2021 International Conference on Applications and Techniques in Cyber Intelligence

Name: 2021 International Conference on Applications and Techniques in Cyber Intelligence | Applications and Techniques in Cyber Intelligence (ATCI 2021) Volume 2
Brand: Springer
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Applications and Techniques in Cyber Intelligence (ATCI 2021) Volume 2

Jemal Abawajy Zheng Xu Mohammed Atiquzzaman Xiaolu Zhang(Herausgeber*in)

Springer (Verlag)

Erschienen am 17. Juli 2021

XXVI, 926 Seiten

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978-3-030-79197-1 (ISBN)

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Beschreibung

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Inhalt

Intro
Foreword
Welcome Message
Organization
General Chairs
Online Conference Organizing Chairs
Program Chairs
Publication Chairs
Publicity Chairs
Website and Local Service Chairs
Program Committee Members
ATCI 2021 Keynotes
Contents
Cyber Intelligence for Industrial, IoT, and Smart City
Construction of User Evaluation System of Distribution Network Based on Big Data Technology
Abstract
1 Introduction
2 Big Data and Distribution Network
2.1 Big Data Technology
2.2 Distribution Network
3 Simulation Experiment of User Evaluation System of Distribution Network
3.1 Experimental Environment
3.2 Construction of the Evaluation System
4 Discussion
4.1 Model Simulation Results
4.2 Algorithm Performance Analysis
5 Conclusions
References
Distribution Network Load Forecasting Model Based on Big Data
Abstract
1 Introduction
2 Related Concepts and Definitions
2.1 Three Level Network
2.2 Distribution Network Load Forecasting
2.3 Load Forecasting Method
2.4 Limitations of Traditional Load Forecasting
3 Design of Distribution Network Load Forecasting Model Based on Big Data.
3.1 Incremental Network
3.2 Based on Power Data
4 Example Analysis
4.1 Commercial User Experiment
4.2 Residential User Experiment
5 Conclusion
References
An Exploration on Sanya City Image Communication in the Era of Big Data
Abstract
1 Introduction
2 The Dilemma of Sanya's Urban Image Communication in the Era of Big Data
2.1 Lack of the Idea of Using Big Data to Spread the Image of the City
2.2 The Brand Awareness is Not Strong, and the Urban Image Communication Lacks Personality
2.3 Weak Foundation for Big Data Application
2.4 There is a Shortage of Relevant Talents for Big Data to Spread the City Image
3 The Shaping Strategy of Sanya City Image Communication in the Era of Big Data
3.1 Establish a Big Data Concept for City Image Communication
3.2 Reshaping a New Sanya City Image Communication System
3.2.1 Strategy of the Main Body of Communication: Give Full Play to the Advantages of Big Data and Optimize the Main Structure of Big Data Dissemination
3.2.2 Communication Content Strategy: Optimize the Content of City Image Communication
3.2.3 Audience Dissemination Strategy: Insight into the Needs of the Audience and Accurate Dissemination of the City Image
3.2.4 Communication Channel Strategy: Efficiently Integrate the Channels and Means of City Image Communication
3.3 Improve the Foundation of Big Data and Cultivate a Team of Talents with Multiple Skills
4 The Orthopedic Strategy of Sanya City Image Communication in the Era of Big Data
4.1 Use Big Data for Agenda Setting and Guide Public Opinion
4.2 Use Effective Monitoring of Public Opinion to Actively Resolve the Crisis
4.3 Use Big Data to Restore the Image of the City
5 Conclusion
References
IOT Gateway Based on Microservices
Abstract
1 Introduction
2 IoT Gateway Based on Microservice Architecture
2.1 Construction Scheme of a Microservice-Based IoT Gateway Platform
2.2 Implementation of the IoT Gateway Hardware Platform
2.3 Design and Implementation of IoT Gateway Software
2.4 Data Security Communication Algorithm of IoT Gateway
3 Experimental Research on IoT Gateway Based on Microservice Architecture
3.1 Software Portability and Efficiency Test
3.2 Experimental Algorithm Design
4 Experimental Research and Analysis of IoT Gateway Based on Microservice Architecture
4.1 Software Portability and Efficiency Test Analysis
4.2 Speed Test of Embedded Platform
5 Conclusions
Acknowledgements
References
Comparative Research on Blockchain Consensus Algorithms Applied in the Internet of Things
Abstract
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Comparison Methods of Blockchain Consensus Algorithms Applied to the Internet of Things
2.1 Dpos Algorithm
2.2 Proof of Work Mechanism
3 Comparative Experiment of Blockchain Consensus Algorithms Applied to the Internet of Things
3.1 Throughput Data Collection of Experimental Verification Algorithm
3.2 Blockchain Consensus Algorithm Design Applied to the Internet of Things
4 Comparative Analysis of Blockchain Consensus Algorithms Applied to the Internet of Things
4.1 Analysis Standard of Consensus Algorithm
4.2 Consensus Algorithm Mechanism Data Analysis
5 Conclusions
References
Public Attention and Housing Prices: City Panel Data Based on Search Big Data
Abstract
1 Introduction
2 Data and Methods
2.1 Data Sources
2.2 Methods
2.3 Descriptive Statistics
3 Empirical Analysis
3.1 Stationary Analysis
3.2 Analysis of Autoregressive
3.3 Impulse Response
3.4 Variance Analysis
4 Conclusion
Acknowledgments
References
Transmission Delay in Optical Fiber Communication System of Power Transmission and Transformation
Abstract
1 Introduction
2 Electric Power Production Service Networking
2.1 OTN/SDH-Based Electric Power Service Networking
2.2 OTN OSU-Based Electric Power Service Networking
2.3 OTN OSU Perfectly Carries Core Electric Power Services
3 Channel Transmission Delay in the OTN+SDH Architecture
3.1 Optical Fiber Transmission Delay
3.2 Calculation of Transmission Delay
4 Calculation of Transmission Delay in the OTN OSU Architecture
4.1 Functional Model of the OTN OSU Device
4.2 OTN OSU Access Devices
5 Conclusion
Acknowledgments
References
Terminal Security Protection System of Power Internet of Things Based on Machine Learning
Abstract
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Power Internet of Things Terminal Security Protection System Based on Machine Learning
2.1 Decision Tree Method
2.2 Reinforcement Learning Method
3 Terminal Security Protection System of Power Internet of Things Based on Machine Learning
3.1 Experimental Design of Safety Protection System
3.2 Experimental Data Collection of Safety Protection System
4 Data Collection and Analysis of Safety Protection System Experiment
4.1 Safety Protection Reliability Analysis
4.2 Efficiency Data Before and After Protection
5 Conclusions
Acknowledgements
References
Analysis of Output and Load Characteristics of VPP in Consideration of Uncertainty
Abstract
1 Introduction
2 VPP Scheduling Optimization Model Considering Uncertainty
2.1 Objective Function
2.2 Constraints
3 Identification of Key Influencing Factors of Output and Load Characteristics of VPP
3.1 Influence Factors of VPP Load
3.2 Influencing Factors of VPP Output
4 Case Analysis
4.1 Basic Data
4.2 Result Analysis
5 Conclusions
Acknowledgements
References
Path Analysis of Implementing Whole Process Engineering Consulting Mode in Power Grid Project
Abstract
1 Introduction
1.1 The Management Structure of Whole Process Consulting Mode
2 Analysis the Change Caused by Mode
2.1 The Analysis of Change Content Analysis
2.2 The Analysis of Transformation Route
2.3 The Analysis of Transformation Route
3 Conclusions
References
Application of Computer Simulation Technology in Safety Management of Civil Engineering Projects
Abstract
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Application Method of Computer Simulation Technology in Safety Management of Civil Engineering Projects
2.1 Simulation Language Universal Programming Language
2.2 Born-Oppenheimer Approximation Algorithm
3 Application Experiment of Computer Simulation Technology in Safety Management of Civil Engineering Projects
3.1 3D Modeling Design
3.2 Interactive Virtual Tour and Visual Analysis Environment Data Collection
4 Application Analysis of Computer Simulation Technology in Safety Management of Civil Engineering Projects
4.1 Status Quo of Safety Management of Civil Engineering Projects
4.2 Application Analysis of Computer Simulation Technology
5 Conclusions
References
Car Navigation System Based on Cloud Computing Technology
Abstract
1 Introduction
2 Technical Research of Car Navigation System Based on Cloud Computing Technology
2.1 Cloud Computing Technology
2.2 Using Cloud Computing Technology to Innovate Car Navigation Systems
3 Experimental Research on Car Navigation System Based on Cloud Computing Technology
3.1 Experimental Data
3.2 Experimental Process
4 Experimental Analysis of Car Navigation System Based on Cloud Computing Technology
4.1 Car Owners' Views on Two Car Navigation Systems
4.2 Actual Effect Analysis of Car Navigation System Using Cloud Computing Technology
5 Conclusions
References
Indoor Air Quality Detector Design Based on ATMEGA32 Single Chip Computer
Abstract
1 Introduction
2 Hardware Design of the System
2.1 The Overall Design of the System
2.2 System Power Design
2.3 GSM Communication
3 System Software Design
3.1 Overall Software Design of the System
3.2 GSM Short Message Module Software Design
4 Conclusion
References
A Traffic Safety Early Warning Method Based on Internet of Vehicles
Abstract
1 Introduction
2 Traffic Safety Early Warning Technology Based on Internet of Vehicles
2.1 Vehicle Dangerous State Recognition
2.2 Honda Anti Collision Braking System
3 Experimental Research on Traffic Safety Early Warning Based on Internet of Vehicles
3.1 Data Collection of System Simulation Experiment
3.2 Generalized Predictive Control Based on Error Correction
4 Experimental Analysis of Traffic Safety Early Warning Technology Based on Internet of Vehicles
4.1 Simulation Analysis of System Experiment
4.2 Simulation Experiment Analysis
5 Conclusions
Acknowledgement
References
Application of Virtual Reality Technology in Training of Substation in Coal Mining Area
Abstract
1 Introduction
2 General System Formula
2.1 Introduction of Mining Area Substation
2.2 System Demand Analysis
2.3 General Structure of System
3 System Development
3.1 Scene Building
3.2 Realization of Key Technologies
3.2.1 Rotation Positioning Function Realization
3.3 Fault Simulation Function Realization
4 Conclusions
References
Analysis of Emergency Repair Cost of EHV Transmission and Transformation Project Based on Difference Comparison
Abstract
1 Introduction
2 Research Status
2.1 EHV Emergency Repair Work Process
2.2 Analysis of the Difference with General Maintenance Engineering
2.3 Current Pricing Status and Existing Problems
3 Cost Composition Analysis
3.1 Measures Fee
3.2 Enterprise Management Fee
4 Project Case Verification
Acknowledgements
References
Based on Fast-RCNN Multi Target Detection of Crop Diseases and Pests in Natural Light
Abstract
1 Introduction
2 Illumination Compensation Method for Images Under Complex Illumination Conditions
2.1 CycleGAN
2.2 Illumination Compensation Steps of Circularly Generated Antagonism Net
3 Asymmetric Fingerprinting
3.1 Target Detection
3.2 Faster-RCNN
4 Transfer Learning Under the Condition of Lack of Samples
4.1 Construction of Migration Sample Dataset Based on Resampling
4.2 Generating a Few Mask Annotation Images with OpenCV
5 Experimental Analysis
5.1 Experimental Environment
5.2 Performance Evaluation Index
5.3 Result Analysis
6 Conclusions
Acknowledgements
References
Research and Exploration on the Application of Domestic Password in the Transportation and Water Transportation Industry
Abstract
1 Introduction
2 Current Situation and Problems of Password Application in Transportation and Water Transportation Industry
3 Research and Exploration on Application of Domestic Password in Transportation and Water Transportation Industry
3.1 Management and Service System
3.2 Applied Research and Exploration
4 Conclusions
References
Application of Big Data Technology in the Cultivation Mode of Compound Talents in Civil Engineering
Abstract
1 Introduction
2 Method
2.1 Connotation of Big Data
2.2 Value of Talent Training from the Perspective of Big Data
2.3 Talent Training Theory
3 Experiment
3.1 Purpose of the Experiment
3.2 Experimental Design
4 Result
4.1 Validity Test of the Questionnaire Design
4.2 Understanding of Big Data
5 Conclusion
References
Speed Measurement of DC Motor Based on Current Detection
Abstract
1 Instruction
2 System Design
3 Hardware Design
3.1 Motor Driver
3.2 Hardware Circuit Design of Current Detection
4 Test
5 Conclusion
References
Safety Usage of Human Centrifuge
Abstract
1 The Brief Introduction of Human Centrifuge
2 The Structure and Constitution of Human Centrifuge
3 The Technology Monitoring of Human Centrifuge
3.1 Total Structure of TSMU
3.2 The Important Element for Alarming in TSMU-Event
3.3 The Safety Matrix Model of TSMU
3.4 WARNINGS Model and Alarm List Model of TSMU
3.5 The START POSSIBLE Model of TSMU
3.6 The Other Models and Factors
4 Conclusions
References
The Application of Computer Simulation in "Yeong Guan Cup" Casting Process Design Competition
Abstract
1 Introduction
2 Application Status of Computer Simulation in the Casting Process
3 Introduction of "Yeong Guan Cup" Casting Process Design Competition
4 The Design of the Casting Process
5 Numerical Simulation of the Casting Process and Plan Optimization
5.1 Pre-processing of Numerical Simulation
5.1.1 The Principle of Mesh Generation of the 3D Model
5.1.2 Application of Virtual Mold and Parameter Setting
5.1.3 Setting of Interface Conditions
5.1.4 Initial Condition Setting
5.2 Three-Dimensional Simulation of the Physical Field of the Filling Process
5.2.1 The Flow Field
5.2.2 The Temperature Field
5.2.3 The Stress Field
5.2.4 Multi-field Coupling
5.2.5 Microstructure Simulation of Castings
5.3 Analysis of Simulation Results Using the Post-processing Module
6 Conclusion
Acknowledgement
References
Application of Information Technology in Building Material Testing
Abstract
1 Introduction
2 Principles and Characteristics of Information Technology in Building Material Testing
3 The Application of Information Technology in Building Material Testing
3.1 Receive Samples
3.2 Use Information Technology for Data Collection
3.3 Information Technology for Data Processing
3.4 Realization of Information Technology in the Supervision Process
3.5 Information Technology for Data Query
3.6 Information Technology Realizes Data Application
4 Measures to Strengthen the Testing of Building Materials
4.1 Establish and Improve the Material Testing Management System
4.2 Speed up the Development of New Inspection Software
4.3 Strengthen Material Storage Management
4.4 Choose a Suitable Sampling Method
5 Conclusion
Acknowledgments
References
Intelligent Wind Turbine Mechanical Fault Detection and Diagnosis in Large-Scale Wind Farms
Abstract
1 Introduction
2 Fault Diagnosis Methods of Wind Turbines
3 Fault Frequency Analysis and Fault Detection Mechanism
4 Conclusions and Future Work
References
Fault Detection and Diagnosis of Multi-faults in Turbine Gearbox of Wind Farms
Abstract
1 Introduction
2 Proposed Fault Detection and Diagnosis Solution
2.1 EEMD Method
2.2 Algorithmic Solution
2.3 Experiments and Numerical Results
3 Conclusions and Discussions
References
Intelligent Condition Monitoring Technology of OPGW Optical Cable Junction Box
Abstract
1 Introduction
2 Design of Intelligent Fault Monitoring Technology for OPGW Optical Cable Junction Box
3 Fault Detection of OPGW Optical Cable Junction Box
4 Conclusions and Remarks
Acknowledgments
References
Construction Project Management Based on Computer Information Technology
Abstract
1 Introduction
2 Characteristics of Computer Information Technology
2.1 Resource Sharing
2.2 Precise Management
3 The Importance of the Application of Computer Information Technology in China's Construction Project Management
3.1 Application of Computer Information Technology to Realize Real-Time Management
3.2 Applying Computer Information Technology to Realize Diversified Management
3.3 Application of Computer Information Technology to Realize the Whole Process Management of Buildings
3.4 Application of Computer Information Technology to Realize All-Round Management of Buildings
4 Application Status of Computer Information Technology in Construction Project Management
4.1 Lack of Coordination Between Software Development and Engineering Management
4.2 Lack of Professionals
4.3 Frequent Changes in Personnel
4.4 Changing Management Environment
5 Application Strategy of Computer Information Technology in Construction Project Management
5.1 Accelerate Software Development and Utilization
5.2 Attach Importance to the Promotion of Related Technologies
5.3 Building BIM Information System
5.4 Improve the Quality of Management Personnel
5.5 Improve the Adaptability of Project Management
6 Conclusion
References
Evaluation Index of Algorithm Performance in Building Energy Saving Optimization Design
Abstract
1 Introduction
2 Introduction of Dynamic Programming
3 Application of Data Mining Algorithm in Logistics Transportation System
3.1 The Meaning and Types of Logistics Distribution
3.2 Advantages of Genetic Algorithm
3.3 Application of Dynamic Programming in Logistics Transportation System
4 System Optimization
5 Conclusion
Acknowledgements
References
Ant Colony Algorithm in Tourism Route Planning
Abstract
1 Introduction
2 Research on Related Theories of VRP
2.1 General Description of VRP Problem
2.2 Basic Model of VRP Problem
3 Research on Ant Colony Algorithm
3.1 The Principle of Basic Ant Colony Algorithm
3.2 Parameter Setting of Basic Ant Colony Algorithm
3.3 Summary of This Chapter
4 Conclusion
Acknowledgements
References
Human Error Analysis of Civil Aviation Air Traffic Control Based on Modeling and Prediction Algorithm
Abstract
1 Introduction
2 Human Error Model and Knowledge Representation Framework of Air Traffic Control
2.1 Definition of ATC Human Error
2.2 Human Error Analysis Model of Air Traffic Control
3 Construction of Ontology Knowledge Base of ATC Human Error
3.1 Overview of ATC Human Error Ontology Knowledge Base
3.2 Construction of Human Error Ontology in Air Traffic Control
3.3 Ontology Conceptual Modeling of ATC Human Error
4 Conclusion
References
Testing Based on Edge Agent of Internet of Things
Abstract
1 Introduction
2 The Necessity of Research on Edge-Side Micro-application Testing Technology
2.1 Increasing Demand for Micro-application Testing
2.2 The Testing of Edge-Side Applications is More Complicated, and the Research of Automated Testing Technology has Become the Focus
3 Overall Architecture of Edge-Side Applications
3.1 Overall Architecture of Edge-Side Applications
3.2 Design Principles and Classification of Edge-Side Applications
3.2.1 Design Principles for Edge Applications
3.3 Classification of Edge Applications
4 Test Method and Content of Edge Side Application
4.1 Test Requirements for Edge-Side Applications
4.2 Micro-application Test Module Architecture
4.3 Test Process
4.4 Testing Method
5 Summary
Funding
References
Data Mining Algorithm in Engineering Quantity Information of Architectural Design Stage
Abstract
1 Introduction
2 Application of Data Mining AdaBoost Algorithm in Architectural Design Quantity Information
3 Application Advantages of Data Mining Technology in Construction Engineering Design Stage
3.1 Information Integrity
3.2 Data Consistency
4 Key Points of Quantity Audit in Construction Engineering Design Stage
4.1 The Part with Large Quantities
4.2 The High Cost Part of the Project
4.3 Error Prone Construction Links
5 Research on Audit Method of Construction Engineering Quantity in Design Stage Based on Data Mining
6 Epilogue
References
Research and Semiconductor Production Equipment Operation Management System
Abstract
1 Introduction
2 Overview of Maintenance and Evaluation Methods for Semiconductor Production Equipment
2.1 Characteristics of Semiconductor Production Equipment
2.2 MA (Machine Availability) Usability Evaluation System
2.3 Equipment a Compliance Performance Index Evaluation System
3 Requirement Analysis and Design of Semiconductor Production Equipment Operation Management System
4 Conclusion
References
Genetic Algorithm with Reliability Evaluation Matrix Algorithm for Electrical Main Connection
Abstract
1 Introduce
2 Basic Algorithm of Main Wiring Evaluation
3 Computing Acceleration Technology
3.1 Sparse Processing of Minimal Path Set Matrix
3.2 Dimension Reduction of Minimal Path Set Matrix
3.3 An Accelerated Algorithm for Searching Minimum Cut Sets
4 Case Analysis
5 Conclusion
References
Neural Network Control for Water Injection Circulation
Abstract
1 Introduction
2 Conventional Method to Identify Inefficient and Ineffective Water Injection Cycle
3 Using Numerical Simulation to Discriminate the Inefficient and Ineffective Water Injection Cycle
3.1 Range of Movable Oil Saturation and Movable Water Saturation Determined by Phase Permeability Curve
3.2 Application Examples
3.3 In the Connected Well Group, the Direction of Inefficient and Ineffective Water Injection Circulation Field is Affected by the Type and Thickness of Each Well Point Drilling
4 Conclusion
References
Study on the Role of Computer Simulation Software for Polymer Flooding in EOR
Abstract
1 Introduction
2 Numerical Simulation of Polymer Flooding
3 Model Equation and Algorithm Improvement
4 Challenges of Polymer Flooding Technology
5 Breakthrough of Polymer Flooding Technology in Offshore Oilfield
5.1 Development and Application of New Salt Resistant Polymer
5.2 Polymer Injection Equipment Suitable for Offshore Operation
6 Conclusion
References
Data Mining Algorithm for Evaluation Platform of Resistant Polymer Flooding Effect
Abstract
1 Introduction
2 Parallel Strategy of Genetic Algorithm
3 Oil Effect Evaluation of Salt Polymer
3.1 Experimental Scheme
3.2 Oil Displacement Experiment was Carried Out After Polymer Preparation
3.3 Oil Displacement Experiment After Polymer Solution Aging
4 Field Test of Salt Resistant Polymer Flooding
4.1 Overview of Test Area
4.2 Oil Displacement Effect
5 Conclusion
References
Prediction and Analysis of Numerical Simulation Algorithm for Return Characteristics of Resistant Polymer
Abstract
1 Introduction
2 Synthesis Mechanism of Salt Resistant Polymer
3 Evaluation of Temperature and Salt Resistance of Block Polymers
4 The Basic Principle of Prediction Method
4.1 Selection of Main Pore Structure Parameters Affecting Polymer Flooding Effect
4.2 Polynomial Stepwise Regression Method
4.3 Artificial Neural Network Method
5 Conclusion
References
Quantitative Analysis of Micro Remaining Oil in Water Flooding Based on CT and Image Analysis Software
Abstract
1 Introduction
2 Experiment and Analysis
2.1 Experimental Materials
2.2 Oil Displacement Experiment and Effect Analysis
3 CT Scanning Reconstruction and Remaining Oil Type Analysis
4 Conclusion
References
The Application of Computer Vision Technology in the Field of Industrial Automation
Abstract
1 Introduction
2 Computer Vision Technology Related Concepts
2.1 Related Concepts
2.2 Working Principle
2.3 Theoretical Framework
3 Industrial Vision
3.1 Promote Industrial Development
3.2 Improve Industrial Production Performance
4 Application of Computer Vision Technology in the Field of Industrial Automation
4.1 Visual Inspection Technology
4.2 Image Preprocessing
4.3 Template Matching
5 Conclusion
References
Risk Identification and Evaluation and Machine Learning in Manufacturing Innovation
Abstract
1 Introduction
2 Research on Artificial Intelligence and Machine Learning
3 Application of Artificial Intelligence and Machine Learning in Manufacturing Industry
4 The Impact of Artificial Intelligence and Machine Learning on Chinese Manufacturing Innovation
5 Conclusions
Acknowledgements
References
Construction of Safety Occupational Adaptability Model of Cloud Based Operation Management and Optimization in Mechanical and Electrical Industry
Abstract
1 Introduction
2 Construction of Psychological Resource Model
3 Research on Occupational Adaptability Model of People's Mental State in Mechanical and Electrical Industry
3.1 Psychological Quality Adaptation and State
3.2 Advantages of Genetic Algorithm
3.3 Distribution and Use of Psychological Resources
4 Competency Orientation and Personnel Status
Acknowledgements
References
Research on the Application and Practice of Statistical Analysis Methods in Mathematical Modeling
Abstract
1 Introduction
2 Basic Principles of Mathematical Modeling and Statistical Analysis Methods
2.1 Principal Component Analysis Method
2.2 Factor Analysis
2.3 Independent Component Analysis
3 Practical Application of Mathematical Modeling and Statistical Analysis Methods
3.1 Application of Principal Component Analysis
3.2 Application of Factor Analysis
3.3 Application of Independent Component Analysis
4 Conclusion
References
Cyber Intelligence for CV Process and Data Mining
Defogging Algorithm Based on the Combination of FCM Clustering Segmentation and Otsu Method for Image Structure Based on Lab Color Space
Abstract
1 Introduction
2 Dark Channel Prior
3 Algorithm Improvements
3.1 RGB to Lab
3.2 Image Decomposition
3.3 FCM Cluster Image Structure IS Lab Calculates Transmittance
3.4 Optimization of Atmospheric Light Value
4 Experimental Results and Analysis
4.1 Comparative Subjective Analysis
4.2 Fidelity of Post-Fog Images
5 Conclusion
References
Big Data Technology in Intelligent Translation Algorithm in Computer Science
Abstract
1 Introduction
2 Algorithm
2.1 Artificial Fish School Algorithm
3 Intelligent Translation Model Based on Big Data Technology
4 Results
5 Conclusion
References
Establishment and Development of Chinese Language and Literature Database Under the Background of Information
Abstract
1 Introduction
2 Method
2.1 Features of Simplified Chinese Characters
2.2 Downplaying the Debate on Grammar Teaching
3 Experiment
3.1 Literature Research Method
3.2 Cross Research Method
4 Discussion
4.1 The Impact of Education Level on Language Use
4.2 The Language Ability of Residents
4.3 The Language Ability of Foreigners
4.4 Thinking About the Influence of Contemporary Language Policy on Language Education
5 Conclusion
References
Analysis of Hotel Management Data Based on Fuzzy Logic Mining
Abstract
1 Introduction
2 Method
2.1 Risk Measure
2.2 Fuzzy Inference Systems
2.3 Bl Neurons
3 Experiment
3.1 Source of Experimental Data
3.2 Experimental Design
4 Result
4.1 Analysis of the Hotel Industry
4.2 Analysis on Staff Situation of Jinhai Tian Hotel
4.3 Analysis on the Operation of Jinhai Tian Hotel
4.4 Through the Investigation and Analysis of the Aspects of Jinhai Tian Hotel Products
5 Conclusion
Acknowledgements
References
Application Value of Big Data Mining Technology in the Field of Financial Venture Capital
Abstract
1 Introduction
2 Financial Risk Investment Under Big Data Mining Technology
2.1 Time Series Model
2.2 Data Mining Technology
3 Early Warning Experiment of Data Mining in Financial Risk Investment
3.1 Time Series Data Mining TSDM
3.2 Establishment of Financial Security Early Warning Model Structure
4 Financial Security Algorithm Analysis Under Big Data Mining
4.1 Financial Security Decision Tree Algorithm Analysis
4.2 Financial Risk Early Warning Model System Design
5 Conclusions
References
Digital Transformation on the Major of Human Resource Management in Big Data Era
Abstract
1 Introduction
2 The Significance of Digital Transformation on HRM
2.1 High Demands for Data-Oriented Talents in Enterprises
2.2 Quick Update of This Major in Universities
3 Survey on the Demand of Digital Transformation
3.1 Satisfaction on the Existing Training Mode
3.2 Students' Cognition on the Requirements of HRM Practitioners
3.3 Survey on the Demand for Data-Oriented Courses
4 Strategy for the Digital Transformation of HRM
4.1 Changing the Concept and Improving the Quality of Teachers
4.2 Upgrading the Workplace and Building Digital Experimental Platform
4.3 Building Digital Curriculum System
5 Conclusions
Acknowledgements
References
Application of Data Mining Technology in Construction of Cost Forecast Model in Transmission Line Engineering
Abstract
1 Technical Indicators of Transmission Line Engineering Cost
1.1 Principal Component Analysis
1.2 Partial Correlation Analysis
2 Construction of Project Cost Prediction Model
2.1 Least Squares Support Vector Machines
2.2 Particle Swarm Optimization Algorithm
2.3 Project Cost Estimation Process
3 Simulation Experiment
4 Conclusion
References
Construction of Housing Engel Coefficient Under the Background of Big Data
Abstract
1 Introduction
2 Affordability of House Purchase
3 Calculation of Housing Engel Coefficient
4 The Difficulty of Commercial Housing Payment
5 Conclusions
Acknowledgements
References
Self-recorded Video Segmentation Algorithm Based on Motion Detection
Abstract
1 Introduction
2 Setting of Service Area
2.1 Common Edge Detection Methods
2.2 Operator Used in the Paper
2.3 Detection of Serving Area
3 Detection of Motion Target
4 Experimental Analysis and Results
5 Conclusion
References
Target Detection Algorithm Based on Unconstrained Environment for Video Human Motion
Abstract
1 Introduction
2 Human Target Detection Algorithm Without Attitude Limitation
3 Verify by HOG
4 Experimental Results and Analysis
5 Conclusion
Acknowledgements
References
The Security Situation Prediction of Network Mathematical Neural Model Based on Neural Network
Abstract
1 Introduction
2 BP Neural Network Algorithm
3 Model Establishment
4 Evaluation Results
4.1 Screening the Significant Influencing Factors of Network Mathematics Learning Ability
4.2 The Influence of Initial Weight of the Network Mathematical Neural Model
5 Conclusion
References
Forecast Algorithm of Electric Vehicle Power Battery Management System
Abstract
1 Introduction
2 Research on Forecast Technology of Electric Vehicle Power BMS
2.1 Electric Vehicle BMS
2.2 Prediction Method of Battery State of Charge
3 Experimental Research on the Training Mode of College Basketball Talents Under the Background of BD
3.1 Experimental Data
3.2 Experimental Process
4 Experimental Analysis of Prediction Algorithm for Electric Vehicle Power Battery
4.1 Comparative Experiment Analysis of AIM and Simulation Value
4.2 Comparative Experimental Analysis of Infinite Kalman Filtering Method and Simulation Value
5 Conclusions
References
Distributed Blind Online Cross-Layer Scheduling Algorithm for Multi-hop Queueing Stochastic Networks
Abstract
1 Introduction
2 Network Model
3 DB-QLA, Theoretical Performance and Proofs
3.1 DB-QLA for Multi-hop Networks
3.2 Performance of DB-qLA
4 Simulation
5 Conclusions
References
Optimization of Intrusion Detection Algorithm Based on Deep Learning Support Vector Machine
Abstract
1 Introduction
1.1 Network Security Technology: P2DR Model
1.2 Intrusion Detection Type
1.3 Support Vector Machine
2 Theory of Intrusion Detection Algorithm Based on SVM Network
3 Design and Optimization of Network Intrusion Detection Based on SVM
3.1 Design of Intrusion Detection Algorithm Based on Vector Machine
3.2 Intrusion Detection Algorithm Optimization
4 Test Simulation
5 Conclusion
Acknowledgements
References
Design Algorithm Based on Parameterization of GC Architectural Design Platform
Abstract
1 Introduction
2 GC Architectural Design Research
2.1 Architectural Design Analysis
2.2 GC Architectural Design Application Analysis
3 Platform Parametric Design of GC Architectural Design
3.1 GC Architectural Design Script Analysis
3.2 GC Architectural Design in Platform Parameterization
4 Dijkstra Algorithm in GC Architectural Design
4.1 GC Architectural Design Algorithm Analysis
4.2 Dijkstra Algorithm Analysis
5 Conclusions
References
Design of Indoor Path Planning Algorithm for Complex Environment
Abstract
1 Introduction
2 Indoor Path Planning Algorithm for Complex Environment
2.1 Indoor Path Planning Analysis
2.2 Indoor Path Planning Algorithm
3 Algorithm Analysis of Indoor Path Planning Algorithm
3.1 A* Algorithm Analysis
3.2 Dijkstra Algorithm System
4 Indoor Path Planning Algorithm Model
4.1 Internal Path Planning System
4.2 Ant Colony Algorithm Model Analysis
5 Conclusions
References
Gaussian-Chaos-Enhanced Sub-dimensional Evolutionary Particle Swarm Optimization Algorithms for Global Optimization
Abstract
1 Introduction
2 The basic theory of PSO algorithm
2.1 The standard PSO algorithm
3 Gauss-Chaos-enhanced Sub-dimensional Evolutionary PSO Algorithms
3.1 Gaussian-Chaos Enhanced Strategy
3.2 Main Steps of GC-SDPSO Algorithm
4 Numerical Experiments and Analysis
5 Conclusion
Acknowledgements
References
Thoughts on Criminal Laws and Regulations for Data Security Crimes in the Era of Artificial Intelligence
Abstract
1 Introduction
2 Provisions of China's Criminal Law on Data Security Crimes
2.1 According to the Essential Characteristics of the Data, Protect the Data As Information
2.2 According to the Technical Characteristics of the Data, Protect it as an Internal Part of the Computer Information System
3 The Overlap and Confusion Between the Concept of "Data" and Information and Computer Information Systems in the Current Chinese Criminal Law
3.1 Data, Information and Computer (Information) System
3.2 Data Security, Information Security and Computer (Information) System Security
4 The Regulatory Thinking of Data Security Crimes
4.1 Adhere to the Idea of Protecting Information Security with the Information Security Crime System
4.2 Establish a Crime System for Computer Crimes and Data Crimes in Parallel
5 Conclusion
References
Application of Evaluate Method Based on Universal Design in the Intelligent Computing Product Development of a Medical Lamp
Abstract
1 Introduction
2 Evaluate Process Base on the Universal Design
2.1 Evaluation Indicators and Time Points
2.2 The Evaluation Analysis of the Schemes
2.3 Final Plan
3 Conclusions
Acknowledgment
References
Construction of Learner Group Characteristics Model Based on Network Learning Data Perception and Mining
Abstract
1 Introduction
2 Distributed Network Learning Data Collection
3 The Construction of Learner Group Characteristics Model
3.1 Data Perception and Mining Layer
3.2 Data Analysis Layer
3.3 Application Service Layer
3.4 User Visualization Layer
4 Conclusion
Acknowledgments
References
Scheduling Algorithm and Analysis of Mixed Criticality Real-Time Systems
Abstract
1 Introduction
2 Mixed Criticality Real-Time Systems
2.1 Mixed Criticality Task Model
2.2 Definition of Schedulability
3 Real-Time Scheduling Strategy
3.1 Time Based Scheduling Strategy
3.2 Priority Based Scheduling Strategy
4 EDF-VD Scheduling Algorithm and Analysis
4.1 EDF-VD Scheduling Algorithm
4.2 Case Analysis of EDF-VD Scheduling Algorithm
5 Conclusion
Acknowledgments
References
Construction of Examination Questions Database of Medical Information Retrieval Course Based on Multivariate Collaborative Filtering Recommendation Algorithm
Abstract
1 Introduction
2 Method
2.1 Multiple Collaborative Filtering Recommendation Algorithms
2.2 Evaluation Index of Recommendation Algorithm
3 Experiment
3.1 The Purpose of the Experiment
3.2 Experimental Design
4 Result
4.1 MAE Mean Value Under Different Similarity Calculation Methods
4.2 Comparison of MAE Values in Different Modes
5 Conclusion
Acknowledgements
References
Single Image Region Algorithm Based on Deep Network
Abstract
1 Introduction
2 Overview of Key Technology
2.1 Deep Network Model
2.2 Image Processing Technology
3 Single Image Region Algorithm Based on Deep Network
3.1 Image Acquisition
3.2 Image Preprocessing
3.3 Image Area Processing
4 Simulation Experiment
5 Conclusion
References
FDTD Method and Data Acquisition for Dispersion of Metal Lens
Abstract
1 Introduction
2 Dispersion FDTD Formula
3 Numerical Simulation
4 Gradient Index Lens Embedded in Metal Nanoslit Array
5 Conclusion
Acknowledgements
References
Discussion on Data Mining Behavior of Search Engine Under Robots Protocol
Abstract
1 Temporary Replication in Cloud Computing Environment
1.1 Temporary Replication is Technical
1.2 Temporary Replication is Temporary
1.3 The Role of LVQ Network Learning Algorithm in Temporary Replication Under Cloud Computing
2 International Definition of Temporary Reproduction
2.1 European Union
2.2 U.S.A
3 Analysis of the Legal Nature of Temporary Replication in Cloud Computing Environment
3.1 Reproduction Right in Copyright Property Right
3.2 Temporary Reproduction Belongs to the Right of Reproduction
4 Legal Regulation of Temporary Replication in Cloud Computing Environment
4.1 It is Clear that Temporary Reproduction Belongs to the Category of Reproduction Right
4.2 It is Stipulated that Temporary Reproduction that Meets the Restrictions is Reasonable Use
5 Conclusion
Acknowledgements
References
Data Collection and Cloud Computing for Local Manager System
Abstract
1 Introduction
2 Research on the Theory of Human-Computer Social Interaction Design
3 Description of Variables and Data
4 Conclusion
Acknowledgements
References
Tapping Potential of Water Drive Reservoir in Ultra High Water Cut Stage Based on Computer Image Recognition and Processing Technology
Abstract
1 Introduction
2 Comprehensive Framework of Computer Image Processing and Recognition Technology
2.1 Computer Image Processing Technology
2.2 Computer Image Recognition Technology
3 Optimization of Well Pattern Infill Adjustment in Ultra-High Water Cut Stage
3.1 Study on the Policy Boundary of Strata Reorganization in Ultra-High Water Cut Stage
3.2 Pre Water Index
3.3 Index after Water Breakthrough
4 Conclusion
Acknowledgements
References
Multimodal Data Fusion Technology in Indoor Environment Art Design
Abstract
1 Introduction
2 Research on Task Allocation Algorithm
2.1 Algorithm Framework
2.2 Shortest Distance First Algorithm
3 National Design in Interior Environment Art Design
3.1 The Connotation and Requirements of National Design
3.2 National Information Contained in Soft Decoration Materials
4 Humanized Design in Interior Environment Art Design
4.1 Interior Safety Design of Soft Decoration Materials
4.2 Interior Comfort Design of Soft Decoration Materials
5 Conclusion
Acknowledgements
References
Data Mining Based on RNN in Development Technology of Difficult to Recover Reserves
Abstract
1 Introduction
2 Connotation of Development of Hard to Recover Reserves
3 Calculation Method of Geological Controlled Reserves
4 Technical Countermeasures for Development of Difficult to Recover Reserves
4.1 Strengthen Reservoir Evaluation and Research, Plan Production Sequence of Low-Grade and Difficult to Recover Reserves
4.2 Study on Reservoir Sedimentary Characteristics by Well Seismic Combination
4.3 Using New Technology to Reduce the Production Limit of Low Grade and Difficult to Recover Reserves
5 Conclusion
References
Legal Issues of SaaS Model in Cloud Computing
Abstract
1 Classification of Cloud Computing
1.1 Iaas Infrastructure as a Service
1.2 SaaS Software as a Service
2 Legal Relationship Involved in Business Model of SaaS Software
3 Research on Legal Issues of User Agreement in SaaS Software Business Model
3.1 Analysis of the Nature of SaaS User Protocol
3.2 Analysis on the Legal Application of SaaS User Agreement
4 Contract Law Regulation of SaaS User Agreement
5 Conclusion
References
Improved Camshift Tracking Algorithm Based on Color Recognition
Abstract
1 Introduction
2 Algorithm Theory
2.1 Meanshift Algorithm
2.2 Camshift Algorithm
3 Algorithm Implementation
3.1 Image Preprocessing (Algorithm Improvement)
3.2 Target Tracking (Result Display)
Acknowledgement
References
Construction and Application of 3D Model of Engineering Geology
Abstract
1 Introduction
2 General Process of Constructing 3D Model of Engineering Geology
3 Data Structure of 3D Model
4 3D Modeling Algorithm of Engineering Geology
5 Analyze the Body Structure of the Regional Geological Section
6 Conclusion
Acknowledgement
References
Research on the Application of Virtual Reality Technology in College Physical Training
Abstract
1 Introduction
2 The Role of Virtual Reality Technology in Sports Training
2.1 Help Students Understand Theoretical Knowledge
2.2 Cultivate Students' Willpower
2.3 Enhance Students' Interest in Sports
3 Application Method of Virtual Reality Technology Physical Training
3.1 Method Flow
3.2 Application Method
4 Conclusion
References
Application Research of Graphic Design Based on Machine Learning
Abstract
1 Classification and Application Fields of Machine Learning
1.1 The Concept of Machine Learning
1.2 Classification of Machine Learning Algorithms
1.3 Application Fields of Machine Learning
2 Application of Machine Learning in Graphic Design
2.1 Application of Machine Learning Algorithm in Graphic Design
2.2 Specific Integration of Machine Learning and Graphic Design
3 Conclusion
References
Cyber Intelligence for Health and Education Informatics
Blended Teaching of Business English Based on Semantic Combination and Visualization Technology
Abstract
1 Introduction
2 Current Status of Business English Teaching
3 The Ecological Environment of Classroom Teaching
4 Business English Teaching Method Based on Semantic Combination and Visualization Technology
5 Semantic Combination and Visualization Technology are the Technology Application Trends of Professional Education and Teaching in Various Disciplines Today
6 Conclusion
References
Detection of Traditional Chinese Medicine Pieces Based on MobilenNet V2-SSD
Abstract
1 Introduction
2 SSD Algorithm Network Structure
3 MobileNet v2
3.1 Depthwise Separable Convolution
3.2 Inverted Residual Block
4 MobileNet v2-SSD
5 Data and Experiment
5.1 Data Augmentation
5.2 Experimental Results and Analysis
References
Data on Computer-Aided Health in Inner Mongolia Autonomous Region Based on Big Data
Abstract
1 Introduction
2 Health Care Big Data Analysis
2.1 Health Big Data Source
2.1.1 Hospital Information System
2.1.2 Regional Universal Health Information Platform
2.1.3 Public Health System
2.1.4 Internet Data
2.2 Health Care Big Data Analysis Application Process
2.2.1 Data Collection
2.2.2 Data Integration
2.2.3 Data Analysis
2.2.4 Data Application Display
2.2.5 Big Data Basic Algorithm
3 Data Analysis Practice
3.1 Data Acquisition
3.2 Data Preprocessing
4 Data Analysis Results
4.1 K Mean Clustering Method
4.1.1 Clustering is Conducted According to the Four Categories
4.1.2 Clustering is Conducted According to 5 Categories
4.2 Analytic Result
5 Conclusions
References
Application of Data Mining Based on Rough Set in the Evaluation of University Teachers' Wisdom Teaching
Abstract
1 Introduction
2 Rough Set Algorithm
3 Model Establishment
4 Evaluation Results
4.1 Application of Rough Set Data Mining Technology in Teachers' Teaching Evaluation
4.2 The Importance of Teaching Evaluation Grade
5 Conclusion
Acknowledgments
References
Surveillance and Disease Control in COVID-19: Big Data Application in Public Health
Abstract
1 Introduction
1.1 Application of Public Health
1.2 History of Health Record
1.3 Source of Big Data - Internet of Things
2 The Specific Application of Big Data in Public Health
2.1 Use of Big Data in COVID-19 Pandemic in China
2.2 Honghu Hybrid System
2.3 Potential Application of Big Data Related to COVID-19
3 Challenges in the Implementation of Big Data
3.1 Privacy Concerns
3.2 Challenges in Regulation
4 Conclusion
References
Innovative University Subject Teaching Mode Under the Information Technology Environment
Abstract
1 Introduction
2 Objectives
3 Methods
4 Contents
4.1 The Current Situation of the Integration Between Information Technology and Curriculum Teaching
4.1.1 Multimedia Courseware and Electronic Screen Replace Blackboard Writing
4.1.2 Teaching Mechanization Replaces Teacher-Student Interaction
4.1.3 Insufficient Combination Between Information Network and Curriculum Resources
4.1.4 Overuse of Information Technology to Replace Students' Actual Group Practice with Simulation Demonstration Practice Teaching
4.2 Innovative Research on Teaching Mode Under the Environment of Information Technology
4.2.1 Create Real Learning Situations and Stimulate Students to Be Interested in Learning
4.2.2 Build Learning Resource Platform and Expand Teaching Capacity
4.2.3 Provide Personalized and Differentiated Independent Learning Task Design
4.2.4 Multiple Teaching Achievement Evaluation to Guide Students to Love Learning and Enjoy Learning
4.3 Problems and Deficiencies in the Practice of Teaching Model Innovation
4.3.1 Some Teachers' Educational Ideas Lag Behind and Lack of Understanding of Information-Based Teaching
4.3.2 Fail to from Two Perspectives as "Teaching" and "Learning" to Realize the Effective Integration of Technology and Curriculum
4.3.3 The School Information Environment Needs to Be Improved
5 Results and Discussion
5.1 Strengthen the Training of Education Concept and Information Technology, and Improve Teachers' Information Literacy
5.1.1 Strengthen Teachers' Learning of Education and Teaching Theories and Teaching Reform Ideas
5.1.2 Strengthen Teachers' Learning and Application of Information Technology
5.2 Promote the Integration of Information Technology and Teaching Mode, and Explore the Management of Intelligent Teaching
5.2.1 Achieve Accurate Teaching Design Based on Pre Class Preview Feedback
5.2.2 Dynamic Evaluation Based on Whole Teaching Process and Learning Quantitative Evaluation
5.2.3 Create an Intelligent Learning Ecology, Which Based on the Normal Push of Teaching Resources
5.3 Strengthen the Construction of Information Environment to Create Favorable Conditions for Promoting Information Teaching
6 Conclusions
References
Design Software Teaching Based on Big Data
Abstract
1 Introduction
2 Design Software Teaching Under BD Network Teaching Platform
2.1 BD Network Teaching Platform
2.2 Design of Teaching Pattern for Photoshop Image Processing Network Platform
3 Platform Development
3.1 Platform Development Environment
3.2 Infrastructure Module Implementation
4 Platform Performance Test Results
4.1 Data Loss Rate and Processing Rate
4.2 Compatibility Test
5 Conclusions
References
Application Research of the Current Situation of College English Online Teaching Model in the Big Data Era
Abstract
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 BP Neural Network Method and Hill Climbing Algorithm
2 Status Quo and Application Methods of College English Online Teaching Models in the Era of Big Data
2.1 Bp Neural Network
2.2 Hill Climbing Algorithm
3 Application Research Experiment of College English Online Teaching Mode in the Era of Big Data
3.1 Experimental Design
3.2 Collecting Experimental Data in Online and Offline Teaching Mode
4 Current Situation of College English Online Teaching Models in the Era of Big Data
4.1 Online Teaching Data of College English
4.2 College English Online Teaching Mode
5 Conclusions
Acknowledgements
References
Effect Evaluation of PBL Teaching Mode Applied to Information Technology Basic Courses in the Network Environment
Abstract
1 Introduction
2 PBL Teaching Mode
2.1 PBL Teaching
2.2 Network Environment
3 Information Technology Basic Course Experiment
3.1 Teaching Content Design
3.2 Initial Evaluation of Teaching Design
4 Teaching Effect of Information Technology Basic Courses
4.1 Student Collaboration Ability
4.2 Teaching Effect
5 Conclusion
References
The Construction Mechanism of Lifelong Education Network Gold Course from the Perspective of Artificial Intelligence
Abstract
1 Introduction
2 The Construction of the Lifelong Education Network Gold Course Under the Artificial Intelligence Perspective
2.1 Computational Intelligence Realizes Teaching Precision
2.2 Perceived Intelligence to Improve Teaching Interaction
2.3 Personalization of Cognitive Intelligence Service Teaching
2.4 Environmental Intelligence Enhances the Efficiency of Community Media Learning Environment and Learning Resources
3 The Construction Mechanism of the Lifelong Education Network Gold Course from the Perspective of Artificial Intelligence
3.1 Make Every Effort to Build a Lifelong Education Platform Based on Artificial Intelligence Technology
3.2 Build a Precision Teaching Model
3.3 Reshape Personalized Learning Methods
3.4 Create a Community-Integrated Learning Environment
4 Conclusion
References
Wisdom Teaching Method in the Course of Accounting Informationization
Abstract
1 Introduction
2 Accounting Information Course
2.1 Smart Teaching
2.2 Accounting Informationization
3 Wisdom Teaching Application Experiment
3.1 Building a Financial Smart Classroom Model
3.2 Building a Smart Classroom Learning Performance Model
4 Smart Teaching of Accounting Informationization Course
4.1 Student's Task Completion Status and Other Learning Process Experience
4.2 Students' Learning Ability
5 Conclusion
Acknowledgement
References
English Education Model Based on Artificial Intelligence
Abstract
1 Introduction
2 English Education Mode
2.1 Artificial Intelligence
2.2 English Teaching
3 English Education Model Design Experiment
3.1 Promote Students' Learning Motivation
3.2 Emphasis on Personalized Learning
4 English Education Model Based on Artificial Intelligence
4.1 Significant Differences
4.2 Comparative Analysis of Students' English Listening and Speaking Ability
5 Conclusion
References
Analysis of the New Idea of Teaching Management for Universities Under Background of the Big Data
Abstract
1 Introduction
2 Concept and Characteristics of Big Data
3 The Source of Big Data in Higher Education Teaching Management
3.1 Business Management System
3.2 Ways of Online Teaching
3.3 Teacher-Student Network Behavior
4 Countermeasure Analysis of Teaching Management of Universities Under the Background of Big Data
4.1 Realizing the Innovation of Traditional Teaching Management Concepts and the Diversification of Teaching Management Subjects
4.2 Personalized Teaching Management for Different Requirements of Teachers and Students
4.3 To Further Improve Teaching Evaluation in Order to Improve Teaching Level
5 Conclusion
Acknowledgment
References
An Assessment on the Response of China and America During the Covid-19 Pandemic in Cultural Perspective -- Based on Big Data Analysis
Abstract
1 Introduction
2 Methods
2.1 Background Information Comparation Through Big Data Anallisis
2.2 Methodology and Analysis of Findings
2.3 Discussion
2.3.1 Differences in Thinking Mode of Pneumonia in COVID-19
2.3.2 Protectionism During the Epidemic
2.3.3 Anxiety Index in COVID-19
2.3.4 China and America Aversion to Pathogens
3 Summary
References
Research and Design of Intelligent Detection System in Teaching Manner Training of Normal School Students
Abstract
1 Introduction
2 Teaching of Normal Students Under the Intelligent Detection System
2.1 Teaching Environment of Normal Students
2.2 Intelligent Detection System for Teaching Mode
3 Teacher Training System for Normal Students
3.1 Teaching Training System
3.2 Teaching Progress of Normal Students
4 Microteaching Analysis of Teaching Mode Training
4.1 Microteaching Classroom Analysis
4.2 Artistic Innovation in Visual Media
5 Conclusions
Acknowledgements
References
The Vocational College English Teaching in the Age of "Internet+"
Abstract
1 Introduction
1.1 The Concept of "Internet+"
1.2 The Benefits that "Internet+" Brings to Teaching
2 The Necessity of Research on Vocational College English Teaching in the Age of "Internet+"
2.1 Change of Teaching Philosophy
2.2 Adjustment of Teaching Objectives
2.3 Learner's New Traits
3 Design Concept of Vocational College English Teaching in the Age of "Internet+"
4 Optimization Strategies of Vocational College English Teaching in the Age of "Internet+"
4.1 Improve Teachers' Information Technology Literacy
4.2 Develop Three-Dimensional Teaching Resources
4.3 Establish a Diversified Evaluation System
5 Conclusion
References
Online and Offline Blended Teaching of College English in the Internet Environment
Abstract
1 Introduction
2 The Role of Blended Teaching Mode in English Teaching Under the Internet Background
2.1 Combination of Teaching Theories
2.2 Integration of Teaching Methods
2.3 Integration of Teaching Resources
2.4 The Teaching Environment is Fully Integrated
3 The Necessity of Online and Offline Mixed Teaching
4 Problems to Be Paid Attention to in the Online and Offline Mixed Teaching Mode Construction
4.1 Pay Attention to the Improvement of Teaching Evaluation System
4.2 Pay Attention to the Optimization of Classroom Teaching
5 The Online and Offline Hybrid Teaching Mode Application in College English in the Internet Environment
5.1 New Media?+?Offline Classroom Mode Application
5.2 Application of Learning Software?+?Offline Classroom Mode
5.3 Realize the Cooperative Development of Teaching Resources Between Schools and Enterprises
6 Conclusion
Acknowledgments
References
Innovative Development Path of Labor Education in the Era of Artificial Intelligence
Abstract
1 Introduction
2 The Dilemma of Labor Education in the Era of Artificial Intelligence
2.1 Value Alienation, Technology Dominates
2.2 Value is Imaginary, Labor Education is in a Dominant Position
3 The Innovative Path of Labor Education in the Era of Artificial Intelligence
3.1 The Value Orientation of Labor Education Must Be Reflected
3.2 Labor Education Must Adapt to the Development of Artificial Intelligence
4 Conclusion
References
Teaching Innovation Practice of "Advanced Office Application" Based on Internet Plus
Abstract
1 Introduction
2 Key Problems to Be Solved in AOA Course
3 Ways of Innovation and Practice
3.1 Online and Offline Hybrid Teaching Mode
3.2 Update of Teaching Design Ideas
3.3 Organization and Implementation of Teaching Content
3.4 Reform of Course Assessment Methods
3.5 Construction of Curriculum Service System
4 Practical Effect
5 Conclusion
Acknowledgments
References
Employment Risks of Artificial Intelligence Tape and Education Response
Abstract
1 Introduction
2 Employment Risks Brought by Artificial Intelligence Technology
2.1 Artificial Intelligence Technology Reshapes Job Roles
2.2 Artificial Intelligence Technology Reshapes a New Form of Employment
2.3 Human-Machine Cooperation Has Become a New Development Trend
3 Educational Response to the Risks that Artificial Intelligence Technology Brings to Employment
3.1 Strengthen Basic Scientific Research on Artificial Intelligence
3.2 Optimize the Talent Training Model of Colleges and Universities
3.3 Transform the Mode of Knowledge Production in Colleges and Universities
3.4 Establish the Concept of Lifelong Learning
3.5 Update the Concept of Employment Education
4 Conclusion
References
The Application of Virtual Reality Technology in College English ESP Oral Teaching
Abstract
1 Introduction
2 VR Technology is Applied to the Theoretical Basis of College Oral English Teaching
3 The Application of VR Technology in Oral English Teaching
4 The VR Series of Courses are Applied to Oral English Teaching
4.1 Multilingual
4.2 Multiple Scenes
4.3 Multi-function
4.4 Multiple Courses
4.5 Multi-mode
4.6 Multi-dimensional Evaluation
5 The Disadvantages and Prospects of VR Technology Applied to College Oral English Teaching
5.1 School Level
5.2 Technical Level
5.3 Teacher-Student Level
6 Conclusion
References
Application of Front-Projected Holographic Display?+?Artificial Intelligence in Theory Teaching
Abstract
1 Introduction
2 Analysis of Application Mode of Front-Projected Holographic Display?+?Artificial Intelligence in Theory Teaching
3 The Technical Challenges of Front-Projected Holographic Display?+?AI in Theoretical Teaching in the Future
4 Conclusion
Acknowledgement
References
Research and Development of Network Teaching Platform for Rock Climbing Course in Colleges and Universities
Abstract
1 Introduction
2 Guiding Ideology and Basic Principles of the Development of Network Teaching Platform
2.1 Guiding Ideology for the Development of Network Teaching Platform
2.2 Basic Principles for the Development of Network Teaching Platform
3 Research and Development of Network Teaching Platform for Rock Climbing Courses
3.1 Basic Conception of the Development of a Network Teaching Platform for Rock Climbing Courses
3.2 Demand and User Population Analysis
4 Selection of Content, Main Content and Framework Design of Rock Climbing Network Teaching Platform
4.1 Selection of Platform Content
4.2 Design of Main Content of the Platform
4.3 Overall Framework of the Platform Content
5 Conclusion
References
Decision Tree Algorithm in College Students' Health Evaluation System
Abstract
1 Introduction
2 The Concept and Construction of Decision Tree
2.1 The Concept of Decision Tree
2.2 Construction of Decision Tree
3 Decision Tree Algorithm C5.0
3.1 Advantages and Disadvantages of the Algorithm
3.2 C5.0 Algorithm Selection
4 Application of C5.0 in College Students' Mental Health Evaluation System
4.1 Data Preprocessing
4.2 Establishment of Decision Tree Mining Model
5 Problems in the Survey and Evaluation of Students' Mental Health
5.1 Related Problems Due to the Establishment of Institutions
5.2 Due to the Institutional Setup
6 On the Perfection of the General Survey and Evaluation System of College Students' Mental Health
6.1 Strengthen the Cooperation Between Departments
6.2 Institutionalization of Screening Implementation
7 Conclusion
References
Decision Tree and Data Classification Evaluation for Private Vocational College
Abstract
1 Characteristics of MOOC
2 The Characteristics of MOOC and Its Influence on the Credit System Reform of Private Colleges and Universities
3 The Influence of MOOC on the Credit System Reform of Private Colleges and Universities
4 Design of Credit System Based on MOOC
4.1 Guiding Ideology
4.2 Design Scheme
5 Conclusion
Acknowledgements
References
Multi-objective Evaluation Software Algorithm for Timbre
Abstract
1 On Multiculturalism
2 Subjective Evaluation Criteria of Timbre in Vocal Music Performance and Its Application
3 Phonation Practice
4 Principle of Objective Evaluation Algorithm
5 Experimental Effect
5.1 Evaluation Software
5.2 Image Analysis Algorithm
5.3 Software Evaluation Effect
6 Conclusion
References
Risk Assessment of Campus Network Loan Platform Based on BP Neural Network
Abstract
1 Risk Concept
2 Characteristics and Functions of Risk Evaluation of Online Lending Platform
2.1 BP Neural Network
2.2 Risk Assessment of Platform Based on BP Neural Network
2.3 Calculation Steps of BP Neural Network
3 Data Preprocessing
3.1 Positive Treatment of Indicators
3.2 Non Dimensional Treatment of Indicators
4 Risk Assessment and Grading
4.1 Index Entropy Weight Method
4.2 Grading
5 Conclusion
References
Research on the Blended Teaching of College Business English Based on Unipus Platform
Abstract
1 Introduction
2 Basic Concepts of Mixed Teaching Mode on Unipus Platform
3 The Advantages and Disadvantages of Online/Offline Teaching
3.1 Advantages and Disadvantages of Online Teaching
3.2 Advantages and Disadvantages of Offline Teaching
4 Hybrid Teaching Application Method
4.1 Make Online/Offline Teaching Process Planning
4.2 Online/Offline Teaching
4.3 Online/Offline Teaching Management
5 Conclusion
Acknowledgement
References
Small and Medium-Sized Enterprise Management Strategy Research Based on Big Data Analysis
Abstract
1 Concept and Characteristics of Big Data
1.1 Large Data
1.2 Features of the Big Data Era
2 Problems of Big Data Analysis in the Management of Small and Medium-Sized Enterprises
2.1 Decision-Making and Management Still Follow the Traditional Mode
2.2 It is Difficult to Identify Data with Economic Value
2.3 Important Internal Information of the Enterprise Is Easy to Leak
3 Strategies for Applying Big Data Analysis in the Management of Small and Medium-Sized Enterprises
3.1 Increase the Use of Big Data Analysis to Serve Enterprise Decision-Making and Management
3.2 Improve Enterprises' Ability to Manage and Screen Big Data Information
3.3 Permission Control Shall Be Carried Out for Important Data Information Within the Enterprise
4 Conclusion
References
Research on Security Strategy Based on Public Security Big Data Security Service System
Abstract
1 Introduction
2 Public Security Big Data Security Service System Issues
2.1 Trusted Access Service System
2.2 Defense in Depth System
3 Public Security Big Data Security Strategy Analysis
3.1 Security Policy Service Configuration
3.2 Business Security Policy Control
3.3 Security Protection Policy Control
4 Conclusion
References
Research and Design Based on Public Safety Big Data Evaluation Platform
Abstract
1 Introduction
2 System Architecture Design
2.1 System Hardware Environment Structure
2.1.1 Simulate Big Data Application Cluster
2.1.2 Evaluation Application Server
2.1.3 Evaluation Data Server
2.1.4 Tester's Computer Terminal
2.2 System Software Structure
2.2.1 Big Data Information Service Standard Evaluation Platform Architecture
2.2.2 The Logic Flow of the Big Data Information Service Standard Evaluation Platform
2.3 System Network Structure
3 System Function Realization
3.1 Working Principle of Evaluation
3.2 Big Data Evaluation Platform Evaluation Function
4 Conclusions
Acknowledgements
References
Short Paper Session
Management Optimization of Information Push of Online Shopping Platform from the Perspective of Marketing
Abstract
1 Introduction
2 Characteristics of Information Push of Online Shopping Platform from the Perspective of Marketing
2.1 More Information Push Forms
2.2 More Personalized Information Push
2.3 More Diversified Information Push Channels
3 Problems in Information Push of Online Shopping Platform
3.1 It Has Caused Some Troubles to Some Users
3.2 Users Are Tagged by the Information Push Mechanism
3.3 Serious Homogenization of Information Push Content
4 Management Optimization of Information Push of Online Shopping Platform from the Perspective of Marketing
4.1 Avoiding Causing Trouble to Users
4.2 Improving User Label Management
4.3 Solving the Problem of Information Push Content Homogenization
5 Conclusion
References
Construction of Aesthetic Theory System of Multimedia Picture Language
Abstract
1 Introduction
2 Multimedia Picture and Multimedia Picture Language
2.1 Multimedia Picture
2.2 Multimedia Picture Language
3 The Theoretical System of Multimedia Picture Language Aesthetics
3.1 Research Content
3.2 Research Methods
3.2.1 Combination of Qualitative Research and Quantitative Research
3.2.2 Combination of Traditional Cognitive Behavior Experiment and Modern Eye Tracking Technology
3.3 The Construction of Aesthetic Theory System of Multimedia Picture Language
3.3.1 Grammatical Composition of Multimedia Picture Language Aesthetics
3.3.2 Design Strategy of Multimedia Picture Language Aesthetics
3.3.3 The Significance of Constructing the Aesthetic Theory System of Multimedia Picture Language
4 Conclusion
References
The Development of Innovating Enterprise Management Mode by Using Computer Information Technology Under the Background of Internet
Abstract
1 Introduction
2 Overview of Enterprise Management Innovation
2.1 Business Management Innovation Direction
2.2 Important Significance of Enterprise Management Innovation
3 Enterprise Management Mode Under the Background of Internet
4 Current Situation of Traditional Enterprise Management
4.1 Enterprise Management Mode Is Backward
4.2 Digital Marketing of Enterprise Management Lags Behind
5 Innovate the Strategy of Enterprise Management in the Internet Era
5.1 C2B Business Model Application
5.2 Enterprise Brand Management Innovation
5.3 Training of Scientific and Technological Talents
6 Conclusion
References
Analysis on the Sustainable Development of Internet Economy Under Big Data
Abstract
1 Introduction
2 Characteristics of Internet Economy Based on Big Data Era
2.1 Low Transaction Costs
2.2 Variety of Data Types
2.3 High Operating Efficiency
3 Problems in Construction of Internet Economy
3.1 Difficulty in Guaranteeing Information Quality
3.2 Low Access Standards
3.3 Big Data and Protection in Privacy
4 Paths to Promote the Sustainable Development of Internet Economy
4.1 Strict Access Mechanism
4.2 Improving Internet Economy System
4.3 Progress in Green Economy
References
On the Application of Video Monitoring System in Public Security Work in the Era of Big Data
Abstract
1 Introduction
2 Background of Video Surveillance System Based on Big Data
3 Application Status of Video Surveillance System in China's Public Security Work
4 Main Problems in the Application of Public Security Video Monitoring System
5 The Assumption of Perfecting the Application of Video Monitoring System in Public Security Work
6 Conclusion
References
Fungal Industry Supervision System Based on Zigbee Technology
Abstract
1 Introduction
2 Overall System Design
3 System Design
3.1 System Hardware Design
3.2 System Structure Design
3.3 Sensor Module Design
3.3.1 Setting of Temperature and Humidity Module
3.3.2 Setting of Light Sensor
3.3.3 Gas Sensor
4 Conclusion
Acknowledgements
References
Reform of Mathematics Teaching Mode from the Perspective of Artificial Intelligence and Big Data
Abstract
1 Introduction
2 The Disadvantages of the Traditional Mathematics Teaching Model
2.1 The Rigid Teaching Makes the Students Lack Interest in Mathematics
2.2 Students Lack Practical Application Ability
2.3 The Assessment Method is Too Single
3 Mathematics Teaching Mode Reform
3.1 Use Artificial Intelligence and Big Data to Stimulate Students' Interest in Learning
3.2 Use Artificial Intelligence and Big Data Technology to Develop Students' Application Ability
3.3 Use Artificial Intelligence and Big Data Technology to Enrich Assessment Methods
References
Factor Analysis of Professional Ability of Fitness Clubs Membership Consultants in the Era of Big Data
Abstract
1 Introduction
2 Establishment of Professional Ability Indicators for Fitness Club Membership Consultants
3 The Factor Analysis Process of the Professional Ability of Membership Consultants
3.1 Reliability Analysis of the Questionnaire
3.2 Calculate the Principal Factor Solution
3.3 Connotation and Naming of Main Factors
4 Cultivation and Promotion of Professional Ability of Membership Consultants
4.1 Measures to Improve Value Orientation and Skill Accumulation
4.2 Shaping Professional Image and Improving the Ability of Professionalism
4.3 Measures to Improve Professional Ethics and Job Adaptability
4.4 Measures to Improve Professional Knowledge Reserve and Self-management Ability
4.5 Measures to Improve Social Communication and Customer Management Capabilities
4.6 Measures to Improve Character and Moral Ability Factors
5 Conclusion
Acknowledgements
References
Current Status and Industrialization Development of Industrial Robot Technology
Abstract
1 The Concept of Industrial Robot
2 Current Status of Industrial Robot Technology at Home and Abroad
2.1 Status Quo of Industrial Robot Technology Abroad
2.2 The Status Quo of Industrial Robot Technology in China
3 Development Strategy of Industrial Robot Industrialization in China
3.1 Strategies Are Needed
3.2 Standardization and Order
3.3 Reliable Technology and Reasonable Prices Are the Focus of Industrialization
3.4 Scale
4 The Future Development Trend of China's Industrial Robot
5 Conclusion
References
Application and Practice of UAV Aerial Survey Technology
Abstract
1 Introduction
2 What Is UAV Aerial Survey Technology
3 Features of UAV Aerial Survey Technology
3.1 Break the Traditional Restrictions
3.2 Break the Time Limit
3.3 Break the Limits of Space
4 Application and Practice Fields of UAV Aerial Survey Technology
4.1 Application and Practice in the Field of Aerial Photography and Surveying and Mapping
4.2 Application and Practice in the Field of Earthquake Relief
4.3 Application and Practice in the Field of Plant Protection
5 Conclusion
References
Pension Fund Financial Balance Model Under the Background of Artificial Intelligence
Abstract
1 Introduction
2 Discussion
2.1 Related Variables and Balance Mechanism
2.1.1 Income Variable
2.1.2 Expenditure Variables
2.1.3 Insurance Tax Calculation Variables
2.1.4 Pension Calculation Variables
2.1.5 Investment Income Variables
2.1.6 Demographic Variables
2.1.7 Balance Mechanism
2.2 Financial Balance Model
2.2.1 Financial Balance Model of Accounting on the Cash Basis
2.2.2 Financial Balance Model of Full Accumulation System
2.2.3 Financial Balance Model of Partial Accumulation System
2.2.4 The Main Factors Causing Fund Financial Imbalance
3 Conclusions
Acknowledgements
References
Design and Implementation of Small Commodity Trading System
Abstract
1 Preface
2 System Design
2.1 Foreground Design
2.1.1 Login Registration
2.1.2 Commodities Searching
2.1.3 Shopping Cart
2.1.4 Modification of Personal Information
2.2 Background Design
2.2.1 User Management
2.2.2 Commodity Classification and Management
2.2.3 Order Management
3 Database Design
4 Conclusion
References
Application of Image Recognition Based on Deep Learning Model
Abstract
1 Introduction
2 Convolutional Neural Network
2.1 Introduction to Convolutional Neural Network Model
2.2 Convolutional Neural Network Theory
3 Experimental Verification
3.1 Experimental Data
3.2 Introduction to Convolutional Neural Network Model
3.3 Visualization of Results
4 Conclusion and Discussion
Acknowledgements
References
On the Transformation and Innovation of Education in the Era of Artificial Intelligence
Abstract
1 Introduction
2 Article and Citation Trends
3 Method and Materials
4 Conclusion
References
Application and Development Proposal of Big Data in Targeting Poverty Alleviation
Abstract
1 Introduction
2 The Use of Big Data in Targeted Poverty Alleviation
2.1 The Accurate Recognition of Big Data
2.2 Use the Big Data to Make Dynamic Management of Targeted Poverty Alleviation
2.3 Use Digital Technology to Realize Educational Poverty Alleviation
2.4 Use Digital Technology to Realize Medical Poverty Alleviation
3 Development Suggestions
References
A Primary Analysis of the Role of Intellectual Media Development in Promoting City Image Communication
Abstract
1 Introduction
2 City Image Communication in the Context of Intellectual Media
3 The Promotion Effect of Intellectual Media Development on City Image Communication
3.1 Algorithm Recommendation Helps the Accurate and Personalized Communication of the City Image
3.2 Intelligent Technology Creates a Sense of Presence for the City Characteristic Landscape
3.3 Intelligent Technology Reduces the Conditions of Image Production and Promotes the Multi-dimensional Communication of City Image
4 Conclusions
Acknowledgements
References
Generation Mechanism of Internet Altruistic Behavior in Big Data Era
Abstract
1 Introduction
2 Internet Altruistic Behavior and Realistic Altruistic Behavior
3 Data Analysis of Internet Altruistic Behavior
3.1 Internet Altruistic Behavior on the Platform of Chutian Metropolis Daily
3.2 Internet Altruistic Behavior on the Platform of CCTV News
4 Generation Mechanism of Internet Altruistic Behavior in Big Data Era
4.1 Dynamic Mechanism
4.2 Restriction Mechanism
4.3 Promotion Mechanism
4.4 Guarantee Mechanism
5 Conclusions
Acknowledgements
References
Model of Real-Time Market Segmentation Based on Usage Scenarios Under the Monitoring Platform
Abstract
1 Introduction
2 Storage and Calculation Model of Spatial-Temporal Big Data
2.1 Spatial-Temporal Big Data Storage Model
2.2 The Calculation Model of Spatial Temporal Big Data
3 Real-Time Market Segment Analysis Based on Vehicle Usage Scenarios
3.1 Interest Point Matching Model
3.2 Adaptive Clustering Model of Interest Points
4 Experiment and Result Analysis
5 Outlook
References
Intelligent Car Control System Design Based on Single Chip Microcomputer
Abstract
1 Introduction
2 The Overall Structure of the System
3 System Software Design
3.1 System Main Program Module
3.2 Data Collection Procedure
3.3 Motor Control Program
4 Conclusion
References
Ship-Borne Antenna Motion Under External Force Based on Data Analysis
Abstract
1 Introduction
2 Antenna Motion Model
2.1 Antenna Inertial Motion Analysis
2.2 Antenna Wind Motion Analysis
2.3 Antenna Motion Analysis
3 Result Analysis
3.1 Determination of the Parameters
3.2 Verification and Analysis
4 Conclusions
References
Realization of Remote Monitoring System for Antenna Locking System Based on C#
Abstract
1 Introduction
2 System Design
3 System Implementation
3.1 Serial Data Reading
3.2 Realization of Real Time Data Graphic Display
3.3 Realization of State Judgment of Locking Mechanism
4 System Applications
5 Conclusions
References
Innovative Thinking of Natural Resources Management Model Based on Big Data of Land and Resources
Abstract
1 Explanation of the Concept of Land Resources Management in the Context of Big Data
2 The Current Situation of Land Resources Management Based on Big Data of Land Resources
2.1 Insufficient Attention to Information Sharing by Staff
2.2 Difficulty in Collecting Scattered Information
2.3 Unclear Division of Functions
3 Optimization Strategy of Land Resources Management by Big Data of Land Resources
3.1 Innovative Ways of Popular Participation
3.2 Expanding Data Development and Promoting Information Sharing
3.3 Further Improve the System and Process
3.4 Strengthening Talent Training
4 Conclusion
References
Tea Marketing Strategy Based on Big Data
Abstract
1 Introduction
2 Tea Marketing Strategy
2.1 Tea Marketing
2.2 Big Data
3 Tea Marketing Experiment
3.1 Selection of Target Market
3.2 Market Positioning Based on Big Data
4 Tea Marketing Analysis
4.1 Age Analysis of Tea Consumers
4.2 Channels for Consumers to Buy Tea
5 Conclusion
Acknowledgements
References
Applying Big Data in the Evaluation and Management of Research Performance in Universities
Abstract
1 Introduction
1.1 The Development of Big Data
1.2 The Importance of Research performance in Universities
1.3 The Evaluation and Management Practices in Research Performance in Universities
2 The Application of Big Data in Management of Research Performance
2.1 The Application of Big Data in Research Planning
2.2 The Application in Allocating Research Resources
2.3 The Supervision of Research Quality
3 Conclusions
3.1 Establishing Big Data Infrastructures for Research Evaluation and Development
3.2 Establish Data Standards in Sharing
3.3 Improve Researcher's Big Data Quality and Awareness
References
Application Off Line Programming of ABB Industrial Robot
Abstract
1 Introduction
2 Model Building of Industrial Robot
3 System Construction
4 Parameter Setting
5 Programming
6 Conclusion
Acknowledgements
References
The Logistics Distribution Models of Chain Management in the Network Era
Abstract
1 Introduction
2 The Meaning of Chain Management Logistics Distribution in the Network Era
2.1 The Meaning of Chain Management Logistics Distribution
2.2 Logistics Distribution Form of Chain Operation in the Network Era
2.2.1 Self-operated Distribution Model
2.2.2 Supplier Direct Distribution Model
2.2.3 Third-Party Logistics Distribution Model
2.2.4 Joint Distribution Mode
3 Research on the Countermeasures of Optimizing the Logistics Distribution Models of Chain Management Enterprises in the Network Age
3.1 Construct a Perfect Distribution Model Centered on Third-Party Logistics in the Network Era
3.2 Construct a Model Innovation Based on the Logistics Alliance of Chain Management Enterprises in the Network Era
3.3 Research on Logistics Distribution Optimization Strategy of Chain Management Enterprises in the Network Era
3.3.1 Strategic Research Based on Qualitative Analysis of the Distribution Center Location
3.3.2 The Strategy of Optimizing the Strategy of Logistics Distribution Routes for Chain Enterprises
4 Conclusion
References
The Teaching Reform of Information Security Specialty Driven by Innovative Practice Project Under the Background of Big Data
Abstract
1 Preface
2 Analysis on the Teaching Reform of Information Security Specialty Driven by Innovation Practice Project
2.1 Analysis of Teaching and Training Objectives of Information Security Major
2.2 Analysis on the Current Situation of Teaching Market of Information Security Specialty
2.3 Analysis on the Specific Ideas of Teaching Reform of Information Security Specialty Driven by Innovation Practice Project
2.3.1 Innovation of Online Education Form of Information Security Specialty
2.3.2 In Depth Cooperation Between Colleges and Enterprises to Cultivate Practical Talents of Information Security Specialty
3 Conclusions
Acknowledgments
References
Possible Future: Trend of Industrial Design Based on Artificial Intelligence
Abstract
1 Introduction
2 Concept and Technical Background of Intelligent Design
3 Characteristics of Intelligent Design
4 The Future of Intelligent Design
References
Image Recognition Technology Based on Artificial Intelligence
Abstract
1 Introduction
2 Analysis of Image Recognition Technology Based on Artificial Intelligence
2.1 Overview of Image Recognition and Artificial Intelligence
2.2 Basic Principles of Image Recognition Technology
3 Analysis of Image Recognition Technology of Artificial Intelligence
3.1 Pattern Recognition
3.2 Neural Network Form
3.3 Nonlinear Dimension Reduction Form
4 Application and Prospect of Image Recognition Technology
5 Conclusion
References
Application of LIM Technology in Landscape Design
Abstract
1 Related Concepts of Landscape Information Modeling
2 Application of LIM in Landscape Design
2.1 Smart Landscape
2.2 Information Management
2.3 Parametric Design
3 Conclusion and Outlook
References
Author Index

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