based on DE-RBF Neural Network
4.1 Data Processing
4.2 Determination of Input and Output Variables
4.3 DE-RBF Neural Network Modeling
5 Simulation Test
6 Conclusion
References
Electricity Consumption Forecast of Zhejiang Based on the Background of Electric Energy Substitution
Abstract
1 Introduction
2 Model Establishment
2.1 Multiple Linear Regression Model
2.2 BP Neural Network Model
2.3 Combined Forecasting Model
3 Empirical Analysis
3.1 Definition of Terminal Energy Replacement
3.2 Data Sources
3.3 Comparison and Analysis of Prediction Accuracy
4 Conclusion
Acknowledgments
References
Design of Safety Production Supervision and Data Management System Based on Cloud Platform
Abstract
1 Introduction
2 Safety Production Supervision System Based on Smart City and Cloud Platform
3 Design of Safety Production Supervision and Data Management System
4 Experiments and Analysis
5 Conclusion
Acknowledgments
References
Logistics Cost Control of Jingdong Mall Under E-Commerce Mode
Abstract
1 Introduction
2 E-Commerce Model
3 The Status of Distribution Cost of Jingdong Mall
4 The Current Labor Cost of Jingdong Mall
5 Reverse Logistics Cost Processing for Return and Exchange
6 High Labor Costs
7 Self-built Logistics Utilization Rate Is Not High
8 Improve E-Commerce Platform and After-Sales Service System
9 Increase Investment in Research and Development
10 Opening Up Jingdong Logistics
11 Conclusion
Acknowledgments
References
Energy Consumption Optimization of Container-Oriented Cloud Computing Center
Abstract
1 Introduction
2 Model for Energy Consumption Optimization of Container Cloud Computing Center
2.1 Initialization Deployment
2.2 Energy Consumption Model
3 Virtual Migration Strategies
3.1 Basic Strategy
3.2 Improvement Strategy
4 Simulation Experiment and Analysis
4.1 Experimental Environment
4.2 Experimental Results
5 Conclusion
Acknowledgments
References
Blockchain Technology in the Registration and Protection of Digital Copyright
Abstract
1 Introduction
2 Objective Analysis
2.1 The Credibility of Copyright Information
2.2 Query and Real-Time Statistics of Copyright Information
2.3 Secure Transactions and Authorization of Digital Assets
3 Structural Design of the System
3.1 The Module of Copyright Information Management
3.2 Account Security Management Module
3.3 The Interaction Module of Intelligent Contract
3.4 The Interaction Module of Blockchain System
4 System Implementation
4.1 Protect Copyright Information
4.2 Query Copyright Information
4.3 Copyright Transaction (Authorization/Transfer)
5 Conclusion
References
Item-Based Collaborative Filtering Algorithm Based on Co-occurrence Matrix
Abstract
1 Introduction
2 Item-Based Collaborative Filtering Algorithm Based on Co-occurrence Matrix
3 Experiment
3.1 Compared with Single-Node Serial Execution
3.2 Compared with Other Algorithms
4 Conclusion
Acknowledgments
References
A Comprehensive Evaluation Method of the Learning Situation of the Students of the Quality Course Website
Abstract
1 Introduction
2 Process of Comprehensive Evaluation Model for Students of Quality Courses Website
3 Establishing the Index System of Comprehensive Evaluation for the Students of Quality Course Website
4 Calculating Index Weight Based on Combination Weighting Method
4.1 Using G1 Group Judgment and Calculate Subjective Weight
4.2 Using Entropy Weight Method to Calculate Objective Weight
4.3 Computation of Comprehensive Weights
5 Constructing Comprehensive Evaluation of Students Based on Improved Radar Graphics Method
5.1 Introduction of Traditional Radar Graphics Algorithms
5.2 Constructing Comprehensive Evaluation of Students Based on Improved Radar Graphics Method
6 Experimental Verification
7 Conclusion
Acknowledgments
References
Damage Information of Fiber Reinforced Concrete Based on Digital Image 3D-DIC Technology
Abstract
1 Introduction
2 3D-DIC Technical Test System and Test Principle
2.1 3D-DIC Macroscopic and Microscopic Dynamic Experimental System
2.2 3D-DIC Digital Image Technology Experimental Method
2.3 Experimental Materials
2.4 Experimental Steps
3 Experimental Results
3.1 Test Block Full Field Strain Cloud Analysis
3.2 Test Block Loading Damage Evolution Characteristics
4 Conclusion
Acknowledgments
References
Research on Vision Navigation Technology of Porter Based on Improved Simulated Annealing Algorithms
Abstract
1 Introduction
2 Environmental Modeling Based on Grid Method
3 Improved Simulated Annealing Algorithm
3.1 Basic Algorithms
3.2 Implementation of Improved Simulated Annealing Algorithm
3.3 Path Length Calculation
3.4 Hardware System Design of Carrier
4 Experiments and Analysis
4.1 Simulation Experiments
4.2 Hardware Platform Experiments
5 Conclusion
References
A Review on Unsafe Behavior of Employees Based on Big Data
Abstract
1 Introduction
2 Unsafe Behavior
2.1 The Literature Statistics
2.2 The Concept of Unsafe Behavior and Influencing Factors
2.3 The Influencing Factors of Unsafe Behavior
3 Unsafe Behavior of Employees Based on Big Data
3.1 Big Data and Behavior
3.2 Research on Unsafe Behaviors Based on Big Data
4 Conclusion
References
Adaptive Resource Allocation Algorithm for Multiuser OFDM System
Abstract
1 Introduction
2 Communication Model of OFDM System
3 Algorithm Analyses
3.1 Allocation Algorithm Without Regard to User Rate Requirements
3.2 Allocation Algorithm Without Regard to User Rate Requirements
4 Algorithm Simulations and Performance Analysis
5 Closing
Acknowledgments
References
Synthetic Evaluation Model of Learning Maturity of Power Safety Regulations Based on Improved Radar Chart
Abstract
1 Introduction
2 Process for Constructing the Synthetic Evaluation Model of Learning Maturity of Power Safety Regulations
3 The Synthetic Evaluation Model of Learning Maturity of Power Safety Regulations Based on the Improved Radar Chart
3.1 Establish the Evaluation Index System of Learning Maturity of Power Safety Regulations
3.2 Calculate the Weight of Evaluation Indicators by Using Subjective and Objective Synthetic Weighting Approach
3.2.1 Calculate the Subjective Weight by Using G1 Group as the Judgment Matrix
3.2.2 Calculate the Subject Weights by Using the Entropy Weight Method (EWM)
3.2.3 Calculate Synthetic Weight
3.3 Synthetic Evaluation Model Based on the Improve Radar Chart
3.3.1 Basic Principle of Radar Chart
3.3.2 Synthetic Evaluation of the Learning Maturity of Power Safety Regulations
4 Analysis of Examples
5 Conclusion
Acknowledgments
References
Reflections on the Cross-Cultural Competence Cultivation in Higher Vocational Education Under the Global Information Age
Abstract
1 Introduction
2 Blind Point Analysis of Cross-Cultural Competence Cultivation in Higher Vocational Colleges
2.1 Communication Barriers Caused by Cultural Latency
2.2 Cultural Conflicts Caused by Cultural Differences
2.3 Practice Deficiency Originated by Cognitive Limitations
3 Cross-Cultural Competence Cultivation of Foreign Language Majors in a Vocational and Technical College
3.1 Environment to Create Cultural Atmosphere
3.2 Activities to Enhance Cultural Literacy
3.3 Competition to Improve Cultural Skills
4 Cooper's Theory of Experiential Learning Circle
5 Later Plans of Cross-Cultural Competence Cultivation Model
5.1 Systematization of Traditional Activities
5.2 Two-Way Cultivation of Cross-Cultural Competence
5.3 Popularization Cultivation of Cross-Cultural Competence
5.4 Normalization of Cross-Cultural Experience Zone Activities
6 Conclusion
References
Optimization of Optical Path for Anti-radiation Missile Laser Fuze
Abstract
1 Introduction
2 Basic Idea
3 Mathematical Description of the Laser Detection Target
3.1 Basic Assumptions [4]
3.2 Detection Criteria
4 Optical Path Design of Laser Detection Target
4.1 Purpose and Requirements of Optical Path Design
4.2 Optical Path Mathematical Model of Laser Proximity Fuze
4.3 Influence of Fuzzy Distance on Beam Angle
4.4 The Simulation Calculation Method of Optical Path Angle for Optimization
5 The Simulation Calculation Example of Optical Path for Best Optimization
6 Conclusion
References
Feasibility Analysis of Integrating Psychological Development Training into Physical Education Teaching
Abstract
1 Introduction
2 The Psychological Process of Outward Bound
3 Introduced in Physical Education Outward Bound Role
3.1 Cultivate Students' Cooperative Spirit
3.2 Cultivate Students' Creativity
3.3 Improve the Practicality of Physical Education
4 Feasibility Analysis of the Integration of Sports and Psychological Development Training
4.1 Site and Equipment Factors
4.2 Tme Factor
4.3 Human Factors
5 The Effect Analysis of Psychological Development Training in Physical Education Curriculum
5.1 Conducive to Cultivating Students' Positive Attitude Towards Life
5.2 Helps to Develop Students' Creative Thinking and Practical Ability
5.3 Conducive to the Development of Student Teamwork Spirit
6 Conclusion
Acknowledgment
References
Dual Radio Frequency Robot Group Communication System and Event Communication Control Method
Abstract
1 Background Introduction
2 Introduction of the Dual RF Robot Group Communication System
2.1 System Components
2.2 Dual RF Communication Channel Function
3 Dual RF Robot Group Communication System Communication Control Flow
4 Conclusion
Acknowledgments
References
Implementation of NN Algorithm Based on the MapReduce Framework
Abstract
1 Introduction
2 MapReduce Parallel Computational Model
3 Analysis of NN Algorithm and Implementation of MapReduce
3.1 Analysis of NN Algorithm
3.2 Implementation NN Algorithm MapReduce
4 Experimental Results and Analysis
4.1 Acquisition of NN Sample Data
4.2 Experimental Environment
4.3 Implementation of NN Algorithm Under the Environment of Hadoop
4.4 Experimental Results
5 Conclusions
References
The Task-Based Model in Higher Vocational English Teaching
Abstract
1 Introduction
2 The Positive Significance of Task-Based Language Teaching
3 The Implementation of Task-Based Model in Practical English Teaching
4 Discussion on the Practice of Task-Based Language Teaching
4.1 The Effects of the Task-Based Language Teaching Model
4.2 The Limitations of the Task-Based Language Teaching Model
4.3 Suggestions on How to Improve the Task-Based Language Teaching Practice
5 Conclusion
References
Target Recognition Based on Kinect Combined RGB Image with Depth Image
Abstract
1 Introduction
2 System Design
2.1 Kinect Was Used to Obtain RGB Images and Depth Images of Human Body
2.2 RGB Image Processing
2.3 Depth Image Processing
3 Test Result
4 Conclusion
Acknowledgments
References
A Purchasing Plan Management System Based on Belief Rule-Base Method
Abstract
1 Introduction
2 Overall Design
3 Concrete Realization
4 System Features
5 Conclusion
References
Automatic Classification of Dwarf Nova
Abstract
1 Introduction
2 The Isomap Technique and Performance Optimization
3 Experimental Results and Analysis
4 Conclusion
Acknowledgments
References
Optimized Min-Min Dynamic Task Scheduling Algorithm in Grid Computing
Abstract
1 Introduction
2 Existing Research Work
2.1 Minimum Completion Time Scheduling Algorithms MCT
2.2 Scheduling Based on Genetic Algorithms
2.3 Min-Min Scheduling Algorithm
2.4 Max-Min Scheduling Algorithm
3 Optimized Min-Min Dynamic Task Scheduling Algorithm
3.1 Grid Scheduling Model Framework
3.2 Optimized Scheduling Algorithm
4 Simulation
5 Summary
Acknowledgements
References
Comparison on Performance of Multiuser Detector
Abstract
1 Introduction
2 Blind Multiuser Detector
2.1 Channel Model
2.2 Canonical Representation for Linear Multiuser Detector
2.3 LMS Algorithm
3 The Performance Analysis and Comparison of Blind Multi User Detector
3.1 Computational Complexity
4 Simulation Results
5 Conclusions
References
The Application of Confucian "Benevolence"-LJ Real Estate as an Example
Abstract
1 The Main Content and Development of Confucianism
1.1 Main Contents of Confucianism
1.2 The Development of Confucianism
2 The Analysis of Confucianism in Modern Enterprise Management
2.1 The Concept of Benevolence Reflects the Principle of Care
2.2 People-Oriented Thinking
2.3 Adhering to the Spirit of Progress
3 The Application of Ren in the Human Resources Management of Enterprises
3.1 Chain Real Estate Recruitment
3.2 Establish an Appropriate Salary Management System
3.3 Establishing a Sound Reward System
3.4 Ensuring the Fairness of Compensation Incentives
3.5 Caring for Employees, so that Employees Have More Room for Development
4 Conclusion
Acknowledgments
References
Discussion on Sharing Service System Design of Household Hardware Tools
Abstract
1 Survey on the Current Situation of Household Hardware Tools Introduction
2 Thoughts on the Design of Household Hardware Tool Shared Service System
2.1 Normalized Share
2.2 Design Positioning Analysis
2.3 Design Content
2.4 Service Process
3 Hardware Integrated Design for Shared Household Hardware
4 Interactive Designs of Shared Household Hardware Tools
4.1 The Design Conception of Shared Hardware Tools APP Service System at Earlier Stage
4.2 Visual Design Scheme for Shared Hardware Tools APP Service System Interface
5 Epilogues
Acknowledgments
References
Design of Multi-project Collaborative Management System
Abstract
1 Introduction
1.1 Research Background
1.2 Research Status
1.3 Existing Problems
1.4 Research Content
2 Multi-project Management Related Theory and Technology
2.1 Project Management Theory Research
2.2 A Theoretical Study of Multi-project Management
2.3 Project Portfolio Management
2.4 Multi-project Management Software
3 Requirement Analysis and Architecture Design of MPCMS System
3.1 System Functional Requirements
3.2 System Management
3.3 Project Management
3.4 MPCMS System Model
3.5 System Flow Design
3.6 Database Design
4 Summary and Prospect
Conflict of Interest
References
Evolvable Hardware Design of Digital Circuits Based on Adaptive Genetic Algorithm
Abstract
1 Introduction
2 Fundamentals
2.1 Traditional GA Process
2.1.1 Representation of the Chromosome
2.1.2 Initialization
2.1.3 Fitness Function
2.1.4 Genetic Process
2.2 Genetic Operators
2.2.1 Selection/Reproduction
2.2.2 Crossover
2.2.3 Mutation
3 Adaptive Mechanism and AGA
3.1 Adaptive Mechanism
3.2 AGA
4 The FPSoC Architecture for EHW
4.1 Structure of Programmable Element
4.2 Construction of the FEs
5 Comparison of Results
6 Conclusion
Acknowledgement
References
Logistics Mode Analysis Under the Background of Cross-Border Ecommerce Era
Abstract
1 Research Background of Cross-Border E-Commerce in China
1.1 Development of Cross-Border E-Commerce
1.2 National Policy Background
2 Research on Cross-Border E-Commerce Logistics
2.1 Domestic Research Status
2.2 Foreign Research Status
3 Current Situation of Cross-Border E-Commerce Logistics Mode in China
3.1 Cross-Border E-Commerce Export Trade
3.1.1 Postal Parcel Mode
3.1.2 International Express Delivery Mode
3.1.3 Dedicated Logistics Mode
3.1.4 Overseas Storage Mode
3.2 Foreign Import Trade
3.2.1 Overseas Direct Mail Mode
3.2.2 Bonded Import Mode
3.2.3 Overseas Mail Collection Mode
4 Problems Existing in the Development of Cross-Border E-Commerce Logistics Mode in China
4.1 Failure to Trace the Root Causes the Serious Problem of Fake Goods
4.2 Long Delivery Cycle
4.3 Problems of After-Sales Service and Difficulty in Returning or Exchanging Goods
5 Solutions
5.1 "Fight Against Counterfeits" + Blockchain Mode, Tracing the Root to the Source of the Fake Goods
5.2 Strengthen the Construction of Overseas Warehouse Construction Mode, Improve the Speed of Distribution and After-Sales Service
5.3 Strengthen the Construction of Information System and the Construction of Customs Information Management
6 Example Comparison: Amazon and Alibaba Contrast
References
Intelligent Storage System Based on "Internet+" Logistics
Abstract
1 Introduction
2 The Reasons Why the Intelligent Storage System Needs "Internet+"
3 Problems Existing in the Development of Agricultural Storage Logistics in China
3.1 Fewer Specialized Agricultural Storage and Logistics Enterprises
3.2 Infrastructure Construction and Technological Backwardness of Agricultural Storage Logistics
3.3 The Management Mode of Agricultural Storage Logistics Enterprises Is Backward
3.4 Low Information Level of Agricultural Storage Logistics
4 Countermeasures for the Development of China's Agricultural Intelligent Storage System Based on "Internet+"
4.1 Cultivating the Subject of Agricultural Storage and Logistics
4.2 Promoting the Standardization System Formation of Agricultural Storage Logistics
4.3 Strengthening the Infrastructure Construction of Agricultural Storage and Logistics
4.4 Speeding up the Cultivation of Compound Talents of Agricultural Storage and Logistics
5 Summary
References
Inheritance and Development of Folk Art Based on Multi-media Platform Technology
Abstract
1 The Status Quo of Chinese Folk Art
1.1 The Influence of Western Culture on Chinese Folk Art
1.2 The Development of Science and Technology Brings About the Diversification of Art Forms
2 The Significance of Chinese Folk Art
2.1 The History of Folk Art
2.2 Folk Art Plays an Important Role in Regional Economic Development
3 Development of Folk Art in the Omnimedia Era
3.1 Art Redesign Come into Life
3.2 Create a Multimedia Interactive Folk Art Exhibition
3.3 Application of Media
4 Folk Art and Art Education
5 Conclusion
Acknowledgments
References
Application Research of Holographic Image Technology in Commercial Space Design Teaching
Abstract
1 Introduction
2 The Value of Holographic Projection Technology in the Field of Commercial Space Design
2.1 The Development and Principle of Holographic Imaging Technology
2.2 The Demand for Commercial Space Design Teaching
2.3 Combination of Holographic Imaging Technology and Commercial Space Design
2.4 And Commercial Space Design Changes Under the Influence of Holographic Imaging Technology
3 The Mission of Holographic Imaging Technology in the Design of Commercial Space Design
3.1 Interactive Multi-touch Holographic Screen
3.2 Multi-touch Holographic Screen Application
4 Application of Holographic Imaging Technology in Teaching
4.1 Holographic Imaging Technology in Teaching Operations
4.2 Advantages of Holographic Imaging Technology in Special Education Scenarios
4.3 Prospects of Holographic Imaging Technology in Commercial Space Design
5 Summary
References
Evaluation of Electric Energy Substitution Scheme Based on Combination Weight Grey Correlation Method
Abstract
1 Introduction
2 Design of Evaluation Index System for EES Scheme
3 Evaluation Model of EES Scheme
3.1 Indicator Pre-treatment
3.2 Determination of Index Weights Based on Combination Weighting Method
3.3 Grey Correlation Evaluation
4 Model Analysis
4.1 Combination Weighting
4.2 Evaluation Based on Grey Correlation Method
5 Conclusion
References
Design of Remote Wireless Automatic Watering Robot Control System
Abstract
1 Introduction
2 System Design
2.1 Design of Scheme of the Main Control
2.2 Select of GSM
2.3 NRF24l01
2.4 Soil Temperature and Humidity Sensor Circuit
2.5 Illumination Sensor Module
3 The Design of System Software
4 Conclusion
Acknowledgments
References
Practice Teaching Reform of Motor Drive in Local Applied University
Abstract
1 Introduction
2 Current Status of Motor and Drag Practice Teaching
3 New Ideas for the Reform of Motor and Drag Practice Teaching
3.1 Experimental Equipment Update
3.2 Setting of Experimental Content
3.3 Course Arrangement
3.4 Classroom Teaching
3.5 Counseling and Answering Questions Under the Class
3.6 Assessment of Grades
4 Conclusion
References
The Prediction Model of Cotton Yarn Quality Based on Artificial Recurrent Neural Network
Abstract
1 Introduction
2 New Methodology
2.1 Selection of Input Index and Output Index
2.2 Structure Design of Recurrent Neural Network (RNN)
2.3 Recurrent Neural Network (RNN) Running Procedure
3 Normal Methodology
3.1 Shallow Artificial Neural Network Method
3.2 Support Vector Regression (SVR) Method
4 Results and Discussion
4.1 RNN Prediction Method Comparison with Other Three Forecasting Methods
5 Conclusion
References
An Improved Neural Networks Algorithm
Abstract
1 Introduction
2 Improved Algorithm
3 Application Simulation
4 Simulation Training
5 Conclusion
References
Construction of Big Data Analysis Platform Based on Semantic Rough Concept Lattice Model
Abstract
1 Introduction
2 Big Data Mining Technology Based on Semantic Rough Concept Lattice Model
3 Construction of Big Data Analysis Platform Based on Semantic Rough Concept Lattice Model
4 Experiments and Analysis
5 Conclusion
Acknowledgments
References
Virtual Machine Migration Strategy for Cloud Data Center Based on NSGAII
Abstract
1 Introduction
2 Improved Non-dominated Sorting Genetic Algorithm II
2.1 Generation of NSGA II
2.2 Key Steps of NSGA II
2.3 Description and Definition of Virtual Machine Placement Based on Stability
3 Simulation Experiment and Result Analysis
3.1 Simulation Experiment
3.2 Experiment Result
3.3 Experiment Analysis
4 Conclusion
Acknowledgments
References
Human Resource Management Innovation of Aviation Services
Abstract
1 Introduction
2 Theoretical Basis
2.1 Innovation Theory
2.2 Service Management Theory
3 Misunderstandings in the Innovation of Aviation Service Human Resource Management
4 Suggestions on Innovation and Optimization of Aviation Service Human Resource Management
4.1 Optimize the Compensation Incentive Mechanism
4.2 Merge the Enforcement Authorization and Accountability Mechanism
4.3 Objective and Quantitative Employee Work Quality Evaluation Index
4.4 Safeguard the Occupational Health and Development of Employees
5 Conclusion
References
Present Research Status of Earthquake Collapse Damage of RC Frame Structures
Abstract
1 Introduction
2 Earthquake Collapse Damage and Continuous Collapse Damage
3 Seismic Collapse Damage Characteristics
3.1 Earthquake Collapse Damage System
3.2 Uncertainty of Earthquake Collapse and Damage
4 Research Status of Collapse Failure Analysis Methods for Reinforced Concrete Frame Structures
4.1 Pushover Analysis
4.2 Dynamic Time History Analysis
4.3 Digital Image Correlation Method
5 Conclusion
References
Manipulator Control System Based on Machine Vision
Abstract
1 Introduction
2 Analysis of Mechanical Arm
2.1 DH Model of Mechanical Arm
2.2 Analysis of Positive and Athwart Kinematics
3 System Design
3.1 Entirety
3.2 Calibration and Design of Camera
References
Design of Improved Deep Convolution Network Model
Abstract
1 Introduction
2 The Basic Structure and Operation Principle of Convolution Neural Network
3 Research on the Combination of Deep Learning and Neural Network
4 Design of Improved Deep Convolution Network Model
5 Conclusion
Acknowledgments
References
Application of Computer Technology in Sports
Abstract
1 Application of Computer Technology in Sports
1.1 Application of Computer Technology in Competitive Sports
1.1.1 Application of Computer Technology in Sports Competition
1.1.2 Application of Computer Technology in Sports Management
1.2 Application of Computer Technology in Physical Education Teaching
2 Analysis on the Application of Computer Technology in Sports in China
2.1 Foreign Sports Software Is the Core Power
2.2 Internationalization of Domestic Software Needs to Be Improved
2.3 There Is Great Potential for Sports Software Development
2.4 Development of Information Technology in the Field of Sports
3 Conclusion
Acknowledgement
References
Realization of Identity Card and Face Recognition Two-Factor Authentication System Based on Wechat
Abstract
1 Introduction
2 ID Card Image Processing Technology
3 Face Recognition Technology
4 Realization of Identity Card and Face Recognition Two-Factor Authentication System Based on Wechat
5 Conclusion
Acknowledgments
References
Extraction Method of Classification Rules in Decision Tree Based on Attribute Selection Metric of Rough Set
Abstract
1 Introduction
2 Research on Decision Tree Pruning Method Based on Rough Set
3 Application of Rough Set in Data Mining and Association Rules
4 Extraction Method of Classification Rules in Decision Tree Based on Attribute Selection Metric of Rough Set
5 Conclusion
Acknowledgments
References
A DBN-Based Ensemble Method for Resource Usage Prediction in Clouds
Abstract
1 Introduction
2 Proposed Method - EMDBN
2.1 General Framework
2.2 Basic Predictor of AR
2.3 Basic Predictor of GM
2.4 DBN Model
3 Experiment and Results
3.1 Method Evaluation
3.2 Comparison and Analysis of Prediction Results
4 Conclusion
Acknowledgment
References
Utilizing Tags for Scientific Workflow Recommendation
Abstract
1 Introduction
2 Related Work
3 Recommendation Method
3.1 Computing Similarity of Workflows
3.2 Clustering by the SNN
3.3 Recommending Workflows
4 Experiments and Analysis
4.1 Evaluation Metrics
4.2 Study on Impact of rec_K and exc_K
5 Conclusion
Acknowledgment
References
An Improved Code-Based Encryption Scheme with a New Construction of Public Key
Abstract
1 Introduction
2 Preliminaries
2.1 McEliece Cryptosystem
2.2 BBCRS Scheme
3 Our Proposed Scheme
4 Security Analysis
4.1 Decoding Attack
4.2 Key Recovery Attack
4.3 Distinguisher Attack
5 Efficiency Assessment
6 Experimental Data and Conclusions
Acknowledgement
References
Application of the Intelligent Inspection Management System in the Operation and Maintenance of Transmission Lines
Abstract
1 Current Situation Analysis of the Transmission Line Operation and Maintenance Inspection Activities
2 Analysis of the Development and Application Trend of the Intelligent Inspection Management System
3 Analysis of the Functions of the Intelligent Inspection System
3.1 The General Ideas of the Analysis
3.2 Design of the Intelligent Inspection System
3.3 Introduction to the Functions of the Intelligent Inspection System
4 Conclusion
References
Study on the Brownfield Landscape Restoration of Urban Iron and Steel Industry Based on the Rainwater Management
Abstract
1 Introduction
2 Necessity of the Application of the Rainwater Management in the Urban Iron and Steel Industry Brown-Land
3 Implementation Steps and Key Technologies of the Rainwater Management in the Brown-Field Landscape Restoration in Iron and Steel Industry
3.1 Data Collection and Analysis of the Site Foundation
3.2 Selection of the Rainwater Management Facilities
3.3 Spatial Layout of the Rainwater Management Facilities
4 Rainwater Management Optimizing Schemes in the Brown Landscape Restoration of the Iron and Steel Industry
4.1 Combination of the Rainwater Management and the Preservation Buildings
4.2 Combination of the Rainwater Management and the Green Roads
4.3 Combination of the Rainwater Management and the Elements in the Iron and Steel Industry
5 Landscape Construction of the Rainwater Management Technology in the Brown Land of the Iron and Steel Industry
5.1 Landscape Design of the Rainwater Facilities in the Buildings
5.2 Landscape Design of the Rainwater Facilities on the Green Roads
5.3 Application of the Iron and Steel Industrial Elements in the Rainwater Facilities
6 Conclusion
Acknowledgment
References
Development and Application of Computer Data Mining Technology
Abstract
1 Introduction
2 Brief Introduction of Computer Data Mining Technology Process
2.1 Determine the Purpose of Data Mining
2.2 Data Selection and Preprocessing
2.3 Data Mining
3 Development of Computer Data Mining Technology
3.1 Traditional Statistical Methods
3.2 Visualization Technology
3.3 Decision Tree
3.4 Online Analytical Processing
3.5 Computer Neural Network
4 Application of Computer Data Mining Technology
4.1 Application in Marketing
4.2 Application of Financial Investment
4.3 Applications in Other Fields
5 Conclusion
References
The Video Detection of Human Respiratory Motion Based on Sequential Images
Abstract
1 Connotation and Application Analysis of the Sequential Images
2 Video Detection Requirements for the Human Respiratory Motion
3 Video Detection Method for the Human Respiratory Motion
4 Video Detection of the Human Respiratory Motion Based on the Sequential Images
4.1 The Time Difference Method Based on the Background Subtraction
4.2 Adaptive Threshold
4.3 Morphological Image Filtering
5 Conclusion
References
Impact of the Power Allocation of Board of Directors on the Sustainable Growth Based on the DEA/AHP Model
Abstract
1 Connotation Analysis of the DEA/AHP Model
2 Analysis of the Background of the Age of the Power Allocation of the Board of Directors
3 Research on the Impact of the Power Allocation of the Board of Directors on the Sustainable Growth Based on the DEA/AHP Model
4 Conclusion
Acknowledgment
References
Experimental Studies of Flow Structure at Confluent Main Bend Channel
Abstract
1 Introduction
2 Testing Apparatus and Experimental Method
2.1 Physical Model and Measuring Instrument
2.2 Experimental Method
3 Analysis of Confluent Flow Velocity Profiles
4 Analysis of the Secondary Flow Structure at Cross-Section of Confluent Bend Channel
4.1 Secondary Flow Structure and Flow Velocity Vector
4.2 Calculation of the Velocity Circulation in the Confluent Bend Channel
5 Conclusions
Acknowledgments
References
The Robot Embedded Wireless Motion Monitoring Based on the Big Data Analysis
Abstract
1 Background Analysis of the Robot Embedded Wireless Motion Monitoring
2 Research on the Robot Control
2.1 Motor Control
2.2 Access of the Sensor Signals
2.3 Output of the Control Signals
3 Computational Intelligence Methods in the Big Data Analysis
4 Research on the Robot Embedded Wireless Motion Monitoring Based on the Big Data Analysis
5 Conclusion
Acknowledgement
References
The Structural Design and Shock-Resistant Performance of Steel Beam-Concrete Column Frame Structure
Abstract
1 Principles of the Shock-Resistant Design of the Steel Beam-Concrete Column Frame Structures
1.1 Following the Principle of Weakening the Strong and Bending the Weak
1.2 Shock-Resistant Design of the Beam-Column Joints in the Reinforced Concrete Frames
1.3 Design of the Beam-to-Column Joints in the Reinforced Concrete Frames
2 Configuration Design of the Steel Beam-Concrete Column Frame Structure
2.1 Plane Layout Structures, Symmetry, Quality, and the Uniform Variation of the Stiffness
2.2 Guarantee the Ductility and Seismic Resistance of the Structures
2.3 Seismic Structural System with the Multichannel Fortification
2.4 Increase the Seismic Defense Line by Using the Redundant Components
2.5 Reinforce the Interconnection of the Components
2.6 Utilization of the Filled Walls
3 Study of the Seismic Behaviors of the Steel Beam-Concrete Column Frame Structures
4 Conclusion
References
Application of the Mobile Terminals in the Long-Distance Continuing Education for Preschool Teachers
Abstract
1 Mobile Learning and Its Application in the Continuing Education
1.1 Connotation of the Mobile Learning
1.2 Application Model of the Mobile Learning in the Continuing Education
2 Current Situations of the Continuing Education for the Preschool Teachers in China
2.1 The Management System of the Continuing Education for the Kindergarten Teachers Is Not Perfect
2.2 The Purposes of the Continuing Education of the Preschool Teachers Are Unbalanced and Utilitarian
3 The Background of Optimizing the Construction of the Multimedia Distance Education Resource Libraries
4 Application of the Mobile Terminals in the Long-Distance Continuing Education for Preschool Teachers
4.1 Guidance of Thinking in the Autonomous Learning
4.2 Professional Guidance
4.3 Provide a Variety of the Cooperative Ways of Learning for the Trainees
5 Enlightenment of the Mobile Terminals to the Development of the Children's Continuing Education
5.1 Shared Educational Resources Are the Nourishment of the "Internet+" Continuing Education
5.2 The Information Technologies Will Continue to Promote the Openness of the "Internet+" Continuing Education
5.3 Analysis on the Circulating Model of the Continuing Education
6 Conclusion
Acknowledgment
References
The Green Indicator System of Distance Open Education Based on the APP Terminal Learning
Abstract
1 The Application Value of the Open Distance Education
2 Application Background Analysis Based on the APP Terminal Learning
3 Green Indicator System of the Distance Open Education Based on the APP Terminal Learning
4 Design of the Green Indicators for the Distance Open Education Based on the APP Terminal Learning
4.1 Establish the Data Server with the Relevant Technologies
4.2 Realization of the Interaction
4.3 Functional Implementation Strategy of the APP
5 Conclusion
Acknowledgment
References
The Big Data Feature Mining Technology Based on the Cloud Computing
Abstract
1 Feature Mining Method for the Big Data Feature Mining Model
1.1 The Big Data Feature Mining Model in the Cloud Computing Environment
1.2 The Big Data Storage System Layer
1.3 The Big Data Feature Mining and Processing Layer
1.4 Client Layer
2 Parallel Distributed Big Data Mining
2.1 Platform System Architecture
2.2 Workflow Subsystem
2.3 User Interface Subsystem
2.4 Parallel ETL Algorithm Subsystem
3 Analysis of the Big Data Feature Mining Technology Based on the Cloud Computing
3.1 Cloud Computing Technology
3.2 Data Aggregation Scheduling Technology
3.3 Service Scheduling and Service Management Technology
3.4 Parallelization Technology of the Mining Algorithms
4 Data Mining Technology Based on the Cloud Computing
4.1 Data Mining Research Method Based on the Cloud Computing
4.2 Data Mining Architecture Based on the Cloud Computing
5 Conclusion
References
Exploration of the Big Data Applications Under the Background of "Internet+"
Abstract
1 Characteristics of the "Internet+" and the Big Data
1.1 Characteristics of the "Internet+"
1.2 Characteristics of the Big Data
2 Application Status of the Big Data in the Major Industries
2.1 Applications in the Financial Field
2.2 Applications in the Field of the E-Commerce
2.3 Applications in the Field of Education
3 Innovation of the Model of Internet + Finance Based on the Big Data
3.1 The Development of the Internet Gives Birth to the Material and Functional Basis of Finance
3.2 Motivation Analysis of the Financial Model Innovation Under the Background of the Internet Development
3.3 Directions of the Financial Mode Innovation Based on the Internet + Big Data
4 Discussion on the Innovation Strategies of the Financial Model Under the Background of the Big Data
4.1 Strengthen the Top-Level Design of the Big Data Strategy, and Promote the Development and Iteration of the Information Technology
4.2 Improve the Risk Management of the Big Data, and Ensure the Security of the Network User Data
4.3 Ways to Innovate the Internet Financial Model in the Future
5 Conclusion
Acknowledgements
References
The Modeling and Simulation of the Cloud Financing Model for Technology-Based Small and Medium-Sized Enterprises
Abstract
1 Cloud Financing and Cloud Financing System
1.1 The Meaning of the Cloud Financing Model
1.2 Dimension Dividing of the Cloud Financing Model
2 Cloud Financing Model for Technology-Based Small and Medium-Sized Enterprises
2.1 Internal Cloud Financing and External Cloud Financing
2.2 Private Cloud Financing and Public Cloud Financing
3 Feasibility Analysis of the Cluster Financing Models of the Technology-Based Small and Medium-Sized Enterprises
4 Hardware Construction of the Cluster Financing Model for the Technology-Based Small and Medium-Sized Enterprises
4.1 Establishment of the Financing Management Institutions
4.2 Construction of the Financing Platforms
4.3 The Countermeasure to Break the Financing Dilemma of Small and Medium-Sized Technology-Based Enterprises
5 Modeling and Simulating Factors of the Cloud Financing Model for the Small and Medium-Sized Technology-Based Enterprises
6 Conclusion
References
The Localized Translation of the Bank User Manual Based on the Mobile Terminal Services
Abstract
1 Background Analysis of the Localized Translation of the Bank User Manuals
2 Analysis of the Connotation of the Localized Translation of the Bank User Manuals
3 Localized Translation Strategies of the Bank User Manuals Based on the Mobile Terminal Services
3.1 Punctuations in the Localization
3.2 Hot Keys in the Localization
3.3 String Variables in the Localization
3.4 Controllers in the Localization Process
3.5 Contents that Do not Require the Translation During the Localization
4 Conclusion
Acknowledgement
References
Artistic Analysis and Network Application of the Modern Commercial Digital Illustrations
Abstract
1 Artistic Characteristics of the Modern Commercial Digital Illustrations
2 Development Trend of the Artistic Characteristics of the Modern Commercial Illustrations
2.1 Stylistic Characteristics of the Modern Commercial Illustrations
2.2 The Image Characteristics of the Modern Commercial Illustrations
3 Network Application of the Modern Commercial Digital Illustrations
4 Conclusion
References
The Construction of Distance Education Personalized Learning Platform Based on Educational Data Mining
Abstract
1 Introduction
2 Research Status of Personalized Learning Services in Distance Education
3 The Basic Concept of Education Data Mining and the Mining Process
3.1 Basic Concepts
3.2 Educational Data Mining Process
4 Design of Personalized Learning Platform Based on Educational Data Mining
4.1 Functional Structure
4.2 Business Process Analysis
4.3 Database Establishment
4.4 Implementation of Core Function Modules
5 Conclusions and Prospects
References
The Classification Model of the Network Electronic Music Based on the Chinese Traditional Opera Music
Abstract
1 Analysis of the Artistic Connotation of the Chinese Opera Music
2 An Overview of the Development of the Network Electronic Music Art
3 Classification Model of the Network Electronic Music Based on the Chinese Traditional Opera Music
4 Conclusion
Acknowledgment
References
Internet of Things Perception Technology Based on the Physical ID in the Operation and Inspection Management of Smart Grids
Abstract
1 Analysis of the Internet of Things Perception Technology Based on the Physical ID
2 The Concepts of the Internet of Things and the Smart Grid
2.1 The Concept of the Internet of Things
2.2 The Concept of the Smart Grid
3 Service Information Architecture of the Internet of Things in the Smart Grid
4 Application of the Internet of Things Perception Technology Based on the Physical ID in the Operation and Inspection Management of the Smart Grids
5 Conclusion
References
The Processing Methods of the Computer Format Information Flow in the Network English Translation System
Abstract
1 Analysis of the Development Status of the Online English Translation System
2 Analysis of the Common Methods of the Network English Translation System
2.1 Rule-Based Machine Translation
2.2 Case-Based Translation Method
2.3 Statistical Machine Translation
3 Processing Requirements of the Computer Format Information Flow in the Network English Translation System
4 Processing Methods of the Computer Format Information Flow in the Network English Translation System
4.1 Cross-Platform Portability of the Core Technologies
4.2 Provide a Complete Solution to Different Application Requirements and Environments
4.3 Intelligent Information Processing
4.4 Integration of Various Processing Functions
4.5 Suitable for the Large-Scale Distributed Multi-user Concurrent Use
4.6 Common Methods of the Information Flow Processing
5 Conclusion
References
The Combination of the University Financial Management System and the Computer Multimedia Technologies
Abstract
1 Feasibility Analysis of the Combination of the Financial Management System and the Computer Multimedia Technologies in Colleges and Universities
2 Background Analysis of the Combination of the Financial Management System and the Computer Multimedia Technology in Colleges and Universities
3 The Content Elements of the Financial Management System in Colleges and Universities
3.1 Budget Performances
3.2 Status of Fund-Raising
3.3 School Financial Situations
3.4 Use of Assets
3.5 Development of Schools
4 The Concept and Characteristics of the Computer Multimedia Technology
4.1 The Concept of the Computer Multimedia Technology
4.2 Characteristics of the Computer Multimedia Technology
5 Combination Strategy of the Financial Management System and the Computer Multimedia Technology in Colleges and Universities
6 Conclusion
References
Application of the E-commerce Platform in the International Trade
Abstract
1 Analysis of the Advantages and Defects of the E-commerce Platform
1.1 Advantages
1.2 Defect
1.3 Five Basic Types of the Current E-commerce
2 The Impact of the E-commerce on the International Trade
3 Problems in China's Foreign Trade Under the Conditions of the Electronic Commerce
3.1 Weak Infrastructure
3.2 E-commerce Security Issues
3.3 Laws and Regulations in the Field of the Electronic Commerce Are not Perfect Enough
4 Application Strategy of the E-commerce Platform in the International Trade
4.1 Macro-regulators' Innovative Management Model
4.2 Innovation of the Ideas and Ways of the Trade Marketing
4.3 Continuous Improvement of the Transport Mode
5 Conclusion
References
Numerical Simulation of Foundation Pit and Performance Analysis of Vertical Column in Inverse Method
Abstract
1 Main Problems in the Design and Construction of the Deep Foundation Pits
2 Principles and Flows of the Top-Down Construction Method for Foundation Pits
3 Analysis of the Numerical Simulation and the Column Performance of a Foundation Pit in the Top-Down Construction Method
3.1 Background of the Numerical Simulation of a Foundation Pit in the Top-Down Construction Method
3.2 Analysis of the Deformation of the Foundation Pit
3.3 Performances of the Pillar of the Foundation Pit in the Top-Down Construction Method
4 Conclusion
Acknowledgement
References
The Application of Flipped Classroom Model in College Public English Network Multimedia Teaching
Abstract
1 What Is Flipped Classroom?
1.1 Teaching Video Is Short and Concise
1.2 Re-Frame the Learning Process
1.3 Review Test Is Convenient and Quick
2 What Is Cloud Class?
3 Cloud Class Has Several Functions
3.1 Class Roll Call Function
3.2 Question Answering Function
3.3 Preview Function
3.4 Review After Class
3.5 Voting Function
3.6 Teaching Data Summary Function
4 The Disadvantages of Cloud Class
Acknowledgement
References
Robotic Arm Control System Based on the Reconfiguration Technology
Abstract
1 Analysis of the Application Background the Robotic Arm Control System
2 Analysis of the Application Background of the Robotic Arm Control System Based on the Reconfiguration Technology
3 Design Requirements of the Robotic Arm Control System Based on the Reconfiguration Technology
4 Design Ideas of the Control System for Robotic Arm Based on the Reconfiguration Technology
4.1 Control System Composition
4.2 Use of the Reorganization-Based Technology
4.3 Environmental Adaptability Based on the Reorganization Technology
5 Conclusion
References
English Teaching Platform Based on the Campus Network Multimedia
Abstract
1 Analysis of the Connotation of the Campus Network Multimedia
2 The Construction Background of the English Teaching Platform Based on the Campus Network Multimedia
3 Construction Model of the English Teaching Platform Based on the Campus Network Multimedia
4 Conclusion
Acknowledgment
References
The Teacher Evaluation and Management System Innovation Based on the Artificial Intelligence Algorithms
Abstract
1 Artificial Intelligence Algorithms and Their Characteristics
1.1 Artificial Intelligence Algorithms
1.2 Characteristics of the Artificial Intelligence Algorithms
1.3 Genetic Algorithm
1.4 Ant Colony
1.5 Simulated Annealing
1.6 Particle Swarm Optimization
2 Principles and Requirements of the Teacher Evaluation and Management
2.1 Principles of the Teacher Evaluation and Management
2.2 Requirements of the Teacher Evaluation and Management
3 Research and Practice of the Innovation of the Teacher Evaluation and Management System Based on the Artificial Intelligence Algorithms
3.1 Selection of the Development Model
3.2 Student Evaluation Module
3.3 Background Management Module
4 Conclusion
Acknowledgement
References
Study on Slag-Bonding Property of Burning Blended Coal
Abstract
1 Introduction
2 Experimental Section
2.1 Experimental Methods
2.2 Coal Slagging Discrimination Index and Slagging Strength
3 Results and Discussion
3.1 The Slagging of Single Coal
3.2 Slagging of Mixed Coal
4 Conclusions
Acknowledgment
References
The Landscape Enterprise Multi-project Management Information System Based on Mobile Terminals
Abstract
1 Background Analysis of Building the Multi-project Management Information System in the Landscape Enterprises
1.1 Imperfect Project Management System
1.2 Lack of the Effective Control in the Project Cost Management
1.3 Neglect the Important Role of Technologies in the Construction Enterprises
2 Characteristics of the Landscape Engineering Projects
2.1 Uniqueness
2.2 Entirety
2.3 Fixity
3 Construction and Application of the Landscape Enterprise Multi-project Management Information System Based on the Mobile Terminals
3.1 System Architecture
3.2 System Business Logic Design
3.3 Functional Modules
3.4 Application Requirements of the Landscape Enterprise Multi-project Management Information System Based on Mobile Terminals
4 Conclusion
Acknowledgment
References
User Information Optimization and Retrieval Technology in Distributed Database
Abstract
1 Distributed Database Structural Model
2 Optimal Retrieval Technology of the User Information in the Distributed Database
3 Application of the Information Retrieval Technology
3.1 Text Content Retrieval
3.2 Multimedia Content Retrieval
4 Optimal Retrieval Technology of the User Information in the Distributed Database
4.1 Optimize the Indexes to Improve the Query Speed
4.2 Avoid and Simplify the Sorting Operations
4.3 Avoid the Sequential Access to the Large Data Tables
4.4 Construct the Temporary Tables
4.5 Simplify the Nesting Hierarchy
5 Conclusion
References
Method of Whole Process Post Safety Evaluation for Dangerous Liquid Bulk Cargo Port
Abstract
1 Overview
2 Evaluation Object
3 Evaluation Basis
4 Basic Input of Evaluation Work
4.1 Assessment of the Scope of Project
4.2 Assessment of the Transport Materials of Project
4.3 Evaluation of the Construction and Operation of Project
4.4 Evaluate the External Conditions of Project
5 Key Points of Assessment at Each Stages
5.1 Assessment Focus of Safety Related Pre-work (Safety Condition Demonstration Report, Safety Pre-evaluation)
5.2 Key Points of Safety Design Review
5.3 Key Points for Safety Acceptance Evaluation Report (Including Port Safety Facilities Catalogue)
5.4 Evaluation Focus of Project Operation Stage (Safety Project Self Checking Record, on-Site Field Investigation, etc.)
6 Conclusion
References
Response Time of a Ternary Optical Computer Based on Complex Queueing System with Synchronous Multi-vacations
Abstract
1 Introduction
2 Service Model of TOC
3 Analytic Model for Performance Analysis and Evaluation
3.1 Receiving Queuing System
3.2 Preprocessing Queueing System
3.3 Scheduling Queueing System
3.4 Transmitting Queueing System
4 Numerical Validation and Simulation
4.1 Influence on System Performance of Task Arrival Rate
4.2 Influence on System Performance of the Number of Small Optical Processors
5 Conclusions and Future Work
Acknowledgements
References
Research on Event Recognition Based on Multi-feature Fusion
Abstract
1 Introduction
2 Related Work
3 Event and Annotated Corpus
3.1 Event
3.2 Annotated Corpus
4 Event Recognition
4.1 Event Identification Research Process for Emergencies
4.2 Eigenvector Construction
4.3 Feature Selection
5 Experiment and Analysis
6 Conclusions
Acknowledgments
References
An Improved Watershed Image Segmentation Algorithm Based on Fuzzy Threshold
Abstract
1 Introduction
2 Correlation Theory
2.1 Watershed Algorithm
2.2 Median Filter
2.3 Fuzzy Threshold
3 An Improved Watershed Algorithm Based on Fuzzy Threshold
3.1 Image Preprocessing
3.2 The Fuzzy Threshold is Used for Initial Segmentation
3.3 Processing After Fuzzy Threshold Segmentation
3.4 Algorithm Work Steps
4 Experimental Analysis
4.1 Time Comparison
4.2 The Comparison Between the Proposed Algorithm and Watershed Algorithm is Presented
5 Conclusions
Acknowledge
References
A Comprehensive Evaluation Method of Agent Coalition
Abstract
1 Introduction
2 Cloud Model
3 Fuzzy Soft Set
4 Evaluation Method of Agent Coalition
4.1 Qualitative and Quantitative Transformation Based on Cloud Model
4.2 Information Fusion Based on Fuzzy Soft Set
5 Conclusions
Acknowledge
References
Frequent Subtree-Based Event Language Expression Pattern Discovery
Abstract
1 Introduction
2 Related Work
3 Mining Event Language Expression
3.1 CEC 2.0
3.2 Semantic Dependency Parsing
3.3 Transform SDP to Tree
3.4 Mining Frequent Subtree
4 Verifying the Validity of the Event Language Expression Pattern
5 Conclusion and Future Work
Acknowledgments
References
Apriori Algorithm-Based Association Rules of Event Language Expression Discovery
Abstract
1 Introduction
2 Related Work
2.1 Event
2.2 Event Language Expression
3 Association Rules of Event Language Expression Discovery
3.1 Data Selection and Setting
3.2 Association Rule Discovery
3.3 Selection and Optimization of Association Rules
4 Rule-Based Event Elements Detection
4.1 Data and Evaluation Method
4.2 Results and Discussion
5 Conclusion and Future Work
Acknowledgments
References
Autonomous Learning Recommendation Algorithm Based on K-Means and K-Nearest Neighbor
Abstract
1 Background
2 Collaborative Filtering
2.1 User-Based Collaborative Filtering
2.2 Item-Based Collaborative Filtering
3 Application Implementation
3.1 Recommendation System Process
3.2 Implementation
4 Experimental Results and Analysis
Acknowledgments
References
Collaborative Filtering Recommendation Algorithm Based on Element-Wise Alternating Least Squares and Time Weight
Abstract
1 Introduction
2 Typical Collaborative Filtering Recommendation Algorithm
2.1 Collaborative Filtering Recommendation Algorithm Based on Clustering
2.2 Collaborative Filtering Recommendation Algorithm Based on Matrix Decomposition
2.3 Optimization Method
3 The Improved EALS Recommendation Model Based on the Time-Weighted
3.1 Analysis of the Dynamic Characteristics of Time
3.2 Construction of Time Decay Function
3.3 Collaborative Filtering Algorithm Based on Time Weighting
4 Analysis of Experimental Results
4.1 Selection of Datasets
4.2 Influence of Weighted Parameters on Experimental Results
4.3 Comparison with Other Methods
5 Conclusion
Acknowledgement
References
Improvement of Apriori-Pro Algorithm Based on MapReduce
Abstract
1 Introduction
2 Basic Concept
2.1 Apriori Algorithm
2.2 MapReduce Programming Model
3 Apriori-Pro Algorithm Based on MapReduce
3.1 Apriori-Pro Algorithm
3.2 Detail of Apriori-Pro Algorithm Based on MapReduce
4 Experimental Results and Conclusion Analysis
4.1 Lab Environment
4.2 Experimental Results and Analysis
5 Conclusions
References
A Hybrid of Background Scatter and Foreground Contour Completeness for Salient Object Detection
Abstract
1 Introduction
2 The Proposed Approach
2.1 Scatter Guided Background Seeds
2.2 Boundary Contrast Map
2.3 Contour Completeness Map
2.4 Integration and Post-processing Refinement
3 Experimental Results
3.1 Evaluation Metrics
3.2 Comparison to State-of-the-Art Methods
3.3 Analysis of Design Options
4 Conclusion
References
Analysis and Classification of Tremor Characteristics of Hepatolenticular Degeneration
Abstract
1 Background
2 WD Tremor Signal Processing
2.1 Acquisition and Preprocessing of Tremor Signal
2.2 Tremor Signal Feature Extraction
3 Classification of WD Tremor Signal
4 Experiments and Results
4.1 Experimental Design
4.2 Experiment Data Processing
4.3 Experimental Result
5 Conclusion
Acknowledgement
References
Speech Analysis for Wilson's Disease Using Genetic Algorithm and Support Vector Machine
Abstract
1 Introduction
2 Genetic Algorithm
3 Support Vector Machine Method
4 Diagnosis Method of WD Speech Disorders Based on Phonetic Features
5 Experimental Results and Analysis
6 Conclusion
Acknowledgement
References
Design and Construction of Unification Coal Mine Safety Control-Management Model
Abstract
1 Introduction
2 Research Status and Existing Problems
3 General Thought
4 Coal Mine IoT Security Supervision Platform Architecture
5 Coal Mine Cloud Technology Platform Architecture
5.1 Coal Mine Cloud Data Processing Solution
6 Conclusion
References
Causal Relationship Recognition Based on Lexcial-Syntactic Pattern for Emergency Events
Abstract
1 Introduction
2 Related Work
3 Event Related Definition and Denoter Synonym Table
3.1 Event Related Definition
3.2 Construction of Event Denoter Synonym Table
4 Lexcial-Syntactic Pattern-Based Emergency Causality Recognition
4.1 Extraction of Emergency Relation Patterns
4.2 Construction of Event Causality Patterns Candidate Set
5 Experimental Results and Analysis
6 Conclusion
Acknowledge
References
Preventing Privacy Disclosure from Hostility Attack Base on Associated Attributes
Abstract
1 Introduction
2 Related Work
3 Preliminary
3.1 Mutual Information and Associated Attributes
3.2 Differential Privacy
3.3 Data Release Models
4 Grouping Strategies and Anonymity Algorithm
4.1 Generalization Principal Bases on Associated Attribute
4.2 Anonymity Algorithm
5 Simulation and Experiments
5.1 Time Performances
5.2 Data Utility
6 Conclusion
Acknowledgement
References
A Convolutional Neural Network Model Based on Improved Softplus Activation Function
Abstract
1 Introduction
2 Activation Function
2.1 ReLU
2.2 Softplus
3 Improved Activation Function
4 Experiment Using PSoftplus
4.1 MNIST
4.2 CIFAR-10
4.3 CIFAR-100
5 Conclusions
References
Performance Analysis and Numerical Calculation for the Geom/Geom/1 Queueing System with Threshold Policy, Delayed Vacations and Setup Time
Abstract
1 Introduction
2 Model Description and Preliminaries
3 Performance Measures of Threshold Policy
3.1 Stationary Queue Length
3.2 Conditional Stochastic Decompositions Structures
4 Numerical Calculation
5 Conclusion
Acknowledgment
References
Singular Value Decomposition Algorithm Combined with SDAE for Improving the Accuracy of Movie Recommended System
Abstract
1 Introduction
2 Related Work
2.1 Singular Value Decomposition
2.2 Stacked Denoising Autoencoder
2.3 Computational Similarity Method
3 The Improved Singular Value Decomposition Algorithm
3.1 SDAE Extraction Item Characteristics
3.2 Calculate the Similarity Between Items
3.3 Calculate the Comprehensive Similarity Between Items and Predict Rating
4 Experiments
5 Conclusion and Future Work
References
A Hyperspectral Image Feature Extraction Algorithm Combining Spatial-Spectral Information
Abstract
1 Introduction
2 Weighted Spatial-Spectral Reconstruction
3 A Spatial-Spectral Combined PCA-LPP Algorithm
3.1 Global Objective Function Description
3.2 Local Objective Function Description
3.3 S2PCA-LPP Overall Projection Objective Function
4 Experiment and Analysis
4.1 Experimental Data Selection and Setting
4.2 Salinas Dataset Experimental Results and Analysis
4.3 Pavia U Dataset Experimental Results and Analysis
5 Conclusions
References
Automatic Construction of Coal Mine Accident Ontology
Abstract
1 Introduction
2 Coal Mine Accident Ontology Construction Process
3 Automatic Extraction of Ontology Concept Based on BP Neural Network
3.1 Data Preprocessing
3.2 Concept Extraction of Coal Mine Accident Ontology Based on BP Neural Network
4 Automatic Extraction of Relationship Between Coal Mine Accident Ontology Concepts
4.1 Extraction of Accident Ontology Hierarchical Relationship
4.2 Non-hierarchical Relationship Acquisition of Accident Ontology
5 Ontology Visualization
6 Conclusions
Acknowledgement
References
Event Recognition Oriented to Emergency Events and Its Application
Abstract
1 Introduction
2 Related Work
2.1 Rule-Based Methods
2.2 Machine Learning Methods
3 Event Recognition Based on Positive and Negative Weighting
3.1 Event Recognition System Architecture
3.2 Corpus and NLP Tool
3.3 Chinese Event Recognition Experiments Based on Positive and Negative Weighting
4 Text Classification Based on Event Triggers
4.1 Feature Weight Calculation
4.2 Classification Method
4.3 Text Classification Experiment Based on Event Triggers
5 Conclusions
Acknowledgments
References
An Energy-Heterogeneous Uneven Clustering Routing Algorithm for WSNs
Abstract
1 Introduction
2 Network and Energy Model
2.1 EHUCR Network Model
2.2 Energy Consumption Model
3 EHUCR Algorithm
3.1 Cluster Head Selection
3.2 Data Forwarding
3.3 Energy Consumption
3.4 Energy Balance
4 Simulation
5 Conclusions
Acknowledgement
References
The Extraction Method for New Login Word from Chinese Micro-blog Based on Improved Mutual Information
Abstract
1 Introduction
2 Micro-blog New Login Word Extraction
2.1 Micro-blog Data Preprocessing
2.2 Micro-blog New Login Word Extraction
2.3 New Login Word Algorithm
3 Experiments
3.1 Experimental Data
3.2 Evaluation Method
3.3 Experimental Analysis
4 Conclusions
Acknowledgement
References
Sentiment Analysis of Film Reviews Based on Semantic Rules and Extended Domain Sentiment Dictionary
Abstract
1 Introduction
2 Semantic Rule of Key Sentence
2.1 The Rule of Key Complex Sentence (RKCS)
2.2 Keyword Rules (KR)
3 Construction of the Sentiment Dictionary
3.1 Extension of the Basic Sentiment Dictionary
3.2 Construction of Degree Adverb Dictionary
3.3 Construction of Negative Word Dictionary
4 Sentiment Analysis of Film Review Text
4.1 Sentiment Value Calculation of the Word Level
4.2 Sentiment Value Calculation of the Sentence Level
4.3 Sentiment Value Calculation of the Text Level
5 Experiments
5.1 Experimental Data and Evaluation Indicators
5.2 Experimental Results and Analysis
6 Conclusions
Acknowledgement
References
Building Sentimental Word Lexicon for Chinese Movie Comments
Abstract
1 Introduction
2 Select the Seed Word Set
2.1 Film Comments Preprocessing
2.2 Select Seed Word Set
3 Building Movie Comment Sentiment Lexicon
3.1 Calculating Sentiment Tendency Based on PMI
3.2 Construction of Degree Adverb Dictionary
4 Experiment and Analysis of Results
4.1 Experimental Data
4.2 Experimental Data and Evaluation Indicators
4.3 Experimental Methods
4.4 Experimental Results and Analysis
5 Conclusions
Acknowledgements
References
Probabilistic of Membrane Computing Mobile Robot Position Optimization in Coal Mine
Abstract
1 Introduction
2 Probabilistic Kinematic Model of Robot
3 Construction of Robot Probabilistic Membrane System in Coal Mine
3.1 Modeling Principle of Probabilistic Membrane System
3.2 Robot Probabilistic Membrane System Model
4 Experiments
4.1 Construction of Experimental Platform
4.2 Analysis of Mobile Robot Simulation Results
5 Conclusions
Acknowledgements
References
Character Relationship Extraction Method Based on BiLSTM
Abstract
1 Introduction
2 Interactive Encyclopedia Texts Word Vector Representation
2.1 The Preprocessing of Interactive Encyclopedia Texts
2.2 Text Word Vector Representation
3 Character Relationship Extraction Method Based on BiLSTM
3.1 The Framework of CRE-BiLSTM Method
3.2 Character Relationship Extraction Model
4 Experiment and Analysis
4.1 Experimental Data Set
4.2 Experimental Evaluation
4.3 Experimental Method
4.4 Experimental Results and Analysis
5 Conclusion
Acknowledgement
References
Sentiment Calculation of Chinese Microblog Based on Dependency Parsing Analysis
Abstract
1 Introduction
2 Dependency Parsing Analysis and Sentence-Type Rule
2.1 Dependency Relationship Extraction
2.2 Sentiment Computing Rules Based on Dependency
2.3 Sentence-Type Rule
3 Comprehensive Sentiment Value Calculation
4 Experiments
4.1 The Data of Experiment
4.2 Experimental Design and Results Analysis
5 Conclusions
References
An Automatic Calculation Method for Sentiment Word Polarity in Commodity Reviews
Abstract
1 Introduction
2 Related Works
3 Construction of Domain Sentiment Word Set
4 Calculation of Sentiment Polarity Value
4.1 The Sentiment Polarity Value of Character
4.2 The Sentiment Polarity Value of Word
5 Construction of Weighted Domain Sentiment Dictionary
6 Experiments
6.1 Experimental Methods
6.2 Experimental Procedure
6.3 Experiment Analysis
7 Conclusions
Acknowledgement
References
Exploring the Differences, Similarities and the Effect Between Chinese and Ghanaian Traditional Cuisines Towards a Better Appreciation and Consumption
Abstract
1 Introduction
2 Traditional Chinese Cuisine
2.1 Spinach Soup
2.2 Chinese Dumplings
3 Ghanaian Traditional Cuisine
3.1 Plantain with Cocoyam Stew (AMPESI)
3.2 Fufu and Light Soup
4 Similarities Between Chinese and Ghanaian Traditional Cuisine
5 Difference Between Chinese Cuisine and Ghanaian Cuisine
6 Bad Effect of Some Combination of Foods
7 Conclusion
Acknowledgement
References
Arithmetic Operation Recognition Method Based on BP Neural Network
Abstract
1 Introduction
2 Related Work
3 Our Scheme
3.1 Data Set
3.2 Network Layer Design
3.3 Excitation Function
3.4 Updating Rule
4 Conclusion
Acknowledgements
References
Attribute-Based Encryption Without Abuse of Private Keys
Abstract
1 Introduction
2 Preliminaries
2.1 Random Number Based on Interpolating Polynomial
2.2 Bilinear Maps
3 Secure ABE Scheme Without Abuse of Private Key
3.1 Description
4 Conclusion
Acknowledgements
References
Efficient Outsourcing of Modular Exponentiations in Cloud Computing
Abstract
1 Introduction
2 Preliminaries
2.1 Algorithm with Outsource-I/O
2.2 \alpha -Efficient, Secure Outsourcing
2.3 \beta -Checkable, Secure Outsourcing
3 Algorithm of Modular Exponentiations Exp
4 Comparison
5 Conclusion
Acknowledgements
References
Intelligent Design for Image Search Engine
Abstract
1 Introduction
2 Function Analysis
3 System Module Design
3.1 Web Crawler
3.2 Main Module
4 Improved Technique and Flow Chart
4.1 Data Filtering
4.2 ELF Hash Algorithm
4.3 Search Flow Chart
5 Experimental Results
6 Conclusion
Acknowledgments
References
Research on Identification of Handwritten Mathematical Formulas
Abstract
1 Introduction
2 Related Work
3 Identification for Writing Structure of Numerical Formulas
3.1 Overview
3.2 Structural Analysis of Normative Conventional Formulas
3.2.1 Analysis of Writing Structure of Piecewise Functions
3.2.2 Analysis of Sequential Writing Structure
3.3 Analysis of Writing Structure of Special Symbols
3.3.1 Scores Symbolic Architecture Analysis
3.3.2 Limit Symbolic Architecture Analysis
3.3.3 \sum Symbolic Architecture Analysis
3.3.4 Symbolic Architecture Analysis
3.3.5 V Symbolic Architecture Analysis
3.4 Chapter Summary
4 Model Design
4.1 Symbol Recognition Method and Rule Definition
4.2 Image Cutting Method Based on connected Area Analysis Method
5 Conclusion
Acknowledgements
References
Alias-Based Car Free-Form Surface Design
Abstract
1 Introduction
2 Automobile A-Level Surface Establishment Principle
3 Alias Surface Modeling Method
3.1 Alias Line and Surface Treatment
3.2 Point Cloud Processing
4 Alias's Free-Form Surface Positive Design
4.1 Reference Picture Import
4.2 Surface Creation
4.3 Vehicle Surface Modeling
5 Conclusion
Acknowledgments
references
Design of Planetary Gears for Wind Power Transmission Mechanism
Abstract
1 Introduction
2 Planetary Gear Design of Speed Increaser
3 Design and Check of Gears
3.1 Design and Check of the First Grade Gear
3.2 Design and Check of the Second Gear
4 Contact Strength Requirements and Bending Strength Checking
5 Conclusion
Acknowledgments
References
Green Design of Concurrent Engineering of Silkworm Machinery
Abstract
1 Introduction
2 Parallel Green Design of Silkworm Machinery
2.1 Parallel Green Design Method for Silkworm Machinery
2.2 Basic Characteristics of Parallel Green Design
2.3 Key Technologies of Parallel Green Design for Silkworm Machinery
2.3.1 Silkworm Machinery Data Management Technology [3-5]
2.3.2 Digital Modeling and Simulation Technology of Silkworm Machinery
2.3.3 Integration Technology of Information and Technology
2.3.4 Evaluation Method of Green Degree of Silkworm Machinery
3 Implementing Parallel Green Design of Silkworm Machinery
4 Conclusions
Acknowledgments
References
Preliminary Study on Optimum Design of Tower Crane Boom Based on Structural Bionics
Abstract
1 Establishment and Analysis of Finite Element Model of Boom
1.1 Basic Parameters
1.2 Force Analysis
1.3 Analysis and Calculation
2 Bionic Optimization Design of Boom
2.1 Bionic Prototype Selection
2.2 Topology Optimization
2.3 Determination of Bionic Optimizing Scheme
3 Finite Element Analysis of Bionic Boom and Comparison of Results
3.1 Analysis and Calculation
3.2 Comparison of Results
4 Conclusions
Acknowledgments
References
Research and Development of Virtual Manufacturing
Abstract
1 Introduction
2 Virtual Manufacturing
2.1 Classification of Virtual Manufacturing
2.2 Key Technologies of Virtual Manufacturing
2.2.1 Modeling Technology
2.2.2 Simulation Technology
2.2.3 Virtual Reality Technology VRT
3 Application and Development of Virtual Manufacturing
4 Development Prospect of Virtual Manufacturing
Acknowledgments
References
Finite Element Analysis of Welding Joint Stress of 506 Electrode
Abstract
1 Introduction
2 Experimental Methods and Results
2.1 Experimental Results and Analysis
2.1.1 Welding Temperature
2.1.2 Tensile Test Results
2.1.3 Torsion Experiment Results
2.1.4 Microstructure Analysis of Welded Joints
3 Analysis of Welding Residual Stress and ANSYS Simulation of Welding Stress
3.1 Basic Equation of Heat Transfer in Welding
3.2 Three Heat Transfer Modes
3.2.1 Conduction
3.2.2 Effect of Welding Factor on Stress
3.3 Temperature Field Simulation
3.3.1 Calculation of Weld Temperature
3.3.2 Solution
3.4 Stress Field Simulation
3.4.1 Static Structural
3.4.2 When Setting the Analysis Options
3.4.3 Solution
3.4.4 Tensile Stress ANSYS Finite Element Simulation
3.4.5 Torsional Stress ANSYS Finite Element Simulation
4 Conclusion
Acknowledgments
References
Application of Directed Recommendation in Text Manual Annotation
Abstract
1 Background
2 Image Annotation Recommendation System Overview
2.1 Recommended System Overview
2.2 Application of Recommendation System in Image Annotation
3 Overview of the Image Annotation Recommendation System
3.1 Data Definition and Collection
3.2 Preference Extracting
3.3 Based on the Physiology of Human Body
3.4 Evaluation and Adaptive Improvement
4 Summary
References
Application of Intelligent Video Analysis in Financial Security
Abstract
1 Introduction
2 Challenges of Financial Security
2.1 Authentication Is not Convenient
2.2 Alarm Cannot Be Generated Automatically When a Sudden Abnormal Behavior or Event Occurs
2.3 Low Video Retrieval Efficiency
2.4 Poor Safety of Unattended (ATM Machine) Environment
3 Analysis of Financial Security Problems
3.1 The Lost of Video Surveillance Resource Organization
3.2 Video Surveillance Parsing Errors
3.3 Monitoring Information Integration Is Ineffective
4 The Construction of Video Analysis and Service System
5 The Promotion of Artificial Intelligence to Financial Security
6 Typical Application of Intelligent Video in Financial Security
6.1 Alert for Suspicious Personnel at Bank Outlets
6.2 Intelligent Monitoring of Bank Teller Area
6.3 Intelligent Monitoring of Self-service Devices (ATM) in the Bank
6.4 Escort and Handover of Network
7 Conclusion
Acknowledgments
References
The Data Platform for Large-Scale Video Surveillance Systems
Abstract
1 Introduction
2 The Architecture of the Data Platform
3 Data Process Mechanisms in the Data Platform
3.1 Data Process
3.2 Data Collection
3.3 Data Storage
4 Data Efficiency in Video Surveillance Systems
5 Conclusion
Acknowledgement
References
EMC&EMI on High-Speed PCB Design
Abstract
1 Introduction
2 The Constitution of Electromagnetic Environment
2.1 Observing the Following Principles in the Selection of Electronic Components
2.2 Observing the Following Principles When Laying Out All Components of the Circuit According to the Functional Unit of the Circuit
2.3 General Layout Requirements for Components
3 The Layout of PCB
3.1 Segmentation
3.2 RF Current Suppression of Datum
3.3 Layout Separation
3.4 Design of Power Line
3.5 Protection and Shunting Line
3.6 Decoupling Between Local Power Supplies and ICS [8]
4 Conclusion
Acknowledgments
References
Iris Recognition Technology and Application Research in the Field of Public Security
Abstract
1 Introduction
2 Application of Iris Recognition Equipment
3 Applications in the Field of Public Security
4 Limitations of Iris Recognition in Applications
5 Suggestions on the Application of Iris Recognition Equipment in the Field of Public Security
Acknowledgement
References
Multiple Faults Detection of Three-Level NPC Inverter Based on Improved Deep Learning Network
Abstract
1 Introduction
2 Brief Theory of the Stacked Auto-Encoder
3 Multiple Faults Diagnosis Method for Inverter Based on GSA-SAE
3.1 Fault Modes of the Three-Level NPC Inverter
3.2 Gravitational Search Algorithm
3.3 The Flowchart of the Fault Diagnosis Based on GSA-SAE
4 Simulation Results and Analysis
5 Conclusion
Acknowledgement
References
Smart and HD Bayonet Comprehensively Search System
Abstract
1 Background
2 System Analysis
3 System Design
3.1 System Framework Design
3.2 Structured Description Module Design
3.3 Retrieval Module Design
4 Conclusion
Acknowledgements
References
The Modeling Platform for Video Surveillance Knowledge Base
Abstract
1 Introduction
2 The Architecture of the Modeling Environment
3 Tools of Video Surveillance Knowledge Base
3.1 Ontology-Based Domain Knowledge Modeling Tool
3.2 Domain Rule Modeling and Knowledge Query Tool
3.3 Domain Knowledge-Based Image Annotation and Reasoning Tool
4 The Implementation of the Platform
5 Conclusion
Acknowledgement
References
Human Action Recognition Based on Deep Learning
Abstract
1 Introduction
2 Human Action Recognition Network Model
2.1 Two-Stream Convolutional Network
2.2 Temporal Segment Networks
2.3 C3D Network
3 Human Motion Recognition Fusion Network
4 Conclusion and Future Work
Acknowledgements
References
An Effective Solution for Application Orchestration
Abstract
1 Introduction
2 Overall System Design
3 Core Layer Module Design
3.1 Application Orchestration Design
3.2 Dynamic Telescopic Design
3.3 System Monitoring Design
4 Experiment
4.1 Test Environment
4.2 Test Result
5 Conclusion and Future Work
Acknowledgements
References
The Development of an Ontology-Based Marine Injury Assessment and Treatment Decision Making Supported System
Abstract
1 Introduction
2 Previous Experimentation Results and the Design of the System
2.1 Previous Experimentation Results of Seawater Immersion Wound
2.2 Assessment Rule for Marine Injury
2.3 Experitation for Feasible Medical Treatment Under Different Sea Situation
2.4 The Design of Marine Injury Assessment and Treatment DMSS
3 The Development of the Ontology-Based DMSS Knowledge Base
4 The Construction of the Database of the DMSS
5 The Development of UI and Application of the System
6 Conclusion and Further Study
Acknowledgements
References
Design Methods of Game Interface
Abstract
1 Introduction
2 Game Interface Design Method
2.1 Structural Design of Game Interface
2.2 Game Interface Interaction Design
2.3 Visual Design of Game Interface
3 Conclusion
References
Analysis of Artillery Range Extension Technology Under Informationization Conditions
Abstract
1 Introduction
2 Principle of Base-Bleed-Rocket Compound Range Extended
2.1 Base Bleed
2.2 Rocket Assisted Engine
2.3 Base-Bleed-Rocket
3 Efficiency of the Fire Range Extended
4 Military Usage of the Extended Range Projectile
References
How to Choose the Agricultural Industrialization Management Mode with the Internet's Help
Abstract
1 Introduction
2 The Modern Agricultural Industrialization Modes
3 How to Choose the Optimum Modern Agricultural Industrialization Management Mode
3.1 Understand the Strength and Weakness of Each Mode
3.2 Know Well the Endowment Status of Regional Production Factors
3.3 Analysis the Development Stage of Regional Economy
4 Conclusions
Acknowledgments
References
Analysis of College Course Teaching Objectives and Strategies Based on Classroom Scenarios
Abstract
1 Introduction
2 Teaching Objectives
2.1 Knowledge and Skills
2.2 Process and Method
2.3 Emotional Attitudes and Values
3 The Teaching Strategy
3.1 Teaching Organization
3.1.1 Class Teaching
3.1.2 Panel Discussion
3.1.3 Individual Independent Tasks
3.2 Teaching Methods
3.2.1 Lecture Method
3.2.2 Discussion Method
3.2.3 Theme Teaching Method
3.2.4 Situational Teaching Method
3.2.5 Task-Driven Method
3.3 Learning Guide
3.3.1 Cognitive Strategy
3.3.2 Meta Cognitive Strategies
3.3.3 Emotional Strategy
3.3.4 Resource Management Strategy
3.4 Teaching Media
3.4.1 Multimedia Network Classroom
3.4.2 Courseware
3.4.3 Chalk and Blackboard
4 Conclusion
References
Personalized Prediction Based on a Regression Model with User-Item Specific Interactions
Abstract
1 Introduction
2 Methodology
2.1 Group Interaction Model
2.2 Parameter Estimation by Alternating Least Squares (ALS)
2.3 Application and Extension of Generalized Linear Models
3 Discussion
Appendix
References
Construction and Application of Multi-relational Protein Network
Abstract
1 Introduction
2 Construction of Multi-relational Network
3 Experiment
4 Conclusion
Acknowledgments
References
Design Af Intelligent Pattern Sauce Pouring Machine
Abstract
1 Introduction
2 Research Content
3 Technical Solution
4 Principle of Operation
5 Conclusion
References
College English Reading Teaching Based on WeChat and Reading Circle - a Case Study of Advanced English
Abstract
1 Research Background and Significance
2 Concept and Characteristics of the New "Reading Circle" Model Based on WeChat
2.1 Concept of "Reading Circle"
2.2 Features of WeChat + New "Reading Circle" Teaching Mode
3 Teaching Design of Advanced English Under WeChat + New "Reading Circle" Mode
4 Conclusion
References
Analysis of the Present Situation and Countermeasures of Teaching Secretaries in Private Colleges and Universities Under the Information-Based Environment
Abstract
1 The Status Quo of the Construction of Teaching Secretaries in Private Colleges and Universities Under the Information-Based Environment
1.1 Teaching Secretaries of Private Colleges and Universities Shoulder a Wide Range of Work, Heavy Workloads and Huge Responsibilities
1.2 The Overall Quality of Teaching Secretaries in Private Colleges and Universities Is Uneven, with Specialty Mismatching Issues
1.3 Insufficient Appreciation to the Role of Teaching Secretary with Lower Remuneration Packages
1.4 Higher Turnover Rate Due to Lack of Promotion Prospects and Motivations Among Teaching Secretaries
2 A Few Thoughts on Enhancing the Teaching Secretary Team Building Among Private Colleges and Universities
2.1 To Specify the Job Responsibility of Teaching Secretaries
2.2 Try to Improve the Education Background and Professional Title of Teaching Secretaries
2.3 Leaders at Various Levels Should Attach Full Importance to the Role of Teaching Secretary and Enhance the Team Building of Teaching Secretaries
2.4 Improve the Remuneration Package for Teaching Secretaries
References
DC Motor Application and Control Method in Automobile Automatic Transmission Electronic Oil Pump
Abstract
1 Introduction
2 Brushless DC Motor Works
3 Electronic Oil Pump Motor Control Method
3.1 DC Brushless Motor Control Method
3.2 Electronic Oil Pump Motor Control Method
3.3 Electronic Oil Pump Motor Control Algorithm
4 Conclusion
Acknowledgments
References
Keywords Extraction of Medical Information in the Era of Big Data
Abstract
1 Introduction
2 Establish the Concept of Cyber Intelligence
2.1 Concept of Cyber Intelligence
2.2 Research Contents
3 Identify False Information
4 Specific Methods for Keywords Extraction
4.1 Approach on the Base of Words Meaning
4.2 Learning of Intelligence
4.3 Methods on the Base of Complicated Networks
4.4 Statistical Methods
5 Conclusion
Acknowledgments
References
Informatization Teaching of Optional Courses of Physical Education in Colleges and Universities
Abstract
1 Introduction
2 The Meaning of Education Informatization and Physical Education Informatization in Colleges and Universities
3 The Application of Informatization in the Teaching of the Physical Education Optional Theory Course in Colleges and Universities
4 The Application of Informatization in the Practice Teaching of Physical Education Option in Colleges and Universities
5 Summary
References
Intelligent Distribution System Based on "Internet +" Logistics
Abstract
1 Introduction
2 The Necessity of Intelligent Distribution and City Development Based on "Internet Plus"
3 Problems Existing in the Construction of Urban Intelligent Common Distribution System
3.1 Lack of Corresponding Supporting Standards
3.2 Low Prevalence of RFID
3.3 Ambiguous Operation Right
3.4 Confusion of the Receipt Attribution
4 Suggestions on Establishing Intelligent Common Distribution System in Different Fields
4.1 Construction of Intelligent Co-distribution System in Commercial Circulation and Manufacturing Industry
4.2 Construction of Intelligent Common Distribution System
5 Summary
References
Development of Business Push System Based on Bluetooth BLE Positioning
Abstract
1 Introduction
2 Research Object and Meaning of This Project
3 System Design
3.1 Bluetooth 4.0 BLE Anchor Design
3.2 Mobile Phone Application Terminal Software Design
3.3 Background Server Design
4 Conclusion
References
Informatization Construction of College Art Design Education
Abstract
1 Introduction
2 Overview of Current Information Construction
3 The Path of Art Design Education Information Construction
3.1 The Basic Principles of Carrying Out Information Construction
3.2 The Main Method of Informatization Construction
4 Conclusion
Acknowledgments
References
Development and Research on the Informationization of Physical Education in Colleges and Universities
Abstract
1 Introduction
2 Development and Application of Information Technology in College Physical Education
3 Problems in Informationization of Physical Education in Colleges and Universities
4 The Reform Approach of College Physical Education Informatization Teaching in the New Era
5 Summary
References
Network Traffic Classification and Control Technology Based on Decision Tree
Abstract
1 Introduction
2 The Construction Process of Decision Tree
3 Experimental Evaluation
4 Conclusion
References
A Vulnerability Mining Method of Web Application Based on Neural Network and Crawler Technology
Abstract
1 Introduction
2 Data Mining
3 Neural Network
4 Web Crawler Technology
5 Conclusion
References
Intelligent Reconstruction Plan for Old Stairs in Ordinary Community
Abstract
1 Research Background and Significance
2 Intelligent Transformation Plan for Community-Oriented Old Staircase
3 Conclusion
References
Network Traffic Prediction Based on Machine Learning Model
Abstract
1 Introduction
2 Support Vector Machines
3 Network Flow Data Acquisition
4 Conclusion
Acknowledgments
References
Appeal Mechanism of IEEE and Its Enlightenment
Abstract
1 Introduction
2 Brief Introduction of IEEE
3 Analysis of Appeal Mechanism of IEEE
3.1 Appeal Mechanism for IEEE-SA BOG
3.2 Appeal Mechanism for IEEE-SASB
4 Characteristics and Enlightenments of Appeal Mechanism of IEEE
4.1 Setting up the Main Post and Deputy Post
4.2 Setting up Appeal Mechanism Refer to the Hierarchy of the Standardization Technical Organization
4.3 Confirm the Members of Appeal Panel Flexibly
4.4 Strengthen Interaction Between the Appellant and the Appellee
5 Conclusion
Acknowledgments
References
Reform and Innovation of College English Teaching Mode Based on "Internet+"
Abstract
1 Introduction
2 Problems in College English Teaching Under the Background of "Internet+"
3 Innovative Strategies of the College English Teaching Model Based on "Internet+"
4 Summary
References
Computer Teaching Reform in Colleges and Universities Under the Background of Informatization
Abstract
1 Introduction
2 The Dilemma of Computer Education in Colleges and Universities Under the Background of Informatization
3 Strategies and Measures for Computer Teaching Mode Innovation in Colleges and Universities Under the Background of Informatization
4 Summary
References
The Application of Task-Driven Teaching Method in ERP Informatization Experiment Teaching
Abstract
1 Introduction
2 The Meaning and Characteristics of Task-Driven Method
3 The Application of Task-Driven Teaching Method in ERP Informatization Experiment Teaching
4 Summary
Acknowledgement
References
Performance Analysis of Full Duplex Transmission in Hybrid Communication System Based on 5G Mobile Network
Abstract
1 Theoretical Analysis of 5G Full Duplex D2D Communication System
1.1 5G Full Duplex Transmission Mode
1.2 D2D Communication System
2 Optimal Control Power Planning for 5G Full Duplex D2D Information Transmission
2.1 Establish the Best Hypothetical Model
2.2 Structural Programming Analysis
2.3 Research on Simulation Practice
3 Conclusion
References
Discussion on the Training Mode of Mobile Communication Technology Professionals Based on School-Enterprise Cooperation
Abstract
1 Introduction
2 Innovative Talents Training Model
2.1 Course System of Professional Talents Training Model
2.2 Training Platform for Collaborative Talents Between Schools and Enterprises
3 Summary
Acknowledgments
References
Teaching Methods of the Filmmaking Major Adapted to the Development of 3D Film Industry
Abstract
1 Introduction
1.1 The History of 3D Filmmaking
1.2 The Current Situation of China's 3D Film Industry
2 Teaching Method of the Filmmaking Major
2.1 Project-Based Teaching Method
2.2 Flipped Classroom
3 Conclusion
References
Implementation and Improvement of College Course Teaching Process Based on Classroom Scenario
Abstract
1 Introduction
2 The Implementation of the Teaching Process
2.1 Teacher and Student Cognition, Establish Teacher-Student Contact
2.2 Topic-Oriented, Pre-class Exploration
2.3 Leading the Problem, Introducing New Lessons
2.4 Problem-Driven, Exploring New Knowledge
2.5 Creating Scenarios and Deepening Cognition
2.6 Diffusion of Ideas and Expansion of New Knowledge
2.7 Summary, Consolidation and Improvement
2.8 Task-Driven, Reinforcement Learning
3 Teaching Improvement
3.1 Teaching Philosophy
3.2 Teaching Methods
3.3 Teaching Process
4 Conclusion
References
The Method of Construction and Analysis of Gene Regulatory Network
Abstract
1 Introduction
2 Some Applications of Control Theory in the Study of Gene Regulatory Networks
3 Some Related Problems of Gene Regulatory Network Control
4 Conclusion
Acknowledgments
References
Design of Shower Head for Controlling Water Output
Abstract
1 Introduction
2 Characteristics of Traditional Shower Heads
3 Research Content of the Shower Head for Controlling Water Output
4 The Working Principle of the Design
5 Conclusion
References
Working Mode of Hospital Cyber Intelligence Under Network Environment
Abstract
1 Introduction
2 Working Mode of Medical Cyber Intelligence
2.1 Contents and Methods of Medical Cyber Intelligence
2.2 Concept of Network Intelligence
3 Formation and Development of Network Pose Challenges
3.1 Establishment of Network Medical Information Working Mode
3.2 The Research Method Is Based on the Internal Intranet
3.3 Principle of Discovering False Information
4 Conclusion
Acknowledgments
References
Computer Thinking and Basic Computer Education in Colleges and Universities
Abstract
1 Introduction
2 The Meaning and Effect of Computer Thinking
3 The Relationship Between Computer Thinking and Computer Teaching
4 The Present Situation of Computer Basic Education in Colleges and Universities
5 The Path of Computer Education in Colleges and Universities Based on the Computer Thinking
6 Summary
References
The Content and Workflow of Game UI Design
Abstract
1 Introduction
2 The Content of Game UI Design
2.1 The Visual Element-Look
2.2 Audio Element-Listen
2.3 Interactive Elements-Sensation
3 Game UI Design Workflow
4 Conclusion
References
Application of Computer Technology in Art Design
Abstract
1 The Changes Brought About by Computer Technology to the Art Design Work
2 The Application of Computer Technology in Art Design
2.1 The Application of Computer Technology in the Creation of Basic Patterns
2.2 Application of Computer Technology in Color Matching
2.3 Application of Computer Technology in Stereo Design
3 The Promoting Effect of Multimedia Technology on Art Teaching
3.1 Can Stimulate Students' Interest in Learning
3.2 Can Improve the Efficiency of the Classroom
References
A New PID Algorithm
Abstract
1 Introduction
2 Mathematical Model
3 PID Control Algorithm
3.1 PID Control Algorithm
3.2 Neural Network Algorithm
4 Control System Simulation Research
5 Conclusion
References
Application of Selective Information Integration Algorithm in Financial Credit Evaluation
Abstract
1 Introduction
2 Research Method
3 Result
4 Analysis and Discussion
5 Conclusion
References
Analysis of Modern Media Information Transmission Protocol Based on Heterogeneous Network Structure
Abstract
1 Introduction
2 MPEG-2 Transport Stream
3 MMT Error Protection
4 Analysis and Discussion
5 Conclusion
References
Application of Cloud Computing Information Processing System in Network Education
Abstract
1 Introduction
2 Cloud Computing Platform Design
3 The Overall Design of the Network Education Platform
4 System Test Evaluation
5 Conclusion
References
Research on Information Collection and Management of Improve ESIA's Internet of Things Devices
Abstract
1 Introduction
2 Research Method
3 Programming of Equipment Terminal
4 Analysis and Discussion
5 Conclusion
Acknowledgement
References
Computer Aided Tourism Platform Design and Route Planning
Abstract
1 Introduction
2 Computer Intelligent Client Technology
3 Market Demand Analysis
3.1 Self-help Travel Needs
3.2 Route Search Requirements
3.3 System Analysis
4 Overall System Design
4.1 Database Layer Design
4.2 Business Layer Design
4.3 Presentation Layer Design
5 Conclusion
Acknowledgement
References
Research on the Application of Automation Software Control System in Tea Garden Mechanical Picking
Abstract
1 Introduction
2 Research Method
3 Discriminant Model Establishment
4 Software Control
5 Conclusion
Acknowledgement
References
Open Community Education Model Based on Internet of Things and Intelligent Technology
Abstract
1 Introduction
2 Research Method
3 Database Design
4 Analysis and Discussion
5 Conclusion
Acknowledgement
References
Open University Participation in Community Education Based on Smart Network and Artificial Intelligence
Abstract
1 Introduction
2 Research Method
3 Functional Modules
4 Analysis and Discussion
5 Conclusion
Acknowledgement
References
Community Education Course Recommendation Based on Intelligent Recommendation Algorithm
Abstract
1 Introduction
2 Research Method
3 System Test
4 Analysis and Discussion
5 Conclusion
Acknowledgement
References
Research on Quanzhou Sports Brand Communication Based on Neural Network Recommendation Algorithm
Abstract
1 Introduction
2 Research Method
3 Quanzhou Sports Brand Communication
4 Discussion and Analysis
5 Conclusion
Acknowledgement
References
Home Environment Simulation and Interior Design Based on Neural Network
Abstract
1 Introduction
2 Research Method
3 Design Result
4 Analysis and Discussion
5 Conclusion
References
Using Barrage Technology to Support Traditional Classroom Teaching Research
Abstract
1 Introduction
2 Client Software Module Structure
3 Functional Module Design
4 Analysis and Discussion
5 Conclusion
Acknowledgement
References
Research on Cultural Resource Information Management System in Internet + Times
Abstract
1 Introduction
2 Storage Service
3 System Architecture Diagrams
4 Analysis and Discussion
5 Conclusion
References
Structural Health Monitoring Based on BP Network and Magnetic Memory
Abstract
1 Introduction
2 Research Method
3 Result
4 Analysis and Discussion
5 Conclusion
Acknowledgement
References
Multi-cluster Fast Information Statistics Algorithm Based on Probability
Abstract
1 Introduction
2 Research Method
3 Result
4 Discussion and Analysis
5 Conclusion
Acknowledgement
References
Intelligent Classroom Control System with Early Warning Function
Abstract
1 Introduction
2 The Overall Framework Design of Intelligent Classroom Control System with Early Warning Function
3 System Design
3.1 Fingerprint Sign-in System Design
3.2 Temperature and Humidity Detection First-Level Infrared Emitter System Design
3.3 Lighting, Window Control Open Module Design
3.4 Outdoor Detection and Alarm Device Design
3.5 WIFI Transmission Protocol Settings
4 Conclusion
References
Private Cloud Storage Technology and Platform Security Analysis Based on Cloud Computing and Intelligent System
Abstract
1 Introduction
2 Construction Process of Data Security Risk Assessment Index System
2.1 Private Cloud Introduction
3 Optimization Training of Data Security Risk Assessment
4 Numerical Simulation Results and Analysis
5 Conclusion
References
Analysis of E-commerce Customer Consumption Model Based on Artificial Intelligence and Computer Aided
Abstract
1 Introduction
2 Cloud Service Platform
2.1 Cloud Service Platform and Cloud Computing
2.2 Safety Indicators
2.3 Internet Technology
3 Construction of Electronic Marketing System Based on Cloud Service Platform
3.1 Information Technology Support System
3.2 Value Chain Management
4 Conclusion
References
Research on Vehicle Routing Planning Algorithm for Supply Chain Logistics Distribution
Abstract
1 Introduction
2 Supply Chain Transmission Management
3 Vehicle Route Planning
4 Vehicle Routing Problem and Its Algorithms
4.1 Definition of Vehicle Routing Problem
4.2 Vehicle Routing Problem Algorithms
4.2.1 Exact Algorithms
4.2.2 Heuristic Algorithms
4.2.3 Advantages and Disadvantages of Heuristic Algorithm
5 Conclusion
References
Research on Overseas Communication Mechanism of Moyan Novels Based on Network Cloud Computing
Abstract
1 Introduction
2 Cloud Computing Architecture
3 Overseas Translation of Mo Yan's Works
4 The Reasons Why Mo Yan's Works Attracted Attention Abroad
5 Conclusion
Acknowledgement
References
Tourism Design of Forest Park Based on Artificial Intelligence and GIS System
Abstract
1 Introduction
2 The Theoretical Basis of Forest Plant Landscape Planning
2.1 Guiding Ideology
2.2 Planning Goals
2.3 Planning Principles
2.4 Analysis of the Factors of Forest Plant Landscaping
3 Plant Configuration and Landscape Planning of Forest Park
3.1 In Order to Establish a Composite Layer
3.2 Ornamental Plant Allocation and Planning
3.3 Overview of GIS
4 Plant Landscape Design in Different Regions of Forest Park
4.1 Plant Landscape Design in the Sightseeing Area
4.2 Plant Landscape Design in Camping Barbecue Area
4.3 The Planning and Design of the Plant Landscape in the Recuperation Resort
4.4 Planning and Design of Plant Landscape on Both Sides of Forest Park Road
5 Conclusion
References
Analysis of Basketball Training Model Optimization Based on Artificial Intelligence and Computer Aided Model
Abstract
1 Introduction
2 Analysis of Data Mining Algorithm
2.1 Analysis of Association Rules
2.2 Analysis of Data Mining Based on Markov Process
3 Basketball Technical and Tactical Analysis Based on Data Mining
3.1 Data Collection
3.2 Technical and Tactical Analysis of Basketball Characteristics and Technical and Tactical Analysis Orientation Analysis
3.3 Technical and Tactical Analysis of Key Action of Basketball
4 Conclusions
Acknowledgement
References
Technological Innovation of Manufacturing Industry Based on Genetic Network and Cloud Computing Information
Abstract
1 Introduction
2 Data Mining and Prediction
2.1 Data Mining
2.2 Data Prediction
3 Cost Management Under Lean Production
3.1 Lean Production
3.2 Cost Management Method Under Lean Production
4 Construction of Cost Management System
4.1 Target Cost Planning
4.2 Analysis of Operations in Target Cost Planning
5 Conclusions
Acknowledgement
References
Research on Manufacturing Industry Transition in Guangdong-Hong Kong-Macao Greater Bay Area Based on Cloud Computing and Computer Aided Analysis
Abstract
1 Introduction
2 Service Innovation of Manufacturing Enterprises
2.1 Analysis of the Path of Service Innovation
2.2 Analysis of Service Innovation Model
2.3 Manufacturing Industry Transition in Guangdong-Hong Kong-Macao Greater Bay Area
3 Main Influencing Factors of China's Manufacturing Upgrading
3.1 Supply of Capital Elements of Senior Talent
3.2 Technical Ability
3.3 Development of Productive Service Industry
3.4 Export Trade
4 Construction of Global Value Chain Upgrading Model for Chinese Manufacturing Enterprises
4.1 Selection of Variables
4.2 Correlation Analysis of Single Variables
4.3 Model Setting
4.4 Result Analysis
5 Conclusion
Acknowledgement
References
Promotion of Morrison's Realistic Novels Based on Information Technology and Artificial Intelligence
Abstract
1 Introduction
2 The Proposed Methodology
2.1 Artificial Intelligence Technology
2.2 Virtual Reality Technology
3 Magic Character Moulding
4 Exaggeration and Mystery
5 Conclusion
Acknowledgement
References
Construction and Empirical Research on the Competency Model of Rural E-commerce Innovation and Entrepreneurship
Abstract
1 Introduction
1.1 Questionnaire Design
1.2 Questionnaire Pre-survey
2 Research and Analysis
2.1 Exploratory Factor Analysis
2.2 Factor Naming
2.3 Confirmatory Factor Analysis
3 Analysis and Discussion of Rural E-commerce Entrepreneurial Competency Model
4 Countermeasures and Suggestions on the Cultivation of Rural E-commerce Talents
4.1 Constructing the Cooperative Training Mechanism of Rural E-commerce Talents
4.2 Construct a Targeted Talent Training System
4.3 Establish the Performance Appraisal System for Rural E-commerce Talents
4.4 Designing the Salary Management Model of Rural E-commerce Talents
5 Conclusion
Acknowledgement
References
Study on the College Teaching Support Service System Based on Data Mining and Internet Platform
Abstract
1 Introduction
2 Current Problems in College Teaching Support Service System
2.1 Ineffectively Functioned College Teaching Service
2.2 Outdated Teaching Software and Hardware Facility
3 Analysis on Reasons for Problems in Current College Teaching Support Service System
3.1 Mistargeted Teaching Service Led by Teaching Management Mentality
3.2 Incomplete Teaching Management and Incentive Mechanism
3.3 Lack of Long-Term Teaching Support Service Mechanism
4 Path to Build a College Teaching Support Service System in the Internet+ Era
4.1 Transforming the Teaching Quality Philosophy from "Teaching Guarantee" to "Teaching Development"
4.2 Constantly Innovating the Regime to Provide Organizational and Professional College Teaching Support
4.3 Update the Training Philosophy for College Teachers Comprehensively and Proactively
4.4 Strengthening the Software and Hardware Infrastructure of College Teaching Support Service System
4.5 Building a Three-Level "College, School and Program" Teaching Support Service System
5 Conclusion
Acknowledgement
References
Privacy-Friendly Personality Recognition in Social Media: A Case Study of Chinese WeChat Users
Abstract
1 Introduction
1.1 Personality and Personality Recognition
1.2 Social Media and WeChat
1.3 Related Works
1.4 Our Work and Contributions
2 Research Illustration
2.1 Participants
2.2 Personality Traits
2.3 Data Description
2.4 Personality Recognition Evaluation
3 Research Preparation
3.1 Extraction of Personality Traits Labels
3.2 Selection of Active Users
3.3 Collection of Social Media Data
4 Modelling Process
4.1 Collection of Social Media Data
4.2 Model Training
4.3 Model Result
5 Conclusion
6 Future Work
Funding
References
Application of Artificial Intelligence in Primary and Secondary Schools: A Case Study of Scratch
Abstract
1 Introduction
2 Case Study: The Production Process of Scratch Works
3 Scratch's Advantages in the Cultivation of the Students' Innovative Thinking
4 How to Enlighten Students' Innovative Thinking in Scratch Teaching
5 Summary
Acknowledgement
References
A Heuristic Search Method Based on GA-SA Algorithm
Abstract
1 Introduction
2 Genetic Algorithm
3 Simulated Annealing Algorithm
4 Conclusion
References
Application of 3D Animation Technology in Roaming Visualization of Anhui Museum
Abstract
1 A General Introduction to Anhui Museum
2 Application of 3D Animation Technology in Roaming Visualization
2.1 Pre-planning
2.2 Mid-term Creation
2.3 Post-processing and Output
3 The Value of the Application of 3d Animation Technology in Roaming Visualization of Anhui Museum
3.1 To Innovate the Appreciation Mode of Anhui Museum
3.2 To Innovate the Dissemination Channel of Anhui Museum
4 Conclusion
Acknowledgements
References
Eco-Environmental Geological Evaluation of Environmental Impact of Mining
Abstract
1 Introduction
2 Present Situation of Environmental Resources Geology Affected by Mining Development
3 Characteristics of Evaluation of Environmental Impact
4 Organic Synthesis of Mining Development and Protection of Eco-Environmental Geology
5 Conclusion
References
The Influence of "Internet+" on the Management of Business Capital and the Optimization Methods
Abstract
1 Connotation of "Internet+"
2 Features of "Internet+"
2.1 Innovation-Driven
2.2 Remodeling
2.3 Industrial Connection
3 The Influence of "Internet+" on the Management of Operating Funds in All Links of Enterprises
3.1 The Impact of "Internet+" on Enterprises' Procurement Funds
3.1.1 Save Procurement Costs
3.1.2 Reduce Storage Costs
3.2 The Impact of "Internet+" on the Production Capital of Enterprises
3.3 The Impact of "Internet+" on the Sales Revenue of Enterprises
3.3.1 Integrate Sales Channels
3.3.2 Build the Sales Mode of Integration of Personnel and Orders
4 Optimization Means of Operating Capital Management of Enterprises Under "Internet+"
4.1 Strengthen the Commercial Credit Management of Accounts Payable
4.2 Promote the Construction of Internet Factories
4.3 Industrial Robots to Replace Artificial Labor
4.4 Strengthen Accounts Receivable Management
5 Conclusion
References
Second Classroom Teaching of College English Based on "We Media"
Abstract
1 Introduction
2 The Present Situation and Deficiency in the Second Classroom Teaching of College English
2.1 The Orientation of the Teaching Activities in the Second Classroom of College English is Wrong
2.2 The Teaching Activities in the Second Classroom of College English Lack the Characteristics of Science, Planning and Flexibility
2.3 The Interaction Between Teachers and Students in the Second Classroom Teaching of College English is not Strong
2.4 The First Classroom Teaching and the Second Classroom Teaching Disconnect in College English
2.5 The Relocation of College English Teachers' Identity by the Application of "We Media" Technology
3 The Development Expectation of the Application of "We Media" Teaching Mode in the Second Class of College English
3.1 Giving Full Play to the Efficiency and Flexibility of the Second Class of College English
3.2 Promoting College Students' Interest in English Learning
3.3 Promoting the Integration of the First Classroom and the Second Classroom Teaching
4 Summary
References
Practical Teaching System of Electronic Information Engineering Major Based on Cultivation of Innovative and Entrepreneurial Ability
Abstract
1 Introduction
2 Current Situation of Practical Teaching of Electronic Information Major in China
3 The Strategy of the "Four-Dimensional Integration" Practical Teaching System of the Electronic Information Engineering
4 Summary
Acknowledgments
References
Application of Virtual Reality Technology in Anhui Museum Roaming Experience
Abstract
1 Introduction to Anhui Museum
2 Development and Application of Virtual Reality
3 Application of Virtual Reality in Digital Anhui Museum
4 Summary
Acknowledgements
References
Research and Teaching Reform of Independent Learning Ability in Oral Tourism English Based on WeChat
Abstract
1 Overview of Independent Learning
2 The Present Situation of Oral English Teaching in Tourism
3 Cultivation and Teaching Reform of Independent Learning Ability in Oral Tourism English Based on WeChat
3.1 Different Cultivation Methods
3.2 Set Clear Teaching Objectives
3.3 Develop English Learning Skills and Abilities
3.4 Combination of Multiple Teaching Methods
3.5 Advantages of WeChat Platform for Independent Learning
4 Conclusion
Acknowledgments
References
Higher Mathematics Teaching Reform in Applied Undergraduate Colleges Based on Mooc
Abstract
1 Introduction
2 Overview of Mooc
3 The Reform Strategy of Higher Mathematics Teaching in Applied Undergraduate Colleges Under the Background of Mooc
3.1 Change the Teaching Model of Traditional Higher Mathematics
3.2 Realize the Connection Between Online and Offline Teaching Links
3.3 Actively Advocate Diversified Teaching Evaluation Methods
4 Summary
Acknowledgments
References
The Construction of Undergraduate Pathway Curriculum System in Higher Vocational Education in Mechanical Engineering
Abstract
1 The Basis and Ideas for Construction
2 The Construction of the Theoretical Curriculum System
2.1 Integrate Course Content, Select Course Categories
2.2 According to the Basic Situation of Students, Adjust the Course Start Stage
2.3 Build a Professional Basic Course Platform
2.4 Implement Hierarchical Teaching, Integrated Teaching of Theory and Practice, and Open a "Double Teacher" Course
3 The Construction of the Practical Curriculum System
3.1 The School-Enterprise Cross-Training Module
3.2 Competition Innovation Module
3.3 Apprenticeship Enterprise Practice Module
4 Conclusion
Acknowledgments
References
Analysis of Jesuits' Contribution to TCM Communication from the Perspective of Informatization
Abstract
1 Introduction
2 Introduction to Chinese Herbs
3 Introduction to Preventive Medicine
4 Introduction of Medicinal Diet
5 Introduction to Pulse Diagnosis
6 Introduction to Chinese Medicine Classics
7 Summary
References
Application of Data Mining Technology in College Students' Employment Analysis
Abstract
1 Introduction
2 The Application Status of College Student Employment Information Management System
3 The Working Principles of Data Mining
4 Analysis of College Students' Employment Based on Data Mining
5 Special Attention on the Application of Data Mining in College Students' Employment Analysis of
6 Summary
References
The Application of Computer in Physical Education Teaching and Its Influence on Campus Culture
Abstract
1 Introduction
2 Using Multimedia Technology to Stimulate Students' Interest in Physical Education Learning so as to Improve Its Influence on Campus Culture
3 Using Multimedia Technology to Highlight Teaching Key Points and Break Through Teaching Difficulties so as to Improve Its Influence on Campus Culture
4 Using the Feedback Function of Multimedia Technology to Strengthen the Improvement of Students' Action Technology so as to Improve Its Influence on Campus Culture
Fund Project
References
Spread and Control of College Students' Network Rumor Under the Environment of Self-media
Abstract
1 Introduction
2 The Characteristics of Network Rumors Under the Environment of Self-media
2.1 Reasons for the Formation of Network Rumors
2.2 Characteristics of the Spread of Network Rumors
3 The Influence of Network Rumors on Society and College Students
4 Strategies for Coping with Internet Rumors in the Era of Self-media
4.1 Measures at the Social Level
4.2 Measures at the University Level
4.3 Measures at the Individual Level for College Students
5 Conclusion
Acknowledgments
References
Integration of Theory and Practice Teaching in Electrical Specialty for Applied University
Abstract
1 Introduction
2 Characteristics of Talent Cultivation in Applied Undergraduate Colleges
3 The Connotation of Practical Teaching System
4 Disadvantages of the Existing Practical Teaching Links in Colleges and Universities
4.1 The Theoretical Explanation and Practice Links are Independent of Each Other in the Teaching Process
4.2 The Teacher's Operational Ability is Weak
5 Conclusion
Acknowledgments
References
Medical Information Engineering in Clinical Practice
Abstract
1 Introduction
2 Development of Medical Information Engineering
3 Strengthening the Joint Between Enterprise and University
3.1 Training and Cultivating Students' Practical and Innovative Abilities
3.2 Hardware Courses
3.3 Software Courses
3.4 Proper Combination of Software Courses and Hardware Courses
4 Conclusion
Acknowledgments
References
Discussion of Related Issues in the Design of High Frequency Transformer and Its Application
Abstract
1 Introduction
2 Selection of Copper Core for High Frequency Transformer
2.1 Select Materials for Magnetic More Based on Working Frequency
2.2 Determine the Variety of Ferrite Core According to the Types of Transformers
2.3 Choose the Ferrite Core of Right Shapes Based on the Transformer's Electrical Parameters
3 Calculation Method of Air Gap Width of High Frequency Transformer
4 Conclusion
Acknowledgments
References
Analysis on the Application of Multimedia Technology in the Teaching of College Ideological and Political Courses
Abstract
1 Introduction
2 Problems and Reasons for the Application of Multimedia Technology in the Teaching of College Ideological and Political Courses
2.1 The Occupation of Classroom Time Has Been Reduced While the Amount of Information of Teaching Has Increased
2.2 Programmed Teaching Forms Have Led to the Lack of Interaction in Class, Thus Becoming a Mere Formality
2.3 Excessive Entertainment on the Part of Classroom Teaching Is Not Good for Students' Learning of Ideological and Political Theory
3 Suggestions on the Application of Multimedia Technology in the Teaching of College Ideological and Political Courses
3.1 Follow Teaching Plan and Rationally Enrich the Contents in Classroom Teaching with Emphasis Laid on Innovativeness
3.2 Accurately Grasp the Relationship Between "Teaching" and "Learning" with Attention Paid to the Combination of New and Old Teaching Modes
3.3 Properly Make Use of Multimedia Technology to Make Courseware in a Scientific and Rational Way
4 Conclusion
References
Construction of Library Information Service Under the "Internet+" Environment
Abstract
1 Introduction
2 The Impact of "Internet+" on Library Information Services
2.1 Changes in the Information Environment
2.2 Change in User Information Needs
2.3 Changes in Management and Service Modes
3 Existing Problems of Library Information Service Under the "Internet+" Environment
3.1 Lagging Information Service Concept
3.2 Incomplete Collection Structure
3.3 Single Information Service Mode
4 Strategies for Library Information Service Construction Under the "Internet+" Environment
4.1 Actively Innovate the Service Concept
4.2 Actively Improve Collection Structure
4.3 Innovate the "Internet+" Service Mode
5 Summary
References
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International Conference on Applications and Techniques in Cyber Intelligence ATCI 2019

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