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 1
Brand: Springer
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Applications and Techniques in Cyber Intelligence (ATCI 2021) Volume 1

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

Springer (Verlag)

Erschienen am 23. Juni 2021

XXX, 994 Seiten

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Inhalt

Intro
Foreword
Organization
General Chairs
Online Conference Organizing Chairs
Program Chairs
Publication Chairs
Publicity Chairs
Website and Local Service Chairs
Program Committee Members
Welcome Message
Conference Program at a Glance
ATCI 2021 Keynotes
Oral Presentation Instruction
Registration
Contents
Cyber Intelligence for Business and Management Innovations
Prediction of Total Investment in Fixed Assets Based on the SARIMA Model and X12ARIMA Seasonal Adjustment Method
1 Introduction
2 Model Establishment and Indicator Description
2.1 Data Sources and Related Instruction
2.2 Judging Data Seasonality
2.3 Model Establishment
3 Model Prediction
3.1 Analysis and Prediction Using SARIMA Model
3.2 X12ARIMA Seasonal Adjustment Method Using Addition
3.3 X12ARIMA Seasonal Adjustment Method Using Multiplication
3.4 Forecast Results and Comparison of X12ARIMA Seasonal Adjustment Method Using Addition and Multiplication
3.5 Automatic Prediction of X12ARIMA Seasonal Adjustment Method Based on R Language
4 Conclusion
References
Analysis of the Impact of Green Credit on the Operating Efficiency of Listed Commercial Banks Based on Python
1 Introduction
2 Data and Model
2.1 Variable Selection
2.2 Data Source
2.3 Descriptive Statistical Analysis
2.4 Model Setting and Selection
2.5 Model Selection
3 Conclusions
References
The Influence of Computer Network Technology on Trade Development
1 Changes of Trade Market Environment under the Background of Internet Development
2 Application of Internet Technology in Trade Activities
3 The Impact of Internet on the Development of Trade
4 Problems in the Application of Internet in Trade
5 Improve the Effectiveness of Internet Application in Trade Process
6 Conclusion
References
The Application of Knowledge Map and the Construction of Enterprise Knowledge Map
1 Introduction
2 Knowledge Graph and Structure of the Enterprise Information System
3 Application of Knowledge Graph
3.1 Problem Solving
3.2 Network Security
3.3 Intelligent Application
4 Construction of Knowledge Map
4.1 Knowledge Extraction
4.2 Knowledge Integration
4.3 Developing Knowledge Map
5 Conclusion
References
Interaction Mechanism of Regional Tourism Industry and Information Industry
1 Introduction
2 Research Methods
3 Evaluation System
4 Interaction Mechanism
4.1 Stationarity Test
4.2 Selection of Lag Order
4.3 PVR Model Estimation
4.4 The Dynamic Response of Tourism Industry and Information Industry
4.5 Analysis of Variance
5 Conclusion
References
Service Quality Evaluation of Office Property Management Based on SERVQUAL Model
1 Introduction
2 Related theories of Office Property Management Service Quality
3 Establishment of Service Quality Index System
3.1 Index Selection
3.2 Weight Determination
3.3 The Square Root Method is Used to Calculate the Eigenvector and Weight
3.4 Evaluate the Service Quality of Office Property Management
4 Service Quality Satisfaction and Importance Evaluation
5 Conclusions
References
Characteristics and Trends of Tourism Informatization Research - Based on Citespace Knowledge Map Analysis
1 Introduction
2 Research Methods and Data Sources
3 Statistics and Analysis
3.1 Distribution of Domestic Tourism Information Research
3.2 Distribution of Domestic Tourism Information Research Journals
3.3 An Analysis of the Frontier Hot Spots of Domestic Tourism Informatization Research
3.4 Trajectory and Trend Analysis of Domestic Tourism Informatization Research
4 Discussion and Conclusion
References
Policy Guarantee for the Development of FinTech Under the Flow of Information Technology in Guangdong-Hong Kong-Macao Greater Bay Area
1 Introduction
2 Challenges Facing FinTech Development in the Greater Bay Area
2.1 The Flow of FinTech Talents is Not Smooth
2.2 Cross-Border Logistics Transportation is Not Smooth
2.3 The Cross-Border Use of Financial Funds is Not Smooth
2.4 The Communication of Information and Data is Not Smooth
3 Policy Guarantee for the Development of FinTech in the Greater Bay Area
3.1 Administrative Management and Policy Guarantee
3.2 Talent Guarantee for the Development of Dawan FinTech
3.3 Healthy Competition Guarantee for the Development of Insurance Technology in the Greater Bay Area
3.4 Platform Guarantee for FinTech in the Greater Bay Area
3.5 Risk Prevention of FinTech in the Greater Bay Area
4 Conclusion
References
Training Mode of Applied Talents in Tourism Management Specialty Under Artificial Intelligence
1 Introduction
2 Relevant Concepts
2.1 AI Concept
2.2 Applied Talents of Tourism Major
2.3 Talent Training Mode
2.4 Basic Algorithm
3 Practical Research on the Talent Training Mode of Tourism Management Major from the Perspective of AI
3.1 Subjects
3.2 Experimental Steps
4 Statistical Analysis of Data
4.1 Students' Understanding of AI in Teaching
4.2 Students' Experience Based on AI
4.3 Assessment Result Analysis
5 Conclusion
References
Risk Analysis and Development Research of Cross-Border E-commerce Payment Under the Background of Internet Finance
1 Research on the Background of Cross-Border E-commerce Payment in China
1.1 Traditional Payment Cross-Border E-commerce Platform
1.2 Third-Party Payment Cross-Border E-commerce Platform
2 Internet Finance Promotes Cross-Border Electronic Payment
3 Existing Problems and Risk Analysis of Cross-Border E-commerce Payment
3.1 Credit System Defects and Payment Credit Risk
3.2 Regulatory Risks of Big Data and User Privacy
3.3 Risk of Cross-Border Money Laundering and Illegal Flow of Funds
3.4 Legal Risks of Cross-Border Electronic Payment
4 Strategic Analysis and Development Research of Cross-Border Electronic Payment Industry
4.1 Strengthen the Supervision of Cross-Border Electronic Commerce Payment
4.2 Improve the Security of Third-Party Payment Information in the Era of Big Data
4.3 Improve the Credit Information Work and Establish an Online and Offline Credit Information System
4.4 Improve the Access System for Third-Party Cross-Border Payment Services
4.5 Attach Importance to and Strengthen Anti-money Laundering Work
References
The Construction and Application of Financial Sharing Service Center of Enterprise Group
1 The Strategic Significance of Building Financial Sharing Service Center to Strengthen Financial Control of Enterprise Groups
2 Principles and Key Points of Financial Sharing Service Center Construction
3 Core Systems and System Integration of Financial Shared Service Center Construction
4 Management and Control Mode and Expected Effect of Financial Shared Service Center
5 Financial Sharing Service Center Construction Risk and Countermeasures
References
Analysis on Employment Situation of Applied Universities in Transformation and Development
1 Introduction
2 Main Factors Affecting the Employment Rate of Colleges and Universities
2.1 The Increase of College Enrollment Leads to the Decrease of the Gold Content
2.2 The Leading Role of University Education is Challenged by the Development of Internet
2.3 The Speed of Knowledge Renewal in Colleges and Universities Lags Behind the Development of Industry
2.4 The Motive Force for Colleges and Universities to Seek Employment Growth Point is Not Strong
2.5 Higher-Educated People are More Attractive to Businesses than Students
2.6 The Orientation of Employment of College Students is Not Accurate
3 Analysis of Employment Data of Jilin Agricultural Science and Technology Institute
4 Exploration of the Work Model Which is Favorable to the Comprehensive Quality Improvement of Employment
4.1 Accurate Positioning
4.2 Graded Advance
4.3 Ideological Guidance
4.4 Comprehensive Plan
5 Summary and Outlook
References
Corpus-Based Comparative Study on Chinese and English Subjectivity
1 Introduction
1.1 Problem and Research Question
1.2 Review of Literature
2 Research Methods
2.1 The Corpus and Data
2.2 Data Collection and Analysis
2.3 Results
3 Discussion
4 Conclusion
References
Analysis on the Development of Regional Innovation Ability Driven by Internet Under the Background of "Internet Plus"
1 Introduction
2 Theoretical Analysis
2.1 Cost Effect
2.2 Competitive Effect
2.3 Spillover Effect
3 Analysis of Existing Circumstance
4 Conclusion and Enlightenment
References
Influence Mechanism of Mobile Social Network Users' Product Recommendation Information on Consumers' Intention to Participate Sharing Economy
1 Introduction
2 Theoretical Bases
2.1 Theory of Planned Behavior
2.2 Source Credibility Theory
3 Influencing Mechanism Analysis
3.1 Influencing Mechanism of TPB Factors
3.2 Influence Mechanism of Source Credibility Factors
3.3 The Theoretical Model
4 Management Implication
4.1 Improve Consumers' Perception of Source Credibility
4.2 Improve Consumers' Perceived Ease-of-Use to Mobile Social Network Apps
5 Conclusions
References
Optimizing System Management Based on Trust of Domain
1 Account Management Issues
1.1 APG40 Account Management
1.2 Centralized Account Management Scheme
1.3 Improved Authority Distribution
2 Data Configuration
2.1 Configuration of Domain Controller
2.2 Configuration of APG Network
2.3 Building Trust
2.4 Assign User Rights
3 Using Centralized Accounts for Maintenance Operations
3.1 Image Interface Using APG40
3.2 Log in to APG40 Using Telnet
3.3 Use Port 5xxx to Access CP Directly Through APG40
3.4 Access to FTP Function of APG40
4 Concluding Remarks
References
Service Clustering Based on GSDMM Topic Model
1 Introduction
2 Related Work
2.1 Topic Model
2.2 Clustering Algorithm
3 Research Contents
3.1 Preprocess
3.2 Topic Vector
3.3 Clustering Algorithm
4 Research Results
4.1 Datasets
4.2 Evaluation Criteria
4.3 Experimental Results
5 Conclusions
References
Opportunities and Challenges of Hotel Marketing Under the Background of Big Data
1 Introduction
2 Characteristics of Hotel Marketing Under the Background of Big Data
3 Marketing Opportunities in the Context of Big Data
3.1 Mining Target Population from Data
3.2 Mining Information Associations from Data
3.3 Mining Market Trends from Data
3.4 Mining Partners from Data
4 Marketing Challenges in the Context of Big Data
4.1 Challenges in Data Sources
4.2 Challenges in Data Analysis
4.3 Challenges Posed by Data Management
5 Conclusion
References
The Impact of Technological Innovation on Regional Economic Development Under the Background of Internet
1 Introduction
2 The Influence of Internet Technology on Regional Economic Development
2.1 Internet Technology Affects Regional Economic Development Factors
2.2 Internet Technology Has Changed the Structure of Regional Economic Development
2.3 Internet Technology Promotes the Birth of High-Tech
3 The Impact of Technological Innovation on Regional Economic Development
3.1 Technological Innovation Investment and Regional Economic Progress
3.2 Technological Innovation Output and Regional Economic Development
3.3 Featured Operations at the Regional Level
3.4 Coordinated Development at the National Level
4 Conclusion
References
Digital Inclusive Finance and Innovation of Small and Micro Enterprises Under Mobile Internet
1 Introduction
2 Related Concepts
2.1 Digital Inclusive Finance
2.2 Small and Micro Enterprises
2.3 Financing Mode of Small and Micro Enterprises
3 Small and Micro Enterprise Financial Project Practice Research
3.1 Practice Background
3.2 Project Promotion Plan
3.3 Questionnaire Survey Statistics
4 Statistical Analysis of Practice Data
4.1 Sample Analysis
4.2 Project Completion Statistics
4.3 Suggestions on Financial Services Under the Background of Digital Inclusive Finance for Small and Micro Enterprises
5 Conclusion
References
Artificial Intelligence Technology in Enterprise Economic Management
1 Introduction
2 Enterprise Management
2.1 Artificial Intelligence
2.2 Corporate Economic Management
3 Enterprise Economic Management Experiment
4 Intelligent Enterprise Economic Management
4.1 Indicators Before and After Tax Management Business Process Optimization
4.2 AI Professionals
5 Conclusion
References
Face Detection of Innovation Base Based on Faster RCNN
1 Introduction
2 Faster-RCNN Model Structure
2.1 Basic Principles of Faster-RCNN
2.2 RPN Principle
2.3 ResNet50 (Residual Network)
2.4 ReLU Activation Function
2.5 Soft Non-maximum Suppression (Soft-NMS)
3 Experiment and Experimental Analysis
3.1 Experimental Environment and Experimental Details.
3.2 Experimental Analysis
4 Results and Discussion
References
Application of Computer Information Technology and Liang Ping's New Year's Paintings in the Field of Modern Design
1 Introduction
2 The Color Characteristics of Chinese Folk New Year Pictures
2.1 Symbolic
2.2 Popularity
2.3 Performance
3 The Unique Color System of Liang Pingmingjian's New Year Paintings and Its Application in Design Works
3.1 The Unique Color System of New Year Pictures
3.2 Application of Colors in New Year Pictures in Design Works
4 The Characteristics of Computer New Year Picture Image Design
4.1 Speed up the Drawing Speed and Quality
4.2 High Precision and Small Error
5 The Application of Computer Technology in the Image Design of New Year Pictures
5.1 Improved Processing Accuracy of New Year Pictures
5.2 Enrich the Design Content of New Year Pictures
5.3 Design to Improve the Image Quality of New Year Pictures
6 Conclusion
References
Exploration of Innovative Development of Logistics Management in the Internet Age
1 Introduction
2 The Impact of the "Internet+" Environment on the Logistics Industry
3 The Advantages of the Internet in Logistics Management
3.1 Fast Information Connection
3.2 Increase Stickiness with Customers
4 Problems in Logistics Management in the Internet Era
4.1 Data Security Faces Threats
4.2 The Inventory Management Model is Relatively Backward
4.3 Distribution Management Issues
4.4 Lack of Professionals
5 Innovation and Improvement of Logistics Management Services
5.1 Technicalization of Logistics Management
5.2 Informationization of Logistics Management Services
5.3 People-Oriented Logistics Management Services
5.4 Integration of Logistics Management Services
5.5 Internationalization of Logistics Management
6 Conclusion
References
Optimizing Short Video Platform Based on User Portrait Theory--Take KuaiShou APP as an Example
1 User Portrait Technology in the Era of Big Data
2 Technical Outline and Case Analysis of User Portrait of KuaiShou APP
2.1 KuaiShou APP User Portrait is Accurately Outlined
2.2 Analysis of the User Portrait Approach of Kuaishou APP
3 Interpretation of the Optimization Value of the KuaiShou APP Platform Under the Theory of User Portrait
3.1 The Labels of the Two Categories of Users Attract Each Other to Enhance the Commercial Value of the Platform
3.2 The Value of Improving the Sense of Experience of User Service
References
Fault Analysis and Diagnosis Method for Intelligent Maintenance of OPGW Optical Cable in Power Systems
1 Introduction
2 Typical OPGW Faults and Maintenance Method
3 Fault Location Solutions of OPGW Systems
4 Conclusions and Discussions
References
Impact of Margin Trading on the Liquidity of China's Stock Market: Based on VAR Model
1 Introduction
2 Methodology and Data
2.1 Variable Description
2.2 Data Description
2.3 Model Specification
3 Empirical Analysis
3.1 Granger Causality Test
3.2 Impulse Response Analysis
3.3 Variance Decomposition
4 Conclusion
References
Computer Information Processing Technology in Financial Accounting Information System
1 Introduction
2 Financial Accounting Information System
2.1 Financial Accounting
2.2 Computer Information Processing Technology
3 Financial Accounting Information System Experiment
4 Financial Accounting Information System Analysis
4.1 Asset-Liability Data Analysis
4.2 Implementation Effect of the Scheme
5 Conclusion
References
The Improvement Path of Police's Scientific and Technological Literacy Based on Multi-objective Optimization Algorithm
1 Introduction
2 Fundamental Theory
2.1 Multi Objective Optimization Concept
2.2 The Concept of Multi Objective Evolutionary Algorithm
3 Effective Measures to Improve Police's Media Literacy in the Internet Era
3.1 Changing the Concept of Media
3.2 Improve Media Professionalism
4 Conclusion
References
Design and Application of Tourism Marketing Platform Based on Cloud Computing
1 Introduction
2 The Basic Theory of Tourism Service Recommendation
2.1 Personalized Recommendation System
2.2 Social Network Analysis
3 Framework Design of Tourism service Recommendation System in Cloud Computing Environment
3.1 Data Analysis Module
3.2 Analysis of Tourism Flow Based on Social Network
4 Cloud Computing Platform Hadoop
4.1 Distributed File System HDFS
4.2 Summary of this Chapter
5 Conclusion
References
Analysis on Application Framework Construction of Transportation and Tourism Integration Under Big Data Platform
1 Introduction
2 Database Design
3 Road Network Planning Method Based on Tourism Traffic Matching Curve
3.1 Basic Steps of Curve Establishment
4 Basic Parameters of Tourism Traffic Matching Curve
5 Conclusion
References
Data Mining Method of Intelligent Civil Aviation Cabin Sales
1 Introduction
2 Data Mining Technology
2.1 Decision Tree
2.2 Market Segmentation
3 Main Methods of Precision Marketing
3.1 Marketing Method Based on Database
3.2 Internet Based Approach
4 Conclusion
References
BP Neural Network Based on Genetic Algorithm in Economic and Industrial Structure Analysis and Prediction
1 Basic Principle Analysis of BP Neural Network
2 Analysis of Basic Principles of Genetic Algorithm
3 Genetic Algorithm Based BP Neural Network Analysis and Prediction of Economic Industrial Structure
3.1 Genetic Algorithm Based BP Neural Network Prediction Model
3.2 Analysis of Forecast Results
4 Conclusion
References
Implementation of ID3 Algorithm in Asset Inventory Model
1 Introduction
2 Introduction of Intelligent Algorithm
3 Check Out and Set Up Relevant Forms
4 The Main Methods are as Follows
5 Results Processing
5.1 Key Points of Inventory
5.2 Check the Assets of Inventory Loss
6 Conclusion
References
Computerized Accounting System of E-commerce Platform
1 Introduction
2 Design of E-commerce Platform System
3 Research on Internal Control Content of Computer Information System
3.1 General Control of Information System
3.2 Technical Connotation of Computerized Accounting System Under Internet Environment
4 Conclusion
References
Big Data in the Network Live Platform of Enterprise Brand Communication
1 Research Background and Interpretation of Basic Concepts
1.1 Research Background
1.2 Basic Concepts
2 Comparative Advantages of Live Network Platform in Enterprise Brand Communication
2.1 The Brand Communication of Network Live Broadcasting Platform is Precise, and the Fans Group is Transformed Into Purchasing Power Customers
2.2 The Live Network Platform Interacts with Fans in a Two-Way Manner, With High Stickiness and Highly Personalized Consumer Groups
2.3 Fuzzy Comprehensive Evaluation Method and Situation Value Calculation
3 The Influence of Network Live Broadcast Platform in Enterprise Brand Communication
3.1 The Rise of Live Network Platform Brings the Innovation of Brand Media
3.2 Fans Two-Way High Stickiness Link, Consumer Groups Highly Personalized
4 Conclusion
References
Machine Learning Differences in Machine Translation of Urban Publicity Texts
1 Introduction
2 Statistics of Error Types in Case Text Machine Translation
3 Machine Translation Vocabulary Translation Errors
4 Difference Calculation
4.1 Terminology and Quasi Term Machine Translation Errors
4.2 The Difference of Meaning Choice of Common Polysemous Words
4.3 Differences in Machine Translation of Idioms and Idioms
5 Conclusion
References
Cyber Intelligence for Network and Cloud Technologies
Analysis on the Construction of Cultivation Mechanism of the College Counselors' Scientific Research Ability with the Computer Technique Support in the Internet Age
1 Definition of Scientific Research Ability of College Counselors
2 Analysis on Constituent Elements of Scientific Research Ability of College Counselors
3 The Construction of the Cultivation Mechanism of Scientific Research Ability of College Counselors
3.1 The Guarantee Mechanism
3.2 The Educational Mechanism
3.3 The Technical Support Mechanism
3.4 The Discipline Platform Construction Mechanism
3.5 The Interaction of Theory and Practice Mechanism
4 Conclusion
References
Optimal Strategy of Front-End Development Technology of Computer Website
1 Introduction
2 Algorithm Establishment
2.1 Basic Particle Swarm Algorithm
2.2 Discrete Particle Swarm Algorithm
3 Modeling Method
3.1 Linear Two-Degree-of-Freedom Manipulation Model
4 Evaluation Results and Research
5 Conclusion
References
SAR Image Change Detection Based on Complex Neural Network
1 Introduction
2 Algorithm Establishment
2.1 Complex Convolution Algorithm
2.2 Fuzzy C-Means Clustering Method
2.3 Algorithm Optimization
3 Modeling Method
4 Evaluation Results and Research
5 Conclusion
References
Time Series Forecasting Model Method Based on Neural Network
1 Introduction
2 Algorithms and Methods
2.1 Fitness Function Algorithm
2.2 Combination Forecast
2.3 Partial Training
3 Model Establishment
3.1 Linear Stationary Model
4 Results
4.1 Experimental Investigation Results
5 Conclusions
References
Improve the Application of EMD and SVM in the Recognition of Emotional EEG Signals
1 Introduction
2 Experimental Data
3 Processing EEG Signal and EEG Feature Extraction and Classification
3.1 Principle of Conditional EMD
3.2 Correlation Screening of EMD Decomposition of EEG Signal and IMF
3.3 Emotional EEG Signal Feature Extraction
3.4 Libsvm Classification Algorithm
3.5 Algorithm Flow
4 Experimental Results and Analysis
5 Conclusion
References
College Students' Internet Altruistic Behavior from the Perspective of Big Data
1 College Students' Internet Altruistic Behavior
2 Expression of College Students' Internet Altruistic Behavior in Big Data Era
2.1 Frequency of Internet Altruistic Behavior
2.2 Platform Selected by Internet Altruistic Behavior
2.3 Expression of College Students' Internet Altruistic Behavior
2.4 Reasons for Hindering Internet Altruistic Behavior
2.5 Reasons for Promoting Internet Altruistic Behavior
3 Influence of Big Data on Internet Altruistic Behavior
4 Guiding Strategies of College Students' Internet Altruistic Behavior from the Perspective of Big Data
4.1 Strengthening Internet Supervision
4.2 Strengthening College Students' Network Moral Education
4.3 Giving Full Play to Family Function
5 Conclusions
References
Monitoring and Prediction Mechanism of Artificial Intelligence Technology in Online Language Violence
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Methods of Artificial Intelligence Technology in the Monitoring and Prediction Mechanism of Online Language Violence
2.1 Literature Research Method
2.2 AHP
2.3 Investigation and Research Method
3 Monitoring and Prediction Mechanism of Artificial Intelligence Technology in Online Language Violence
3.1 Experimental Design of the Monitoring and Prediction Mechanism of Online Language Violence
3.2 Experimental Data Collection of Monitoring and Prediction Mechanism of Online Language Violence
4 Monitoring and Prediction Mechanism of Artificial Intelligence Technology in Online Language Violence
4.1 Social Harm of Online Language Violence
4.2 Evaluation Index System of Online Language Violence
5 Conclusions
References
Medium Access Control Protocol Based on Continuous Listening and Hierarchical Scheduling
1 Introduction
2 CLHS-MAC Protocol Framework
3 Dynamic Selection of Continued Listening Stage
4 Simulation Analysis
5 Conclusion
References
Analysis of Network Public Opinion Based on BiLSTM and Self-attention Fusion Mechanism
1 Introduction
2 Related Research
3 Related Models
3.1 LSTM
3.2 BiLSTM
3.3 Attention Mechanism
3.4 Self-attention Mechanism
4 BiLSTM Affective Tendency Analysis Model Based on Self-attention Mechanism
5 Experiment
5.1 Experimental Data
5.2 Evaluation Criteria
5.3 Comparative Experiment
5.4 Analysis of Comparative Experiment Results
6 Conclusion
References
Prediction and Analysis of Saturated Electricity Consumption Based on Logistic - BP Neural Network
1 Introduction
2 Analysis of Influencing Factors of Saturated Electricity Consumption Based on Grey Relational Degree
3 Saturated Electricity Consumption Prediction Model
4 Prediction Result Analysis and Development Suggestion
4.1 Prediction Results of Saturated Electricity Consumption
4.2 Development Suggestions
5 Conclusion
References
The Sustainable Development of the Internet Economy Under the Background of Big Data
1 Introduction
2 Characteristics of Big Data
2.1 Huge Amount of Data
2.2 Rich Types of Data
2.3 The Data Speed is Very Fast
2.4 The Complexity of the Data is High
3 The Characteristics of the Internet Economy Development
3.1 The Efficiency of Completing the Transaction is Relatively High
3.2 The Cost of Completing the Transaction is Relatively Low
3.3 The Risk of Completing the Transaction is Relatively High
4 The Role of the Internet Economy in the Sustainable Development of the Big Data
4.1 The Big Data Application Reduces the Cost in the Development of the Internet Economy
4.2 The Big Data Application Improves Transaction Efficiency
4.3 The Big Data Broadens Application in the Trading Space
4.4 Further Promoted the Reorganization of Business
4.5 The Application of Big Data Improves the Trading Experience
5 Conclusion
References
Modeling and Simulation of Gansu Province Emergency Logistics System Based on Petri Net
1 Introduction
2 Emergency Incident Analysis Under Petri Network
2.1 Emergency Planning Analysis
2.2 Characteristics of Petri Nets
3 Petri Net's Emergency System Algorithm
3.1 Emergency Logistics in Gansu Province
3.2 Response Methods for Emergencies
4 Modeling and Analysis of Petri Offline System
4.1 Emergency Logistics System Model
4.2 Emergency Logistics Modeling under Petri Network
5 Conclusions
References
Overview of Cyber Threat Intelligence Description
1 Introduction
2 Research on Threat Intelligence Standards
3 Research on Threat Intelligence Description Methods
3.1 Method Based on Meta-model
3.2 Graph-Based Methods
3.3 Method Based on Expert Knowledge
3.4 Semantic-Based Approach
4 Research Progress of Threat Intelligence Analysis
5 Outlook on Future Research
6 Summary
References
Snooker Match Outcome Prediction Using ANN with Inception Structure
1 Introduction
2 Data and Feature Engineering
2.1 Match Data
2.2 Player Data
2.3 Feature Normalization
2.4 Feature Vector
3 Prediction Model
3.1 Network Structure
3.2 Loss Function
3.3 Training Parameters
4 Predictability
5 Discussion
References
Construction of Secure and Stable Communities in Higher Vocational Colleges in the "Internet+" Era
1 Introduction
2 The Meaning and Characteristics of the Concept of "Internet+" Era
3 The Status Quo of the Security and Stability Work in Higher Vocational Colleges in the "Internet+" Era
3.1 The Status Quo of the Security and Stability Work in Higher Vocational Colleges
3.2 The Supervisory Mechanism of Late-Return Inspection, Sanitation Inspection, and High-Power Electrical Appliance Inspection
3.3 The Timeliness and Existing Problems of the Class Attendance Feedback
3.4 The Closeness of Parental Contact and Existing Problems
4 The Construction of Security and Stability Work in Higher Vocational Colleges in the "Internet+" Era
4.1 Broaden the Supervision Mechanism of Community Management, Promote the Stable Development of Higher Vocational Colleges
4.2 The Effectiveness of Class Attendance Needs to be Strengthened
the Timeliness of Classroom Attendance Needs to be Improved
4.3 Diversify the Form and Content of Management in Higher Vocational Colleges Should be Diversified, Meet the Characteristics of Higher Vocational Colleges
5 Conclusion
References
Competitiveness Evaluation of Port Based on BP Neural Network
1 Introduction
2 Construction of Evaluation Index System of Smart Port Competitiveness
2.1 Construction Principles of Evaluation Index
2.2 Index Construction of Port Competitiveness
3 Establishment of Intelligent Port Competitiveness Model Based on BP Neural Network
4 Realization of BP Neural Network
4.1 Data Processing
5 Conclusion
References
Target Simulation of Bucket Reflector Based on Complex Structure
1 Introduction
2 Design Principle
2.1 Radar Cross-Section
2.2 Attitude Angle
3 Simulation Results and Analysis
4 Conclusions and Prospects
References
Computer Molecular Biology Technology in the Field of Clinical Microbiological Examination
1 Introduction
2 The Field of Clinical Microbiological Testing
2.1 Computer Molecular Biology
2.2 Microbiological Inspection
3 Clinical Microbiological Testing Experiment
4 Microbiological Inspection and Analysis
4.1 Variability of the Sequencing Depth on the Whole Genome and Segment of HIN1
4.2 Qualcomm's Most Sequencing Analysis of the Reactor Under Different Working Conditions
5 Conclusion
References
Cloud Computing Network Security Technology Based on Big Data Analysis
1 Introduction
2 Research on Cloud Computing Network Security Technology Based on Big Data Analysis
2.1 Main Problems of Network Security Technology
2.2 Network Security Technology Implementation Path
2.3 Correlation Function Formula
3 Experimental Research on Cloud Computing Network Security Technology Based on Big Data Analysis
3.1 Experimental Study on Verifiability of Data Dynamic Operation Based on Merkle Hash Tree
3.2 Experimental Research on Access Control Based on Attribute Encryption Algorithm
4 Cloud Computing Network Security Technology Based on Big Data Analysis
4.1 Research and Analysis of Data Dynamic Operation Verifiability Based on Merkle Hash Tree
4.2 Experimental Research and Analysis of Access Control Based on Attribute Encryption Algorithm
5 Conclusions
References
Balance Detection System Based on the Entropy Weight Method and Decision Tree Classification
1 Introduction
2 Data Analysis and Preprocessing
2.1 Data Source
2.2 Analysis and Treatment
3 Model Building
4 Conclusions
References
Early Warning Mechanism of Network Public Opinion Crisis in Big Data Environment
1 Introduction
2 Significance of Establishing an Early Warning Mechanism for Network Public Opinion Crisis
3 Analysis of the Early Warning Mechanism of Online Public Opinion Crisis
4 Improve the Online Public Opinion Crisis Early Warning Mechanism
4.1 Use Big Data Technology to Investigate Hidden Dangers
4.2 Improve the Regulatory System for Crisis Early Warning by Government Functional Departments
4.3 Encourage the Mass Media to Actively Participate in Early Warning Work
5 Conclusion
References
Mobile Application Behavior Recognition Based on Dual-Domain Attention and Meta-learning
1 Introduction
2 Mobile Application Behavior Recognition Method Based on Dual-Domain Attention and Meta-learning
2.1 Feature Extraction Using Deep Separable Convolution
2.2 Dual-Domain Attention Extraction
2.3 Multitasking
3 Experimental Results
4 Conclusion
References
"Internet + Government Service" Optimization Based on Big Data
1 Introduction
2 Optimization of "Internet + Government Service" Based on Big Data
2.1 Problems in the Construction of "Internet + Government Services"
2.2 Existing Methods in the Construction of "Internet + Government Service"
2.3 Algorithm Based on Adaptive Clustering
3 Experimental Optimization of "Internet + Government Service" Based on Big Data
3.1 Objects
3.2 Issue Questionnaires and Return Questionnaires
3.3 Algorithms Using Adaptive Clustering
4 Experimental Research and Analysis of "Internet + Government Service" Optimization Based on Big Data
4.1 Familiarity of "Internet + Government Services" is Shown in Table 1.
4.2 Satisfaction Survey
5 Conclusions
References
Application Analysis of User Portrait in Library Field
1 Introduction
2 Data Acquisition and Research Methods
2.1 Data Acquisition
2.2 Research Methods
3 A Survey of User Portrait Research in Library Field
3.1 Analysis of Research Hotspots
3.2 Study Author Analysis
3.3 Evolution Path and Development Trend
4 Research Topics
4.1 Personalized
4.2 Knowledge Discovery
4.3 Reading Promotion
4.4 Reading Therapy
5 Conclusion
References
The Application of AutoCAD in the Drawing of Archaeological Artifacts-Line Plot Surveying and Mapping of Standard and Complete Artifacts
1 Introduction
2 CAD Drawing of Standard and Complete Artifacts
2.1 The Introduction of CAD
2.2 The Introduction of Standard and Complete Artifacts
2.3 The Drawing Method
3 The Operation and Cautions of Drawing the Line Plot
3.1 Artifact Shooting
3.2 The Preparation of CAD Drawing
4 The Process of the Line Plot Surveying and Mapping
5 Conclusion
References
Application of Analytic Network Process in Power Grid Development-Diagnosis Management
1 Introduction
2 Index System and ANP
2.1 Index System
2.2 Analytic Network Process (ANP)
2.3 Calculation Method
3 Calculation Example
3.1 Index System
3.2 Index Weight
3.3 Evaluation Result
4 Conclusion
References
Time Synchronization Algorithm of Airborne Network Data
1 Introduction
2 Causes and Characteristics of Network Packet Data Disorder
2.1 Brief Introduction of Networked Test System
2.2 Causes and Characteristics of Network Packet Data Disorder
3 Analysis and Comparison of Three Time Synchronization Algorithms
3.1 White Processing Algorithm Based on the Number of Packets
3.2 Time Synchronization Algorithm Based on Half Packet Interval
4 Conclusions
References
Reservoir Storage Rainfall Dynamic Monitoring System Based on Data Mining Algorithm
1 Introduction
2 Data Mining Technology
2.1 Association Rules Analysis
2.2 Neural Network
3 Classification in Data Mining
3.1 Purpose of Classification
3.2 Classification Algorithm Based on Decision Tree
3.3 Classification Algorithm Based on Bayes
4 Estimation Model of Reservoir Storage Capacity
5 Conclusion
References
Numerical Calculation of Surface Plasmon Polariton Lens Based on 3D Model of Cloud System
1 Introduction
2 Structural Design
3 Basic Theory of Surface Plasma
3.1 Drude Model of Metals
3.2 Excitation Modes of Surface Plasmon Waves
3.3 Properties of Surface Plasmon Waves
4 Conclusion
References
Cloud Computing Platform for Solar Semiconductor Lighting System
1 Introduction
2 Principle Analysis of Independent Solar Semiconductor Lighting System
2.1 Composition of Independent Solar Semiconductor Lighting System
2.2 Output Characteristics of Solar Cells
3 Design of Independent Solar Semiconductor Lighting System
3.1 Overall Design Scheme of the System
3.2 Function and Principle of Controller
3.3 DC-DC Conversion Circuit
4 System Assembly and Test Analysis
5 Conclusion
References
Evaluation System of Scientific and Technological Innovation Talents Benefit Based on Cloud Operation Management and Optimization
1 Introduction
2 Evaluation Index System
2.1 Lay Down a Principle
2.2 Index Range
3 Evaluation Model and Method
3.1 Linear Evaluation Model and Method
3.2 Stu Evaluation Model and Method
4 System Structure and Function Overview
4.1 Data Acquisition and Processing
4.2 Information Query and Statistics
4.3 Quantitative Assessment
4.4 System Settings
5 Conclusion
References
Enterprise Management Simulation Training System Based on Cloud Information System Architecture
1 Introduction
2 How to Improve the Teaching Method of Simulation Training for Business Administration Major
2.1 Establish Simulation Platform to Meet the Needs of Enterprises
2.2 Creating Diversified Simulation Training Situation
3 The Main Mode of Perfecting Simulation Training for Business Administration Major
3.1 ERP Training Platform
3.2 Task Oriented Model
3.3 School Enterprise Cooperation Mode
4 Conclusion
References
Genetic Algorithm and Cloud Computing Platform for SaO2
1 Problem Analysis
2 Modeling and Solving
3 Summary
4 Conclusion
References
Landscape Design Virtual Platform Based on iPad Operating Environment
1 Introduction
2 Virtual Landscape Design Platform
2.1 3D Virtual Simulation Interface of Environmental Landscape
2.2 3D Landscape Virtual Algorithm
2.3 Realization of Virtual Platform Interface Display
3 Analysis of Experimental Results
4 Conclusion
References
Cloud Based Information System Architecture in Construction Site
1 Overview of Artificial Intelligence Technology and Intelligent Building
1.1 Overview of Artificial Intelligence Technology
1.2 Overview of Intelligent Building
2 Problems in the Development of Intelligent Buildings
3 Application of Artificial Intelligence Technology in Intelligent Building
3.1 Expert Control System Technology
3.2 Artificial Neural Network Control System
4 Conclusion
References
BIM Technology Based on Cloud Computing in Urban Design
1 Application of BIM Technology
1.1 BIM Concept
1.2 BIM Technology Features
1.3 Application Status in China
2 Application of BM in Municipal Road Design
2.1 Application Design of Topographic Map
2.2 How to Design Circuit
2.3 Algorithm of Data Mining Technology from the Perspective of Big Data
3 Implementation Process of Urban Road Design
4 Application of Information Technology in Urban Planning and Design in the Era of Big Data
4.1 Application of Information Technology in Urban Planning Data Collection
4.2 Application of Information Technology in Urban Planning Data Analysis
5 Conclusion
References
Cyber Intelligence for AI, VR, Blockchain Applications and Innovations
Application of Robot-Assisted Percutaneous Spinal Endoscopy in the Treatment of Lumbar Fractures
1 Case Report
2 Surgical Approach
3 Postoperative Care
4 Results
5 Discussion
References
Application of Robot-Assisted Percutaneous Endoscopic Spine Surgery for Thoracolumbar Tractures
1 Classification of Thoracolumbar Spine Fractures
2 Surgical Treatment
2.1 Choice of Treatment Methods
2.2 The Purpose of Operation and the Choice of Operation Method
3 Basic Research of Robot Assisted Percutaneous Spinal Endoscopy in the Treatment of Thoracolumbar Fractures
4 The Evolution of Surgical Concept
5 Controversy in Operation
5.1 Decompression
5.2 Fusion
6 Foreground and Prospects
References
Development and Application of Artificial Intelligence Technology to Unmanned Driving Under the Background of Wireless Communication
1 Introduction
2 Method
2.1 Teaching and Learning
2.2 Reinforcement Learning
3 Experiment
3.1 Subject
3.2 Experimental Design
4 Results
5 Conclusion
References
Key Technologies of Autonomous Driving System of Rice and Wheat Agricultural Robots Based on High Precision Temporal and Spatial Information
1 Background of Developing Automatic Navigation and Driving System for Rice and Wheat Agricultural Robots
2 Key Technologies Used in the Rice and Wheat Agricultural Robot Robot Guiding System Based on High-Precision Spatio-Temporal Information
2.1 Establishment of High-Precision Space Network
2.2 Control Algorithm
2.3 High-Precision and Low-Cost GNSS/INS Integrated Navigation and Positioning Technology
3 Conclusion
References
Protection Method of Network Data Privacy Security Issues Based on Blockchain Technology
1 Introduction
2 Overview of UAV and Fuzzy Control Theory
2.1 Security Analysis of Mimic Blockchain
2.2 Big Data Security Technology
3 Experimental Design
3.1 Construction of Data Processing Platform
3.2 Test Subject
3.3 Experimental Method
4 Analysis and Discussion of Experimental Results
4.1 Based on Data Availability and Privacy Measurement
4.2 Relationship Between the Risk of Privacy Leakage and the Dimensions of Released Data
5 Conclusions
References
Analyses on the Monitoring Technology of CNC Machiner Under Visual System
1 Introduction
2 The Characteristics of Visual System Cnc Parts Processing and Testing Technology
3 The Composition of Visual Monitoring System in NC Parts Machining
3.1 CCD Cameras in the Visual System
3.2 The Lighting System in the Visual System
3.3 Image Acquisition Card in the Visual System
4 The Realization of CNC Parts Processing Monitoring Technology Under the Vision System
4.1 Noise Removal in Digital Images
4.2 Processing of Digital Image Workpiece
4.3 Segmentation of Digital Parts Image
4.4 Edge Detection of NC Parts Image
5 Conclusions
References
Athlete's Temperature Characteristics Based on Artificial Intelligence Perspective Adapt to Infrared Thermal Image
1 Introduction
2 Research Objects, Models and Steps
2.1 Test Subject
2.2 Experimental Models and Procedures
3 Analysis of Acupoint Temperature Characteristics
3.1 Analysis of the Average Body Weight and Exercise of Each Group of Animals During the Experiment
3.2 Single Larget Tracking Experiment Result and Analysis
3.3 Comparative Analysis of the Average Temperature Value of Acupoints and Non-acupoints
3.4 Comparison of Infrared Temperature Difference Between Acupoints Before and After Exercise in Control Group
4 Conclusions
References
Artificial Intelligence-Based Tennis Match Technique and Tactics Evaluation System
1 Introduction
2 Research Ideas on the Evaluation System of Tennis Match Techniques
3 The Connotation and Principles of Artificial Intelligence-Based Tennis Match Technical and Tactical Evaluation
4 Application of Artificial Intelligence-Based Tennis Match Technique and Tactics Evaluation System
4.1 Evaluation System Based on Artificial Intelligence
4.2 Decision Tree Classification Algorithm
4.3 Wavelet Transform
5 Conclusion
References
Digital Realization Technology of Qiannan Ethnic Pattern
1 Preface
2 Pattern Generation Technology Based on PAL
3 Pattern Generation Technology Based on Shape Grammar
4 Summary
References
Application of Artificial Intelligence Technology in Lacquerware Process Restoration
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Application Method of Artificial Intelligence Technology in Lacquer Craft Restoration
2.1 Literature Research Method
2.2 AHP
2.3 Investigation and Research Method
3 Application Experiment of Artificial Intelligence Technology in Lacquer Craft Restoration
3.1 Experimental Design of the Application of Artificial Intelligence in the Restoration of Lacquerware Craftsmanship
3.2 Application of Artificial Intelligence to the Satisfaction Experiment Data Collection of Lacquer Craft Restoration
4 Application Analysis of Artificial Intelligence Technology in Lacquer Craft Restoration
4.1 Application Value Analysis of Artificial Intelligence in Lacquer Craft Restoration
4.2 Modern Aesthetic Needs of the Audience for the Restoration of Lacquerware Technology
5 Conclusions
References
Digital Protection Platform of Pingxiang Nuo Mask Based on AR Technology
1 Introduction
2 Digital Platform Based on AR Technology
2.1 AR Technology Overview
2.2 AR Platform Design Scheme
2.3 Design and Implementation of AR Module
3 Platform Testing
3.1 AR System Test
3.2 Digital Platform Testing
4 Test Results of Digital Platform for Intangible Cultural Heritage
4.1 AR Module Subjective Evaluation
4.2 Platform Concurrency Test
5 Conclusions
References
Discussion on Application of Artificial Intelligence in the Construction of the Model for Senile Intertrochanteric Fracture After Hidden Hemorrhage During Treatment
1 Materials and Methods
1.1 Clinical Data
1.2 Inclusion and Exclusion Criteria
1.3 Methods
1.4 Statistical Analysis
2 Results
2.1 Univariate Analysis on Influence of Latent Blood Loss after Intertrochanteric Fracture of Femur in Elderly
2.2 Multivariate Logistic Analysis on the Influence of Hidden Blood Loss
2.3 To Construct the Nomogram Based Prediction Model of Hidden Blood Loss by Artificial Intelligence
2.4 Prediction Efficacy of the Nomogram Model for Latent Hemorrhage After Intertrochanteric Fracture in the Elderly
3 Discussions
References
Auxiliary Role of Artificial Intelligence Technology in Landscape Architecture Design
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Methods on the Auxiliary Role of Artificial Intelligence Technology in Landscape Architecture Design
2.1 Theoretical Research Method
2.2 Actual Engineering Research Method
2.3 Support Vector Machine Regression Algorithm
3 Experiment on the Auxiliary Role of Artificial Intelligence Technology in Landscape Architecture Design
3.1 Collaborative Design Experiment Based on Artificial Intelligence Technology
3.2 Simulation Experiment
4 Simulation Experiment Data Analysis
5 Conclusions
References
Application of Computer Environment Simulation Technology in Explosion Proof Equipment Experiment
1 Introduction
2 Related Concepts
2.1 Explosion Proof Technology
2.2 Basic Forms of Combustible Gas Explosion
2.3 Combustible Gas Explosion Mechanism
2.4 Numerical Simulation
3 Experimental Simulation Design
3.1 Basic Assumptions
3.2 Experimental System
4 Analysis of Simulation Test Results
4.1 Explosion Simulation
4.2 Influence of Gas Concentration
4.3 Effect of Initial Concentration
5 Conclusion
References
Rapid Real-Time Collision Detection for Large-Scale Complex Scene Based on Virtual Reality
1 Introduction
2 Algorithm
2.1 Particle Swarm Optimization Algorithm
2.2 Update of Bounding Box Tree After Object Movement
3 Model Building
4 Evaluation Results
5 Conclusion
References
Application of Artificial Intelligence in the Academic Search Engine
1 Overview to Artificial Intelligence and Academic Search Engine
2 Overview to Mainstream Academic Search Engine Technologies
3 Introduction to and Technical Framework for a New Generation of AI-Based Academic Search Engine
3.1 Semantic Scholar - An AI-Based Academic Search (www.semanticscholar.org)
3.2 Wolfram Alpha - A Computation-Based Knowledge Search Engine
3.3 Comparative Analysis of Academic Search Engine Cases
4 Conclusions
References
Artificial Intelligence and the Dilemma of Meaning of Life
1 The Direction of Daily Life Has Changed, and the Self Transcendence of the Meaning of Life is Facing Difficulties
2 The Essence of "Self" Has Changed, and the Self Reflection of the Meaning of Life is Facing Difficulties
3 The Length of Life Has Changed, and the Ultimate Concern of the Meaning of Life is Facing Difficulties
4 Concluding Remarks
References
Cultivating Creative Talents of Digital Media Art Under the Background of Artificial Intelligence
1 Introduction
2 Method
2.1 Establish a Sound Evaluation System
2.2 Quantitative Data Evaluation
3 Experiment
3.1 Subject
3.2 Experimental Method
4 Results
5 Conclusion
References
Content, Operation, Laboratory: Application and Innovation of Artificial Intelligence in Broadcast and TV Industry
1 Introduction
2 Application of Artificial Intelligence in Broadcasting and TV Media Content
2.1 Content Collection
2.2 Content Production
2.3 Content Storage
2.4 Content Distribution
3 Application of Artificial Intelligence in Broadcast and TV Operation
4 Laboratory: R&D Base of Broadcast and TV Artificial Intelligence Technology
5 Conclusions
References
Numerical Simulation Technology of Food Freezing and Refrigeration Process Based on Supply Chain
1 Introduction
2 Supply Chain Management Methods for Food Freezing and Cold Storage
2.1 Supply Chain Theory Agency Model
2.2 Numerical Simulation and Characterization Method of Time-Varying Laws of Physical Properties
3 Numerical Simulation of Food Freezing and Refrigeration Process
3.1 Research Methods
3.2 Experimental Design
4 Numerical Simulation Analysis of Food Freezing and Refrigeration Process
5 Conclusions
References
Impact and Deconstruction of Artificial Intelligence on Marriage Value
1 Introduction
2 Is It Possible to Fall in Love Freely
3 Will Love Be One and the Same
4 Does the Value Symbol of Love Still Exist
5 Do You Still Need to Worry About Eugenics
6 Concluding Remarks
References
Construction of Art Farmland and Beautiful Countryside Based on Satellite Image Identification Technology
1 The Creation of "Art Farmland" is One of the Important Ways to Implement the Construction of Beautiful Countryside
2 Satellite Image Recognition Technology Can Help the Planning, Inspection and Adjustment of Art Farmland
3 The Specific Idea of Satellite Image Identification Technology to Serve the Construction of Beautiful Countryside
3.1 Rural Construction and Farmland Planners Should Establish Close Contact with Local High-Resolution Satellite Image Data Centers for Data Cooperation
3.2 Local High-Resolution Satellite Image Data Centers Can Provide Accurate Data and Personalized Services as Needed
3.3 Satellite Image Recognition Technology Can Be Combined with Other Technology Platforms in the Construction of Art Farmland
References
Drug Traceability System Based on RFID and Alliance Block Chain Technology
1 Introduction
2 Block Chain Technology
3 RFID Technology
4 Intelligent Contracts for Drug Traceability Systems
5 Drug Traceability System Architecture
6 Summary
References
The Application of Computer Aided Technology in Interior Design
1 Introduction
2 Computer-Aided Technology
3 The Difference Between Computer Graphics and Traditional Graphics
4 The Application of Computer-Aided Design Software in Interior Design
4.1 Design Embodiment of CAD Design Construction Drawing
4.2 3D Modeling
4.3 Lighting Effect Design
4.4 Cruise Animation Settings
4.5 The Embodiment of Vray Rendering Technology
4.6 PhotoShop, PremierePro Post-processing Technology
5 The Future Development Trend of Computer in Interior Design
5.1 Comprehensive Functions
5.2 Volume Miniaturization
5.3 Intelligent
6 Conclusion
References
New Mode of Supply Chain Management and Financing Based on Block-Chain
1 Introduction
2 Method
2.1 Block Chain
2.2 Supply Chain Model
3 Experience
3.1 Experimental Object Extraction
3.2 Experimental Analysis
4 Discussion
4.1 The Finance of Supply Chain Development
4.2 Calculation of Relative Weight
5 Conclusion
References
Intelligent Evaluation Method for the Credibility of Bank Digital Transformation from the Perspective of Artificial Intelligence
1 Introduction
2 The Measurement Method and Indicator System Construction of the High-Quality Development of Commercial Banks from the Perspective of Artificial Intelligence
2.1 Index Selection (See Table 1)
2.2 Evaluation Method
2.3 Data Source and Sample Selection
3 Measurement of the High-Quality Development of Commercial Banks from the Perspective of Artificial Intelligence
4 Conclusion
References
Application and Development Prospect of Virtual Reality Technology in Interior Soft Decoration Design Industry
1 Introduction
2 VR Technology Overview
3 Advantages of Applying VR Technology in Interior Design
3.1 Conducive to Promoting Effective Communication Between Designers and Customers
3.2 More Three-Dimensional in Terms of Design Expression
4 Application of VR Technology in Interior Soft Decoration Design
4.1 Optimize the Design Process
4.2 Simulate Environmental Conditions
4.3 Establish an Integrated Network of Virtual Models and Product Sales
4.4 Commercial Value in Showcase
5 The Development Prospects of VR in the Interior Soft Decoration Design Industry
6 Conclusion
References
Analysis and Construction of Visual Supply Chain for Internet Plus Fresh Agricultural Products in the New Era
1 Introduction
2 Problems of Traditional Fresh Agricultural Products Supply Chain
2.1 Isolated Supply Chain
2.2 Access for Consumers to Fresh Agricultural Product Quality Information is Limited
2.3 The Bullwhip Effect of Middleman Increases
2.4 Great Blindness of Producers
3 Construction of Visual Vegetable Supply Chain
3.1 Establishment of Rural Cooperatives
3.2 Corporate Operation
3.3 Internet Platform
3.4 New Retail
4 Total Quality Management
4.1 Vegetable Quality Management with Full Participation
4.2 Whole Process Vegetable Quality Management
4.3 Quality Concept of Total Vegetable Quality Management
4.4 PDCA Cycle Method
5 Conclusion
References
Cloud Computing Aided Model Design of Urban and Rural Planning and Design Based on OBE Results Oriented Theory
1 Introduction
2 Design Requirements of Hybrid Teaching Mode of Human Resource Management Courses Based on OBE Concept
2.1 Clear Teaching Objectives and Preset Learning Outcomes
2.2 Pay Attention to Learning Process and Reform Teaching Mode
3 Distribution Route Optimization Based on Hybrid Adaptive Cuckoo Algorithm
4 Optimization Path of Hybrid Teaching Mode of Human Resource Management Curriculum Based on OBE Concept
4.1 Teaching Resources Design and Development Stage
4.2 Online Learning and Classroom Teaching Implementation Stage
5 Conclusion
References
Rural Meteorological Video Service Platform Based on Particle Swarm Optimization Algorithm
1 Tap Program Resources and Improve Service Quality
2 Basic Particle Swarm Optimization
3 Strengthen the Sharing of Video and Audio Image Data to Improve the Timeliness and Refinement of Services
3.1 Make Use of "Centralized Manufacturing, End Distribution" to Ensure that the Service Meets the Actual Needs
4 Build Program Advantage Brand
4.1 Strengthen the Deep Processing of Service Products and Help Farmers to Seek Benefits and Avoid Disadvantages
4.2 Build and Divide the Program Section, and Strengthen the Function and Pertinence of the Program
4.3 Strengthen the Operability and Visualization of Service Products to Make Services More Intuitive and Specific
5 Explore New Ways to Serve the New Countryside
5.1 Use New Media to Realize the Service Concept of "Everywhere"
6 Conclusion
References
Optimization of Bank Credit Customer Financial Rating Model Based on Artificial Intelligence Algorithm
1 Introduction
2 Overview of Artificial Neural Network
2.1 Characteristics of Artificial Neural Network
2.2 Artificial Neuron Model
3 Financial Rating Model Case
4 Conclusion
References
General Freshness Recognition Method Based on Electronic Nose and Improved Unsupervised Signature Projection Algorithm
1 Introduction
2 Materials and Methods
2.1 Material Science
2.2 Methods
2.3 Data Preprocessing
3 The Characteristics of Hairy Crab were Processed
4 Results and Analysis
5 Conclusion
References
Optimization Simulated Annealing Algorithm for High Strength and Toughness Metal
1 Introduction
2 Neural Network Modeling
3 Material Optimization
4 Optimization of Experimental Parameters
5 Conclusion
References
RNN Neural Network for Recovery Characteristic System of Resistant Polymer
1 BP Neural Network
1.1 Network Layers
1.2 Number of Neurons
1.3 Neuron Transfer Function
2 Importance of Salt Resistant Polymer for Oil Recovery
3 Dominant Percolation Channel of Reservoir After Polymer Flooding
4 Conclusion
References
Real Time Thermal Error Compensation of CNC Machine Tools Based on ACOBP Algorithm
1 The Introduction
2 Principle of Thermal Error Compensation for NC Machine Tools by BP Neural Network
3 The Main Application of ACOBP Calculation Process
4 Realization of Real-Time Tool ACOBP Algorithm
5 Summary
References
Brain Activity Recognition with Deep Convolutional Neural Network
1 The Proposed Methodology
1.1 The Architecture of DL-Brain
1.2 Convolution Layer
1.3 Pooling Layer
1.4 MLP
1.5 ReLU
2 Model Optimization
2.1 Loss Function
3 Read and Selection
3.1 Standardization and Convert
3.2 Implementation Details
3.3 Baseline
4 Conclusion
References
Machine Learning in Error Types of Machine Translation
1 Introduction
2 Introduction to Adaptation Theory
2.1 Main Theories
3 Semantic Ontology Model and Error Elimination Mapping in English Translation
4 An Analysis of the Problems in the Translation of Public Signs
4.1 Errors in Pronunciation
4.2 The Extra-linguistic Problems
5 Conclusion
References
Judgment Method of Landscape Design Rationality Based on Remote Sensing Image Recognition
1 Introduction
2 Weighted Representation of Landscape Design Rationality Based on Remote Image Recognition
2.1 Landscape Design Rationality Extraction Based on Remote Image Recognition
2.2 Recording Rational Representation of Remote Image Recognition
3 Rationality Judgment of Landscape Design Based on Remote Image Recognition
3.1 A Fast Robust Recognition Algorithm is Introduced
3.2 Rationality Judgment of Landscape Design Based on Remote Image Recognition
4 Analysis of Simulation Experiment
4.1 Parameter Setting
4.2 Results Comparative Analysis
5 Conclusion
References
Cyber Intelligence for Big Data
Environment Parameter Setting Control System for Sheep House Based on Wireless Network
1 Introduction
2 Overall Structure of the System
2.1 Structure Design of Data Acquisition Module
2.2 Structure Design of GPRS Terminal Module
3 Software Design of Sheep House Environmental Parameters Acquisition and Control System
4 Test Result
5 Conclusion
References
Impact of Big Data on Nursing Work and Application Prospects
1 Introduction
2 Research Methods Based on the Impact of Big Data on Nursing Work and Application Prospects
2.1 Overview of Big Data
2.2 Current Status of Nursing Work
2.3 Application of Data Mining in Medicine
3 Research Experiments Based on the Impact of Big Data on Nursing Work and Application Prospects
3.1 Experimental Research Objects
3.2 Experimental Research Tools
3.3 Research Methods
3.4 Statistical Processing Methods
4 Based on the Analysis of Big Data on Job Prospects and the Impact of Care
5 Conclusion
References
Multi-dimensional Expansion of China's Economic Industry Technology in the Age of Big Data
1 Introduction
2 Algorithm and Method
2.1 Binary Confusion Matrix Algorithm
2.2 Establish a Echelon of High-Quality Economic Talents
2.3 Risk Management
3 Model Establishment
3.1 XGBoost Algorithm Model
4 Evaluation Results
4.1 Investigation Results
5 Conclusion
References
Modern Digital Technology Assisted Innovative Design of Chinese Knot Button Modeling Art
1 Introduction
2 Modern Digital Technology Clothing Design Software and Features
2.1 Digital Technology Software for Modern Clothing Design
2.2 Digital Drawing Technology to Optimize Product Design Performance
3 The Artistic Charm and Modeling Characteristics of Chinese Knot Button
3.1 The Modeling Implication and Artistic Charm of Chinese Knot Button
3.2 Selection of Chinese Knot Button Styling Themes
3.3 The Modeling Structure of Chinese Knot Button
3.4 Digital Representation of Chinese Knot Button Styling Elements
4 The Application of Modern Digital Technology in the Innovative Design of Chinese Knot Button Plastic Art
4.1 Changes and Reorganization of Chinese Knot Button Styling Elements
4.2 Digital Technology Assisted Decoration Design and Texture Performance
5 The Conclusion
References
Precise Design Research of Regional Cultural and Creative Products Under Big Data
1 Introduction
2 Big Data Concepts and Characteristics
3 Problems Faced by Regional Cultural and Creative Product Brand Design
3.1 Lack of In-Depth Decomposition of Cultural Elements
3.2 Too Much Emphasis on the Inheritance of Traditional Culture
3.3 The Applicability of Product Development is Too Old
3.4 Vague Brand Management Ideas
4 Design and Construction of Regional Cultural and Creative Products Based on Big Data Service
4.1 Consumer-Centric Brand Thinking
4.2 Exploring the Essence of Regional Culture to Form a Differentiated Advantage
4.3 Precise Positioning and Optimization of Cultural and Creative Brand Management Strategies
5 Conclusions
References
Expression of Internet Altruistic Behavior in Big Data Era
1 Altruistic Behavior
2 Internet Altruistic Behavior
3 Expression of Internet Altruistic Behavior in Big Data Era
3.1 Exposure Statistics of News Related to Epidemic
3.2 Expression of Netizens' Internet Altruistic Behavior
3.3 Impact of Big Data Environment on Network Behavior
4 Strategies of Internet Altruistic Behavior in Big Data Era
4.1 Establishing Data Thinking Guided by Internet Altruistic Behavior
4.2 Establishing Diversified Mechanism for Coordinating Guidance
5 Conclusions
References
Logistics Supply Chain Management Under the Background of Big Data
1 Introduction
2 Related Concepts
2.1 Supply Chain Management
2.2 Integration of Logistics Supply Chain Management
2.3 Composition of Supply Chain Management Cost of Logistics Enterprises
3 Logistics Supply Chain Management Cost Management Practice
3.1 Object of Practice
3.2 Analysis of Practice Objects
4 Data Statistics and Analysis
4.1 Cost Structure Analysis
4.2 Cost Control Countermeasures of M Logistics Enterprise under the Condition of Supply Chain Management
5 Conclusion
References
Digital Protection and Development of Intangible Cultural Heritage Gan Embroidery Based on Digital Technology
1 Introduction
2 Method
2.1 Establish a Digital Museum
2.2 Build a Digital Service Platform for Gan Embroidery Intangible Cultural Heritage and Promote the Development of Intangible Cultural and Creative Industries
2.3 EIGamal Signature Algorithm
3 Experiment
3.1 Subject
3.2 Experimental Method
4 Results
5 Conclusion
References
Construction of Digital Protection and Knowledge Integration Platform for Intangible Cultural Heritage in the Context of Big Data
1 Introduction
2 Digital Protection Platform for Intangible Cultural Heritage
2.1 Related Technologies
2.2 Platform Requirements Analysis
2.3 Platform Architecture
3 Platform Architecture Implementation and Testing
3.1 Platform Architecture Realization
3.2 Platform Test Method
4 Test Results of Digital Platform for Intangible Cultural Heritage
4.1 Stress Testing
4.2 CPU Resource Consumption
5 Conclusions
References
Safety and Emergency Management System for the Elderly Based on Big Data
1 Introduction
2 The Basic Theory
2.1 Theoretical Model of "PPRR"
2.2 System Theory
2.3 Hierarchy of Needs Theory
3 Safety and Emergency Management Mechanism for the Elderly Based on "PPRR" Theory
3.1 Prevention Stage
3.2 Preparation Stage
3.3 The Response Phase
3.4 Recovery and Reconstruction Stage
4 Conclusions
References
Economic Laws and Regulations for the Development of Artificial Intelligence Industry Based on Big Data
1 Introduction
2 Technical Research on Economic Laws and Regulations for the Development of Artificial Intelligence Industry Based on Big Data
2.1 Innovation of Artificial Intelligence Industry Regulations Based on Big Data
2.2 Economic Regulations for the Development of Artificial Intelligence Industry
3 Experimental Research on Economic Laws and Regulations for the Development of Artificial Intelligence Industry Based on Big Data
3.1 Experimental Data
3.2 Experimental Process
4 Experimental Analysis of Economic Laws and Regulations for the Development of Artificial Intelligence Industry Based on Big Data
4.1 Citizens' Views on the Development of Artificial Intelligence Industry and Related Economic Laws and Regulations
4.2 Comparison of the Effects of the Two Regulatory Frameworks
5 Conclusions
References
Choice of Financing Mode for Serial Entrepreneurs in the Big Data Era
1 Introduction
2 The Impact of Big Data on Serial Entrepreneurs' Control of Corporate Financing
2.1 The Immediacy and Accuracy of Relevant Information are Guaranteed
2.2 Companies Can Get More Financing Opportunities
2.3 The Advent of the Big Data Era has Changed the Macro Environment
3 Suggestions on the Choice of the Financing Method for the Serial Entrepreneur to Control the Enterprise
4 Conclusions
References
Development and Innovation of Big Data Application in the Media Industry from the Digital Perspective: 1950-2020
1 Introduction
2 Data Collection and Processing
2.1 Reserve Period: 1950-1980, Starting from the Invention and Application of Mainframes and Databases, with the Purpose of Solving the Management and Calculation Problems of Large Amounts of Data in the Fields of Business, Science, Military, and Polls
2.2 Embryonic Period: 1980-2007, from the Birth of the Internet, the Popularization of Minicomputers, to the Publication of Google's Papers in 2007, the Rapidly Developing Internet Actually Started the Era of Big Data
2.3 Concept Period: 2008-2018, the Concept of Big Data Was Formally Proposed Under the Circumstance of Global Expansion of Mobile Internet and then Strengthened by Cloud Computing and AI
2.4 Cultivation Period: 2019 to Present, Digitalization Under the Context of Big Data Is Re-Emphasized, and Data-Based Applications Such as Content Technology and Marketing Technology Have Entered in-Depth Development
3 Conclusions
References
Tourism Development and Residents' Happiness Index Based on Big Data Analysis
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Method of Tourism Development and Residents' Happiness Index Based on Big Data Analysis
2.1 Literature Reference Research Method
2.2 Model Setting Method
3 Experiment on Tourism Development and Residents' Happiness Index Based on Big Data Analysis
3.1 Empirical Research Design
3.2 Collection of Tourism Development Data
4 Tourism Development and Residents' Happiness Index Based on Big Data Analysis
4.1 Mechanism Analysis of Tourism Development Affecting Residents' Happiness
4.2 Happiness Index of Urban Residents as Tourist Destinations
5 Conclusions
References
Precision Marketing Strategy of Insurance Market from the Perspective of Big Data
1 Introduction
2 Precision Marketing Under Big Data
2.1 Premise of Precision Marketing
2.2 Big Data Mining Methods
3 Insurance Data Analysis Based on Big Data Mining
3.1 Data Mining
3.2 Empirical Analysis
3.3 Data Analysis is Based on the Results of Customer Segmentation
4 Suggestions on Precision Marketing Strategy Based on Big Data
5 Conclusion
References
Minority Patterns in Modern Interior Design Based on Big Data
1 Introduction
2 Minority Patterns in the Big Data Environment
2.1 Ethnic Patterns
2.2 Ethnic Patterns Application
3 Modern Interior Design Analysis Based on Big Data Environment
3.1 Modern Interior Design
3.2 Characteristic Culture in Modern Interior Design
4 Characteristic Cultural Analysis of Ethnic Minority Patterns
4.1 Ethnic Patterns of Analysis
4.2 Characteristic Cultural Analysis of Ethnic Patterns
5 Conclusions
References
Qualitative and Quantitative Analysis of Financial Public Opinion Risk Based on Big Data Analysis
1 Introduction
2 Financial Public Opinion Based on Big Data
2.1 Text Preprocessing Technology
2.2 Construction Technology of Emotional Dictionary
2.3 WHDP Theme Model
3 Financial Public Opinion Analysis Model
3.1 Construction of Financial Affective Dictionary
3.2 Public Opinion by Combining Theme Model and Financial Sentiment Dictionary
4 Financial Public Opinion Tendency Analysis Results
4.1 Corpus of Hotel Reviews
4.2 Financial Corpus
5 Conclusions
References
Current Situation and Future Trends of Financial Management Development in the Era of Big Data
1 Introduction
2 Big Data and Financial Management
2.1 Big Data
2.2 Financial Management
3 Financial Management Evaluation System Experiment
3.1 Financial Management Platform
3.2 Establishment of Financial Index System
4 Discussion
4.1 Analysis of Financial Management Mode
4.2 Evaluation and Analysis of Financial Sharing Ability
5 Conclusions
References
Application of Transana Video Analysis Software in Teacher Case Analysis Under the Background of Big Data
1 Introduction
2 Proposed Method
2.1 Transana Video Analysis Software
2.2 Big Data Era
2.3 Classroom Practice
3 Experiments
3.1 Content of the Experiment
3.2 Test Methods
4 Discussion
4.1 Interactions Between Teachers and Technology in Classroom Teaching
4.2 Response of Students After Teaching Using Transana Platforms
4.3 Use of Transana Platform Classroom Structure Statistics
5 Conclusions
References
Enlightenment of Big Data Thinking on the Construction of Scientific Research Performance Evaluation System for Humanities Teachers in Local Universities
1 Introduction
2 Overview of Big Data Thinking
3 The Elements of the Performance Evaluation System of Humanities Teachers in Local Universities
4 Enlightenment of Big Data Thinking on the Construction of Scientific Research Performance Evaluation System for Humanities Teachers in Local Universities
4.1 Design and Optimize Teacher Self-evaluation Process
4.2 Design and Optimize Index Selection and Data Acquisition
4.3 Design and Optimize the Evaluation Process and Method
References
Use Big Data to Analysis the Economic in China
1 Introduction
2 Analysis of Global Domestic Product and Consumer Price Index
2.1 Real Global Domestic Product
2.2 Real Global Domestic Product Per Capita in Purchasing Power Parity Terms
3 The Inequality Gap Between China and America
3.1 Real Gross Domestic Product Adjusted by Purchasing Power Parity
3.2 The First Factor of Productivity: Human Capital
3.3 The Second Factor of Productivity: Technology
4 Economic Growth and Saving Rate in China
4.1 Economic Growth Rate and Average Growth Rate in China
4.2 Saving Rate in China
4.3 Relation Between Global Domestic Product and National Saving
5 Employment and Unemployment in China
5.1 Population and Labor Force Participation Rate
5.2 Employment Rate and Unemployment Rate
5.3 Unemployment and the Business Cycle
6 Summary
6.1 Fundamental Causes of the Prosperity Effect
6.2 The Proximate Causes and Problems for Future Development
References
Innovation of Modern Enterprise Logistics Management Model Based on the Background of Big Data Era
1 Introduction
2 Application Advantages of Big Data in Enterprise Logistics Management
2.1 Fast Information Connection
2.2 Increase Stickiness with Customers
3 Problems in Logistics Management in the Era of Big Data
3.1 Data Security Faces Threats
3.2 Inventory Management Model Is Relatively Backward
3.3 Distribution Management Issues
3.4 Lack of Professionals
4 Innovation of Modern Enterprise Logistics Management in the Era of Big Data
4.1 Speed up the Construction of Data Security Management System
4.2 Optimize Inventory Management System
4.3 Optimize the Distribution Management System
4.4 Optimize the Logistics Management Team
5 Conclusion
References
On the Application of Digital Humanities in the Study of Classical Literature
1 Introduction
2 The Definition of "Digital Humanities"
3 The Application of Digital Humanities in Classical Literature
3.1 Ancient Literature Database
3.2 Ancient Book Retrieval System
3.3 The Application of GIS Technology
4 The Problems of Digital Humanities
4.1 Resource
4.2 Text
5 Conclusion
References
Analysis of the Integration of Big Data Technology and Virtual Reality
1 Introduction
2 Big Data and Traditional Data
3 Virtual Reality and Real Reality
4 Big Data and Virtual Reality Technology
5 Conclusions
References
Precision Marketing Model Based on Big Data - Taking Xiaohongshu App as an Example
1 Introduction
2 Review of Related Theories
2.1 Connotation of the Big Data
2.2 Concept of Precision Marketing
2.3 Literature Review of Precision Marketing Based on the Big Data
3 Construction of Precision Marketing Model Based on Big Data
3.1 Foundation of Model Build
3.2 Precision Marketing Model Based on Big Data
4 An Example of Precision Marketing Based on Big Data - a Case Study of Xiaohongshu App
4.1 Determine Marketing Objectives
4.2 Collection Data by the System
4.3 Analyze Data by Multi-channel
4.4 Clarify Consumer Behavior
4.5 Accurate Brand Strategy
5 Suggestions for Precision Marketing
5.1 Determine Market Positioning
5.2 Analyze Customer Data
5.3 Vigorously Promote Precision Marketing
5.4 Make Optimal Marketing Decisions
6 Conclusions
References
Innovation of Machinery Manufacturing Model from the Perspective of Big Data
1 Introduction
2 Algorithm Establishment
2.1 Modeling Method
3 Evaluation Results and Research
4 Conclusion
References
Internet Financial Innovation Under the Background of Big Data
1 Introduction
2 Related Concepts and Theoretical Basis
2.1 Internet Finance
2.2 Financial Innovation
2.3 Relevant Calculation Formula
3 Internet Financial Innovation Model and Case Analysis Based on Big Data
3.1 Research Object
3.2 Research Methods
4 Case Analysis of Internet Financial Innovation Under the Background of Big Data
4.1 Online Banking Business Survey
4.2 User Analysis
4.3 Analysis of the Bank's Basic Information
4.4 Innovation and Development Countermeasures
5 Conclusion
References
Employment Environment for Overseas Students Based on Big Data
1 Introduction
2 Employment of College Students Under Big Data Technology
2.1 Relevant Algorithm
2.2 Model Optimization
3 Model Experimental Data Processing
3.1 Student Data Collection
3.2 Data Preprocessing
4 Result of the Model Experiment of International Students' Employment
4.1 Feature Importance
4.2 Relationship Between the Number of Library Visits and Employment
4.3 Comparison of Different Models
5 Conclusions
References
Inclusive Finance for Intelligent Agriculture Development in Big Data
1 Introduction
2 Relevant Concepts
2.1 Inclusive Finance
2.2 Relevant Formulas
3 Analysis of Inclusive Finance for Intelligent Agriculture Development in Big Data Era
3.1 Weight Determination
3.2 Data Sources
4 Analysis of Inclusive Finance for Intelligent Agriculture Development in Big Data Era
4.1 Agricultural Allocation Efficiency Analysis
4.2 Basic Agricultural Development
4.3 Growth Rate of Production of Major Agricultural Products (Fig. 2)
4.4 Agricultural Big Data Applications
5 Conclusions
References
Convergent Operation of Traditional Media Under the Background of Big Data
1 Introduction
2 Data Tools Assist Content Operation
3 Program Advertising Platform
4 Direct-To-Consumer (DTC)
5 Conclusions
References
Multi Maneuvering Target Tracking Based on Two Point Data Association Algorithm
1 Introduction
2 Multi-target Tracking Calculation
3 Two-Point Data Association Algorithm
3.1 TSDA Basic Concepts of Algorithms Basic Principle of Ant Colony Algorithm
3.2 Qualifications
3.3 Wave Verification
3.4 Performance Analysis of the Algorithm
4 Interactive Multi-model Two-Point Data Association
5 Conclusion
References
Data Mining and Big Data Computing Platform for the Professional Identity
1 Introduction
2 Related Theory and Technology
2.1 Personalized Recommendation Theory
2.2 Collaborative Filtering Recommendation
3 Research Design and Implementation
3.1 Questionnaire Development Details
3.2 The Overall Situation of Preschool Teachers' Professional Identity of Preschool Normal Students
3.3 Linking Theory with Practice to Lay a Professional Foundation
4 Association Rule Recommendation Method Based on HITS Algorithm
5 Conclusion
References
Data Analysis for the Hogg and Max Weber Models
1 Introduction
2 Theoretical Hypothesis and Data Explanation
3 Theoretical Hypothesis
4 Understanding of "Dachuang" Project
5 Questionnaire Design, Data Sources and Samples
6 Conclusion
References
Evaluation Index of Algorithm Performance in Building Energy Saving Optimization Design
1 Introduction
2 Integrated Optimization Design of Building Energy Saving
2.1 Influencing Factors of Building Energy Saving Design
2.2 Architectural Layout and Orientation
2.3 Natural Ventilation Model
3 Implementation and Verification Application of Building Energy Saving Integrated Optimization Design Program
3.1 Development Language and Platform
3.2 Generate Building Scheme Analysis
4 Conclusion
References
Author Index

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