Foreword
Welcome Message
Organization
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Publication Chairs
Publicity Chairs
Program Committee
CIPA 2021 Keynotes
Contents
Cognitive-Inspired Computing Fundamentals and Computing Systems
Application of Computer Virtual Screening System in Diagnosis and Dispensing of Infertility in Traditional Chinese Medicine and Gynecology
1 Introduction
2 Research on Computer Virtual Screening System and Chinese Medicine Gynecological Infertility Diagnosis and Dispensing
2.1 Research Methods
2.2 Application of Computer Virtual Screening System in Gynecological Diagnosis and Dispensing
2.3 The Process of the Computer Virtual Screening System in the Diagnosis and Dispensing of Infertility in TCM and TCM Gynecology
2.4 Limitations of Computer Virtual Screening System
2.5 Algorithm of Computer Virtual Screening System
3 Research on the Application Status of Computer Virtual Screening System in Chinese Medicine and Traditional Chinese Medicine Gynecological Infertility Diagnosis and Dispensing
3.1 Research Purpose
3.2 Questionnaire Survey
4 Data Analysis
5 Conclusions
References
Design of Comprehensive NQI Demand Evaluation System Based on Multi-objective Evolutionary Algorithm
1 Introduction
2 System Hardware Design
2.1 Database Module
2.2 Fuzzy Comprehension Evaluation Module
2.3 Expert Score Module
2.4 System Maintenance Module
3 NQI Demand Fuzzy Comprehension Evaluation Based on Multi-objective Evolutionary Algorithm
3.1 Establishment of NQI Demand Fuzzy Comprehension Evaluation Model
3.2 Model Solution
4 Results and Analysis
5 Summary
References
Efficiency Analysis of Hospitals Based on Data Envelopment Analysis Method in the Context of Big Data
1 Introduction
2 Data and Model
2.1 Data Source
2.2 Selection of Indicators
2.3 Selection of Model
3 Results
3.1 Result of DEA Analysis
3.2 Size Earnings Growth Status
4 Discussion
4.1 Overall Downward Trend in Scale Efficiency
4.2 General Hospitals are not Very Efficient
4.3 Uneven Distribution of Health Resources
5 Conclusion
References
Design and Research of Visual Data Analysis Technology in the Study Abroad Career Information System
1 Introduction
2 Choice Theory of Career Planning
3 Development Theory of Career Planning
3.1 Growth Stage
3.2 Exploratory Stage
3.3 Establishment Stage
3.4 Maintenance Stage
3.5 Exit Stage
4 Decision Theory of Career Planning
4.1 Communication
4.2 Analysis
4.3 Synthesis
4.4 Value
4.5 Execution
4.6 More Loop
5 Countermeasures on Career Planning for International Students in China
5.1 Strengthen Construction of Career Planning Curriculum System
5.2 Improve Self-awareness and Ability to Analyze External Environment
5.3 Build High-Quality Group of Professional Planning Teachers
5.4 Pay Attention to Cultivation of Practical Ability for Career Planning
5.5 Open Up New Channels for Career Planning Education
References
Analysis of Big Data Survey Results and Research on System Construction of Computer Specialty System
1 Introduction
2 Existing Problems on Comprehensive Quality for College Students
2.1 Imbalance in the Development of Ideological and Moral Qualities
2.2 Mental Health Problems Occur Frequently
2.3 Obviously Insufficient Scientific Literacy Cultivation
2.4 Lack of Innovative Spirit and Practical Ability Training
3 Basic Principles on Construction of Comprehensive Quality Training System for College Students
4 Comprehensive Quality Training System for College Students of Computer Major
4.1 Scientific Literacy System
4.2 Professional Competence System
4.3 Humanities and Art System
4.4 Physical and Mental Health System
4.5 Practice and Innovation System
References
Construction of Online Reading Corpus Based on SQL Server Database Management System
1 Introduction
2 Advantages of College English Online Reading
3 Cloud Storage Structure Model of College English Online Reading Resource
4 Storage Data Structure of College English Online Reading Resource
5 Practical Application of College English Online Reading Resource Library
References
The Design and Application of College Japanese Reading Teaching System Based on Android
1 Introduction
2 Analysis of Android Platform Architecture
3 Methods of College Japanese Reading Teaching
4 Design on Technical Framework of College Japanese Reading Teaching System Based on Android
5 Teaching Links of College Japanese Reading Based on Android
5.1 Pre-class Preparation
5.2 Classroom Teaching
5.3 After-Class Extension
5.4 Assessment and Evaluation
References
Application of Graphic Language Automatic Arrangement Algorithm in the Design of Visual Communication
1 Introduction
2 Application of Autoprogramming Algorithm for Graphic Language
2.1 Overview of the Arrangement and Design
2.2 Automatic Arrangement Algorithm
3 Simulation Experiment
4 Simulation Experiment Results
4.1 Resource Utilization Rate
4.2 Port Quantity Comparison
5 Conclusions
References
Analysis on the Application of BP Algorithm in the Optimization Model of Logistics Network Flow Distribution
1 Introductions
2 Research on Logistics Network Flow and BP Algorithm
2.1 The Constituent Elements of the Logistics Network Flow Distribution Problem
2.2 BP Algorithm
3 Application of BP Algorithm in Route Optimization of Logistics Network
3.1 Source of Data
3.2 Related Parameters
3.3 Algorithm Solution
4 Result Analysis
4.1 The Average Flow of the Three Schemes in Different Flow Segments
4.2 The Number of Lines in Different Traffic Sections of the Three Schemes
5 Conclusions
References
Application of NMC System in Design Study Under the Background of Virtual Reality Technology
1 Introduction
2 Application of NMC Design and Development in Art Design Teaching
2.1 Courseware System Structure
2.2 Screen Interface Design
2.3 Design of Different Materials in Multimedia Courseware
3 Application Experiment of the Design and Development of NMC in Art Design Teaching
3.1 Survey Method
3.2 Survey Object
3.3 Statistics
4 Application Experiment Analysis of the Design and Development of Network Multimedia Courseware in Art Design Teaching
4.1 Student Recognition of the Use of NMC in Art Design Teaching
4.2 Results of the Evaluation of the Improvement of Students’ Ability
5 Conclusions
References
The Robot Welding Training Assistant System Based on Particle Swarm Algorithm
1 Introduction
2 Research on Particle Swarm Algorithm
2.1 The Concept and Characteristics of Particle Swarm Optimization
2.2 Robot Welding Design
3 Experimental Research on Robot Welding Training Auxiliary System Based on Particle Swarm Algorithm
3.1 Research on Technology of Material Welding Performance Analysis
3.2 Specific Implementation Methods
4 Experimental Analysis on the Research of Robot Welding Training Auxiliary System Based on Particle Swarm Algorithm
4.1 Analysis of Identification Error of Weld Feature Points
4.2 Test Data for Vision System Calibration
5 Conclusions
References
A Systematic Study of Chinese Adolescents Self-cognition Based on Big Data Analysis
1 Introduction
2 Self - Cognition of Teenagers Based on Big Data Analysis
2.1 Big Data Analysis Technology
2.2 Self - Cognitive Theory
3 Self - Cognitive Questionnaire
3.1 Self - Cognitive Scale
3.2 Respondents
3.3 Data Analysis
4 Questiquestionnaire Results
4.1 Parent Education Level
4.2 Monthly Per Capita Household Income
5 Conclusions
References
Financial Management Risk Control Based on Decision Tree Algorithm
1 Introduction
2 Method
2.1 Concept of Decision Tree Algorithm
2.2 Financial Management Risk Control
2.3 ID3 Algorithm of Decision Tree
3 Experience
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussion
4.1 Distribution of Financial Companies in China’s Enterprise Groups
4.2 Forms of Industrial Distribution in China
5 Conclusion
References
Analysis and Design of Construction Engineering Bid Evaluation Considering Fuzzy Clustering Algorithm
1 Introduction
2 Analysis of Construction Engineering Bid Evaluation
2.1 Principle of Fuzzy Clustering Algorithm
2.2 Construct the Decision Matrix of the Fuzzy Clustering Algorithm
2.3 Standardized Processing of Decision Matrix Based On Synergy
2.4 Selection of Construction Engineering Bid Evaluation Analysis Plan
3 Engineering Example Application
3.1 Standardized Processing of Decision Matrix Based On Synergy
3.2 Calculation of the Correction Factor and Comprehensive Weight of Each Candidate Scheme Index
3.3 Scheme Selection Based on Fuzzy Clustering Algorithm to Construct An Ideal Scheme
4 Conclusions
References
Analysis of Fuel Consumption in Urban Road Congestion Based on SPSS Statistical Software
1 Introduction
2 Literature Review
3 Factors Affecting Fuel Consumption
3.1 Definition of Road Congestion
3.2 Influencing Factors of Fuel Consumption
4 Fuel Consumption Model of Urban Road Congestion
4.1 Assumption of Driving Cycles
4.2 Fuel Consumption Model Under Various Cycles
4.3 Time Proportion Model of Different Driving Cycles Under Different Congestion Conditions
5 Empirical Analysis
5.1 Calculation Results and Analysis
6 Conclusion
References
Relationship Between Adaptability and Career Choice Anxiety of Postgraduates Based on SPSS Data Analysis
1 Introduction
2 Research Method
2.1 Subjects
2.2 Measuring Tool
2.3 Procedure and Data Analysis
3 Research Results
3.1 The Anxiety Status of Postgraduates’ Career Choice
3.2 Gender Differences in Career Choice Anxiety of Postgraduates
3.3 Major Differences of Postgraduates’ Career Choice Anxiety
3.4 Grade Differences of Postgraduates’ Career Choice Anxiety
3.5 The Influence of Whether They Were Fresh-Graduates When Applying for a master’s Degree on Career Choice Anxiety
3.6 The Influence of Whether the Major of master’s Degree is the First Choice on Career Choice Anxiety
3.7 The Influence of Whether Postgraduates Undertake Social Work During Their Studies on Career Choice Anxiety
3.8 The Influence of Whether Graduate Students Have Participated in Scientific Research Projects During Their Studies on Career Choice Anxiety
3.9 A Correlation Analysis of the Adaptability of Postgraduates and Career Choice Anxiety
3.10 Regression Analysis on the Adaptability of Postgraduates and Career Choice Anxiety
4 Conclusion and Suggestions
4.1 Conclusion
4.2 Suggestions
References
Using the Information Platform System to Simulate the Application of Loco Therapy in the Intervention of Children with Autism
1 Introduction
2 Autistic Children and MT
2.1 Autistic Child
2.2 MT
3 Investigation and Analysis on the Effect of MT in Intervention Treatment of Autistic Children
4 Discussion
4.1 Current Situation of Autism Intervention in China
4.2 Suggestions on the Application of MT
5 Conclusions
References
Design and Implementation of College Student Information Management System Based on Web
1 Introduction
2 The IMS of CS
2.1 Information System Architecture Design
2.2 Function Analysis of Information System
2.3 Function Module Design
2.4 IMS Algorithm
3 Experimental Study
3.1 Subjects
3.2 Experimental Process Steps
4 Experimental Research and Analysis of University Student IMS
4.1 Proportion Analysis of Information Management Module
4.2 Test and Analysis of IMS Module
5 Conclusions
References
Design and Development of Distance Education System Based on Computing System
1 Introduction
2 Analysis of Distance Education System
2.1 Demand Analysis of Distance Education System
2.2 Design of Distance Education System
2.3 Design of Test Paper Generation Algorithm
3 The Realization of Distance Education System
3.1 Development Environment of Distance Education System
3.2 Implementation Steps
3.3 Function Module Implementation
4 System Test
4.1 Software Testing Steps
4.2 Test Results
5 Conclusion
References
Frequency Domain Minimum Power Undistorted Beamforming Algorithm Based on Full Matrix Acquisition
1 Introduction
2 Theory Introduction and Algorithm Optimization
2.1 MPDR Weight Calculation Based on Full Matrix Acquisition
2.2 Algorithm Optimization
3 Analysis of Imaging Algorithm
3.1 Imaging Process of MPDR Algorithm Based on Full Matrix Acquisition
3.2 Analysis of MPDR Algorithm Characteristics Under Full Matrix Acquisition
4 Experimental and Result Analysis
5 Conclusion
References
Balanced Optimization System of Construction Project Management Based on Improved Particle Swarm Algorithm
1 Introduction
2 Balanced Optimization System of Construction Project Management Based on Improved Particle Swarm Algorithm
2.1 Demand Analysis
2.2 Analysis of System Non-functional Requirements
2.3 Improved Particle Swarm Algorithm
3 Research Experiment on Balance Optimization System of Construction Project Management Based on Improved Particle Swarm Algorithm
3.1 Parameter Setting
3.2 Data
3.3 Initialize the Population
3.4 Iterative Update
3.5 Judging the Dominance Relationship Between Particles
4 Research and Experiment Analysis of Balanced Optimization System for Construction Project Management Based on Improved Particle Swarm Algorithm
4.1 Stress Test
4.2 Platform Processing Performance
5 Conclusions
References
Study on the Rain Removal Algorithm of Single Image
1 Introduction
2 Analysis of Rainy Image
3 Selection of Filters
3.1 Basic Filter
3.2 Selection of the Gaussian Filter
3.3 Bilateral Filter
3.4 Haze Removal and Sharpening
4 Experiment
5 Conclusion
References
Basketball Action Behavior Recognition Algorithm Based on Dynamic Recognition Technology
1 Introduction
2 Method
2.1 Dynamic Identification Technology
2.2 Basketball Action Behavior Recognition Algorithm
2.3 RGB Skin Color Model
3 Experience
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussion
4.1 Determination of Iteration Times
4.2 Experimental Results
5 Conclusion
References
Simulation of Land Use System Performance Dynamics Based on System Dynamics
1 Research Background
2 System Dynamics Modelling of Land Use System Performance
2.1 SD Flow Rate System Establishment
2.2 Performance System Analysis
2.3 Performance Structure Analysis
3 Simulation of Land Use System Performance Dynamics
3.1 Analysis and Testing of Model Results
3.2 Dynamic Simulation
3.3 Simulation Results Analysis
4 Conclusion
References
Problem Student Prediction Model Based on Convolution Neural Network and Least Squares Support Vector Machine
1 Introduction
2 Data Collection
2.1 Learning Behavior Data
2.2 Living Behavior Data
2.3 Thought Behavior Data
3 SVM Early Warning Model
3.1 SVM Fundamentals
3.2 Data Preparation
3.3 Preliminary Results
3.4 Model Improvements
4 Conclusion
References
Analysis of the Effect of Self-repairing Concrete Under Sulfate Erosion Considering the Rectangular Simulation Algorithm
1 Introduction
2 Rectangular Simulation Algorithm
3 Influencing Factors and Evaluation Indicators of Repair Ability
3.1 Influencing Factors
3.2 Evaluation Index
4 Test Plan
4.1 Sample Preparation
4.2 Test Technical Route
5 Analysis of Test Results
5.1 The Time-Varying Law of Concrete Compressive Strength after Sulfate Attack
5.2 The Influence of External Environmental Conditions
5.3 Influence of Initial Crack Width
6 Conclusions
References
Design and Implementation of Tourism Management System Based on SSH
1 Introduction to Key Technologies
1.1 B/S Architecture
1.2 J2EE Technology Architecture
1.3 Research on Hibernate Technology
2 Overall System Architecture
2.1 Selection of System Architecture
2.2 Application of MVC Mode
3 Analysis of System Module Structure
4 Conclusion
References
Design and Implementation of Trajectory Planning Algorithm for SCARA 4-DOF Manipulator
1 Introduction
2 SCARA Manipulator
2.1 Overview of SCARA Manipulator
2.2 Composition of SCARA Manipulator
2.3 Control of 4-DOF Manipulator
3 Kinematics Analysis of Manipulator
4 Trajectory Planning Method and Interpolation Algorithm of Manipulator
4.1 Trajectory Planning
4.2 Interpolation Algorithm of Trajectory
4.3 Interpolation of Trajectory in Joint Space
4.4 Interpolation of Cartesian Space Trajectory Planning
5 Conclusion
References
Advances in Text Classification Based on Machine Learning
1 Introduction
2 A Machine Learning System Based on Architecture Text Classification Technology
3 Advances in Text Classification in the Context of Machine Learning
4 Representation Features of Text
5 Conclusion
References
Research on Interior Space Design Based on Ant Colony Algorithm
1 Horizontal Clustering of Ant Colony Algorithm
2 Basic Information of Dining Space
3 Design Concept of the Project
4 Space Design of the Project
4.1 Restaurant Entrance Design
4.2 Box Design
4.3 Space Moving Line Design
4.4 The Use of Color
4.5 Space Decoration Design
5 Conclusion
References
Application of Embedded Real-Time Software in Computer Software Design
1 Introduction
2 Characteristic Analysis of Computer Embedded Real Time Software
3 Reliability Analysis of ERTS Model
3.1 Task Model
3.2 Reliability Calculation
3.3 Experimental Simulation
3.4 Summary
4 Application Prospect of Embedded Real Time Software
5 Conclusion
References
Application of Evolutionary Algorithm in Chinese Word Segmentation
1 Introduction
2 Advantages of Evolutionary Algorithm
3 Algorithm Description
4 3D Model Representation Technology
5 Conclusion
References
Cognitive Heuristic Computation of Regional Culture Based on Latent Factor Algorithm
1 Introduction
2 Latent Factor Algorithm
2.1 Matrix Model
2.2 Datum Offset Model
3 Regional Music Culture
3.1 The External Characteristics of Regional Music Culture
3.2 The Internal Characteristics of Regional Music Culture
4 Research on the Public Music Education System in Colleges and Universities
4.1 People Oriented
4.2 The Teaching Content Should Focus on Broadening Students’ Horizons
4.3 Diversified Music Courses
5 Conclusion
References
Research on Power Marketing Inspection of Power Supply Company Based on Clustering Algorithm and Correlation Analysis
1 Introduction
2 Marketing Audit Related Theoretical Research and Monitoring Means
2.1 Overview of Electricity Theft
2.2 System or Data Abnormality Caused by Common Electricity Stealing Behaviors
3 Introduction of Clustering Algorithm
3.1 K-means Clustering Algorithm
3.2 Implementation Process of K-means Clustering Algorithm
4 Application of Clustering and Correlation Degree Algorithm in Electric Power Marketing Inspection
5 Conclusion
References
Cognitive-Inspired Computing with Big Data
Economic Impact of Big Data Technology on Air Transport Industry
1 Introduction
2 Method
2.1 Air Transport Economy
2.2 Location of Terminal Area
3 Experience
3.1 Experimental Object Extraction
3.2 Experimental Analysis
4 Discussion
4.1 Added Value of Transportation Industry
4.2 Data Collection and Analysis
5 Conclusion
References
Analysis and Research on Rural Tourism Development Under Information Technology
1 The Influence of Information Technology on Rural Tourism
1.1 It Has Changed the Traditional Marketing Mode of Rural Tourism
1.2 It Has Changed the Traditional Consumption Mode of Rural Tourism
1.3 It Has Changed the Traditional Management Mode of Rural Tourism
1.4 It Promotes the Extension of Rural Tourism Industry Chain
2 Problems in Rural Tourism Development Under Information Technology
2.1 The Intelligence Level of Rural Tourism is not High
2.2 The Online Marketing Level of Rural Tourism is not Enough
2.3 The Information Construction in Rural Areas is not Perfect
2.4 Insufficient Integration and Development of Rural Cultural and Tourism Resources
3 Analysis on the Development of Rural Tourism Under Information Technology
3.1 Development of Online Tourism Platform
3.2 Construction of Virtual Tourism Platform
3.3 Building Rural Brand Tourism Culture
3.4 The Introduction of Rural Makers and the Integrated Development of Rural Tourism
4 Epilogue
References
Impact of Enterprise Strategic Mode on Technological Innovation Under Information Technology
1 Introduction
2 Method
2.1 Innovation Investment Capacity
2.2 Research Development Capacity
2.3 Innovative Production Capacity
2.4 Production Equipment Level
3 Experiment
3.1 Experimental Data Sources
3.2 Experimental Design
4 Result
4.1 Analysis on the Elements of Technological Innovation Ability of High-Tech Enterprises
4.2 Analysis of the Characteristics of Enterprise Innovation
4.3 Analysis of the Innovation Ability of Enterprises
4.4 Analysis of Correlation Measurement
5 Conclusion
References
Forecast and Analysis of Hotel Occupancy Rate Based on Tourism Data Under Big Data Technology
1 Introduction
2 Forecast and Analysis of Hotel Occupancy Rate Based on Tourism Data Under Big Data Technology
2.1 Features of Tourism Data
2.2 Cleaning of Tourism Data
2.3 Transformation of Tourism Data
2.4 Hotel Occupancy Rate Prediction Model
3 Experiment
3.1 Construction and Deployment of Experimental Environment
3.2 Experimental Data Set
3.3 Experimental Metrics
4 Discussion
4.1 Practice Model Analysis
4.2 Analysis of Experimental Results
5 Conclusions
References
Retention Strategy for Existing Users of Mobile Communications
1 Introduction
2 Status Quo of Communications Industry
2.1 Analysis of the External Environment
2.2 Analysis of the Internal Conditions
3 Precision Marketing Strategy
3.1 Precision Marketing Strategy for Existing Users
3.2 Analysis of Precision Marketing Strategy
4 Optimization Measures for Precision Marketing Strategies
4.1 To Comprehensively Analyze Users’ Needs and Optimize Product Adaptation Rules of Users
4.2 To Establish Perfect Channel for Precision Marketing
4.3 To Establish a Dynamic Precision Marketing System
5 Conclusion
References
Design and Research of Heterogeneous Data Source Integration Platform Based on Web Services
1 Introduction
2 Technical Research on Tourism English Based on Association Rules Mining Algorithm
2.1 Web Services
2.2 Heterogeneous Database
2.3 Data Integration Technology
2.4 Operation Methods Involved in This Experiment
3 Experimental Research on Tourism English Based on Association Rule Mining Algorithm
3.1 Selection of Experimental Subjects
3.2 Implementation Steps of Experimental Research
4 Experimental Analysis of Tourism English Based on Association Rules Mining Algorithm
4.1 Platform Design Efficiency Comparison of Two Internet Companies
4.2 The Number of Successful Platform Designs of the Two Companies
5 Conclusions
References
Ethics of Robotics Applications
1 Overview of the Application of Robotics
2 Specific Manifestations of Ethical Issues in the Application of Robotics
2.1 Ethical Issues in the Development of Artificial Intelligence Technology
2.2 Ethical Issues Caused by Robot Interactive Technologies
3 Strategies to Deal with the Ethical Issues of Robotics Applications
References
The Effectiveness of Technical Analysis in the Era of Big Data
1 Introduction
2 Efficient Market Hypothesis and Technical Analysis
3 Behavioral Finance Theory and Big Data
4 Conclusion
References
Innovation of E-commerce Business Model Based on Big Data
1 Introduction
2 Research on the Innovation of EB Model Based on BD
2.1 Elements of an EB Model
2.2 Driving Force of EB Model Innovation
2.3 Business Model Innovation
2.4 User Demand Weight
3 Experimental Research on EB Model Innovation Based on BD
3.1 Experimental Subjects and Methods
3.2 Data Collection
4 Experimental Research and Analysis of EB Model Innovation Based on BD
4.1 Consumer Demand Analysis
4.2 Comparative Analysis Before and After Business Model Innovation
5 Conclusion
References
Metacognitive Training Mode for English In-Depth Learning from the Perspective of Big Data
1 Introduction
2 Concept of In-Depth Learning
3 Metacognitive Training Mode
4 Problems of English In-Depth Learning in My Country
5 The Strategies for Adopting Metacognitive Training Mode for English In-Depth Learning in My Country’s Colleges and Universities
5.1 Using Data Mining Algorithm to Build Learning Style Mode
5.2 Construction of Cognitive Level Mode Based on Basic Response Theory
5.3 Personalized Learning Path Optimization Recommendation
5.4 Data Mining Technology is Used to Push the Learning Information of Relevant Preferences
6 Conclusion
References
Design and Realization of College Student Management System Under Big Data Technology
1 Introduction
2 Research on College Student Management System Under Big Data Technology
2.1 Data Mining
2.2 Requirement Analysis of Student Management System
2.3 Realization of Student Information Management System
2.4 Preprocessing of Academic Performance
3 Experimental Research on College Student Management System Under Big Data Technology
3.1 Subjects
3.2 Research Methods
4 Experimental Analysis of College Student Management System under Big Data Technology
4.1 Comparative Analysis of Management Systems
4.2 Performance Analysis of Big Data Technology College Student Management System
5 Conclusion
References
Exchange Rate Forecasting with Twitter Sentiment Analysis Technology
1 Introduction
1.1 Background of the Research
1.2 Significance of the Research
2 Data Processing and Sentiment Analysis Model
2.1 Data Preprocessing
2.2 Sentiment Analysis Model
3 Exchange Rate Forecasting Model Based on LSTM
3.1 The Empirical Study of LSTM Exchange Rate Forecasting
3.2 An Empirical Study of LSTM Exchange Rate Prediction with Sentiment Score
4 Conclusion
References
The Construction of Corpus Index in the Era of Big Data and Its Application Design in Japanese Teaching
1 Introduction
2 Construction of Corpus Index
3 Application on Corpus in Teaching of Japanese Major
References
Prediction of Urban Innovation Based on Machine Learning Method
1 Introduction
2 The Model
2.1 Regression Tree
2.2 Support Vector Regression
3 Variables
3.1 Dependent Variable
3.2 Predictor Variable
4 Result
4.1 Regression Tree
4.2 SVR
5 Conclusions and Enlightenment
References
Empirical Research on Population Policy and Economic Growth Based on Big Data Analysis Technology
1 Introduction
2 Indicators and Data Selection
2.1 Evaluation Indicators of Economic Growth
2.2 Evaluation Indicators of Population Policy
2.3 Evaluation Indicators of Labor Force Structure
3 Model Construction
4 Model Checking
4.1 The Results of the Effective Labor Model Estimation Are Shown in Table 4:
5 Analysis of Empirical Results
6 In Conclusion
References
Technological Framework the Precision Teaching Based on Big Data
1 Introduction
2 The Technical and Practical Basis of Big Data Precision Teaching
2.1 Big Data Technology
2.2 The Method of Precision Teaching and Its Practices
2.3 The Integration of Big Data Technology and Precise Teaching Methods in Practice
3 Design of Big Data Precision Teaching Technology Framework
3.1 Basic Principles
3.2 Application Mode
3.3 Best Practices
4 Promotion Strategy of Big Data Precision Teaching Technology Framework
4.1 The Cooperation Between Production, Education, Research and Application Enriches the Content of the Framework
4.2 Collaborative Promotion Between Regions and Schools so as to Enhance the Application Ability of Teachers
5 Conclusion
References
Analysis of the Intervention of Yoga on Emotion Regulation Based on Big Data
1 Introductions
2 Research on Yoga and Emotion Regulation
2.1 Methods of Emotion Regulation
2.2 The Role of Yoga Practice in Regulating Emotions
2.3 Big Data Algorithm
3 The Intervention Experiment of Yoga on Emotion Regulation Based on Big Data
3.1 Building a Sentiment Dictionary Based on Big Data
3.2 Expansion of the Emotional Dictionary
3.3 Experimental Design
3.4 Questionnaire Survey
4 Analysis of Experimental Results
4.1 Intra-group Comparison of Scores on the Emotional Subscales Before and After the Experiment
4.2 The Number of Scores in the Blank Group Before and After the Experiment
5 Conclusions
References
Innovation of Employee Performance Appraisal Model Based on Data Mining
1 Introduction
2 Innovative Research on the Theoretical MODOF Employee Performance Appraisal Based on Data Mining
2.1 Demand Analysis and Basic Goals of the Theoretical Model of Employee Performance Appraisal Based on Data Mining
2.2 Theoretical Model and Research Hypothesis of Employee Performance Appraisal Based on Data Mining
2.3 FCM Data Mining Algorithm Based on Hadoop
3 Innovative Research Design and Data Collection of Employee Performance Appraisal Model Based on Data Mining
3.1 Research Content
3.2 Research Methods
3.3 Data Collection
4 Data Analysis and Results
4.1 Common Method Bias and Confirmatory Factor Analysis
4.2 Regression Analysis
4.3 Analysis of H Company’s Satisfaction with the Current Performance Evaluation System
4.4 Analysis of H Company’s Satisfaction with Current Performance Appraisal Methods
5 Conclusion
References
Influencing Factors of Users’ High-Impact Forwarding Behavior in Microblog Marketing Based on Big Data Analysis Technology
1 Introduction
2 Theoretical Analysis and Hypothesis
3 Empirical Analysis
3.1 Data Collection and Preprocessing
3.2 Research Variables and Model Settings
3.3 Descriptive Statistical Analysis
3.4 Empirical Result Analysis
4 Conclusions and Recommendations
References
Analysis of the Impact of Big Data Technology on Corporate Profitability
1 Introduction
2 Indicator System Setting and Selection of Sample Enterprises
2.1 Indicator System Setting
2.2 Introduction of Sample Enterprises
3 An Empirical Analysis of the Factors Influencing the Profitability of Chinese Enterprises
3.1 The Establishment of a Factor Analysis Model
3.2 Data and the Processing
4 Conclusion and Suggestion
References
Cigarette Data Marketing Methods Based on Big Data Analysis
1 Introduction
2 Research on Cigarette Data Marketing Strategy Based on Big Data Analysis
2.1 Value of Big Data to Cigarette Data Marketing
2.2 Development of Cigarette Data Marketing
2.3 The Marketing Change of Big Data on Cigarette Data
2.4 Cigarette Marketing Method Based on Big Data
3 Research on the Strategy Direction of Cigarette Data Marketing Based on Big Data Analysis
3.1 Overview of the Marketing Model of Cigarette Companies Under Big Data
3.2 Cigarette Consumer Population Positioning Under Big Data
4 Current Situation of Cigarette Data Marketing Strategy Based on Big Data Analysis
4.1 The Marketing Strategy Analysis of the Cigarette Company
5 Conclusion
References
Development of an Information Platform for Integration of Industry-Education Based on Big Data Analysis Technology
1 Introduction
2 Design Ideas of the Integration of Industry-Education Information Platform
3 Performance Evaluation of the Integration of Industry-Education and Big Data Analysis
3.1 Assessment of the Effectiveness of Integration of Industry-Education
3.2 Big Data Analysis of Integration of Industry-Education
4 Application Value of the Integration of Industry-Education Information Platform
5 Conclusion
References
Reform of Student Information Management Thinking and Methods Supported by Big Data Technology
1 Introduction
2 Applied Research on the Reform of Student Information Management Thinking and Methods Supported by Big Data Technology
2.1 Big Data Technology
2.2 Design and Analysis of Student Information Management System Based on Big Data Technology
2.3 Application of Clustering Algorithm in Student Performance Evaluation
3 Experimental Research on the Reform of Student Information Management Thinking and Methods Supported by Big Data Technology
3.1 Subjects
3.2 Research Methods
4 Experimental Analysis of the Reform of Student Information Management Thinking and Methods Supported by Big Data Technology
4.1 Comparative Analysis of Student Information Management Methods
4.2 Performance Analysis of Student Information Management System Based on Big Data Technology
5 Conclusion
References
Application of Big Data Technology in Marketing Practice Under the Background of Innovation and Entrepreneurship
1 Introduction
2 Overview of Big Data Technology and Marketing Practice
2.1 Big Data Technology
2.2 Marketing Overview Practice
3 Experimental Ideas and Design
4 Discussion
4.1 Current Situation Analysis of Big Data Technology in Marketing Practice Under the Background of Innovation and Entrepreneurship
4.2 Application Direction of Big Data Technology in Marketing Practice Under the Background of Innovation and Entrepreneurship
5 Conclusions
References
Computer Aided Design and Optimization of Adsorbent for Printing and Dyeing Wastewater
1 Introduction
2 Agricultural and Industrial Waste
2.1 Agricultural Solid Waste
2.2 Industrial By-Products
3 Natural Materials
3.1 Clay Minerals
3.2 Siliceous Material
4 Development Status of Dyestuff Production
5 Main Adsorption Methods Used
5.1 Activated Carbon Adsorption
5.2 Resin Adsorption Method
6 Architecture of CoopCAD
6.1 The Basic Model of CSW System
6.2 Working Model of CoopCAD System
7 Concluding Remarks
References
Research on the Development Path of Digital Inclusive Finance Based on Convolutional Neural Network
1 Convolution Neural Network
1.1 The Concept of Convolution Neural Network
1.2 Main Components
2 Development and Application of Digital Technology in Inclusive Finance
2.1 Mobile Payment Technology Helps to form Inclusive Financial Payment Settlement System
2.2 E-commerce Platforms have been Deployed in the Field of "Agriculture, Rural Areas and Farmers" to Further Optimize the Inclusive Financial Service Model
3 P2P Network Lending Realizes the Win-Win Situation of Inclusive Financial Service Object
4 Coupling Innovation of Digital Technology and Inclusive Finance
4.1 Digital Technology Reduces the Cost of Inclusive Finance
4.2 Digital Technology Expands the Service Boundary of Inclusive Finance
4.3 Digital Technology Improves the Capacity of Inclusive Finance
5 Conclusion
References
Construction and Application of Virtual Simulation Platform for Medical Education Based on Big Data
1 Introduction
2 Implementation of Training Evaluation Module Based on Decision Tree
2.1 Decision Tree
2.2 Establishment of Decision Tree Model
3 Components of Virtual Simulation Teaching Platform for Clinical Skills
3.1 Intelligent Simulator and Simulation Equipment Laboratory
3.2 Virtual Simulation Surgery and Endoscopy Teaching Platform
4 Construction of Three Big Data Platforms
4.1 Data Platform
4.2 Data Warehouse
5 Conclusion
References
Deep Learning Method for Human Emotion Detection and Text Analysis Based on Big Data
1 Introduction
2 A Review of Text Sentiment Analysis
2.1 An Overview of Affective Analysis
2.2 Introduction of Machine Learning Model
3 Emotion Classification Based on SVM and Complex Sentence Patterns
3.1 Raising of the Problem
3.2 Related Work
3.3 Construction of Emotional Resources
4 Deep Learning
5 Conclusion
References
Research on the Whole Process Management System Design of Big Data Construction Project Cost Based on Cognitive Inspiration
1 Introduction
2 Project Cost Information Management Platform
3 Function of Project Cost Information Management Platform
3.1 Cost Information Data Collection
3.2 Cost Information Data Release
4 Structure of the Whole Process Management System of Construction Project Cost
4.1 Engineering Data Standards
4.2 Build a Distributed Database
4.3 Digging of Project Cost Data
4.4 Visual Information Mining Processing
5 Conclusion
References
Research on Rural Health Care Industry Based on Big Data Computing
1 Introduction
2 Data Sources and Research Methods
2.1 Data Sources
2.2 Research Ideas and Methods
3 Literature Characteristics of Rural Health Care Research
3.1 Time Distribution and Subject Distribution of Literature
3.2 Visual Analysis
4 Hot Spot Analysis
5 Conclusion
References
Product Packaging Design Based on Cognitive Big Data Analysis
1 Introduction
2 The Concept and Characteristics of Big Data
2.1 Large Scale of Data
2.2 Many Kinds of Data
2.3 Fast Data Processing Speed
3 Analysis on the Current Situation and Problems of Packaging Design of Online Shopping Goods
3.1 Packaging Design Status of Online Shopping Products
3.2 Problems in Packaging Design of Online Shopping Products
4 Research on Online Shopping Commodity Packaging Design Based on Big Data
4.1 Big Data Guide Online Shopping Commodity Packaging Design
4.2 Materials and Technology
4.3 Modeling and Structure
4.4 Visual Design
5 Conclusion
References
AI-Assisted Cognitive Computing Approaches
Establishment of Economic Term Bank Under the Background of Artificial Intelligence
1 Introduction
2 Economic Terms and the Establishment of Term Bank
2.1 Characteristics of Economic Terms
2.2 Key Points of the Construction of Economic Terminology Database
3 Experimental Method and Evaluation Index
3.1 Experimental Methods
3.2 Research Indicators
4 Results of the Establishment of Economic Terminology Database under the Background of Artificial Intelligence
4.1 Analysis on the Establishment of Economic Terminology Database
4.2 Comparison of the Application Effect of the Establishment of Economic Terminology Database
5 Conclusions
References
Development and Construction of Traditional Apparel Customization App Under the Background of Artificial Intelligence
1 Introduction
2 Development and Construction of Traditional Apparel Customization App Under the Background of AI
2.1 Product Positioning of Traditional Apparel Customization Apps Under the Background of AI
2.2 Design Elements of Traditional Apparel Customization App Under the Background of AI
2.3 “Self-media Communication” of the Functional Module Planning of Traditional Apparel Customization App Under the Background of AI
2.4 Interactive Design of Traditional Apparel Customization App under the Background of AI
3 Experiments on the Development and Construction of Traditional Apparel Customization App Under the Background of AI
3.1 Questionnaire Distribution and Collection
3.2 Statistics
4 Experimental Analysis of the Development and Construction of Traditional Apparel Customization Apps Under the Background of AI
4.1 Age Distribution
4.2 Occupation Distribution
5 Conclusions
References
Application of AI Technology in Modern Dental Equipment
1 Introduction
2 Research Background
2.1 The Development History of Dental Chairs
2.2 Research on Data Intelligence and Its Application Trend
2.3 The Trend of Combining AI Technology with Dental Chairs
3 Investigation and Analysis
3.1 In-depth Interviews with Dental Chair Users
3.2 Innovative Design Points of Products
4 Product Design
4.1 Set the Target Group
4.2 The Added Value of Dental Chairs
4.3 Clearly Define the Product
5 Product Design
6 Research Limitations and Prospects
References
The Application of Artificial Intelligence Technology in the Field of Artistic Creation
1 Introduction
2 The Rationality of the Development of Artificial Intelligence in the Field of Artistic Creation
2.1 Looking at the Relationship Between Art and Artificial Intelligence Technology from a Historical Perspective
2.2 Artificial Intelligence Technology in the Field of Artistic Creation Has Shined
3 Analysis of the Limitations of Artificial Intelligence in the Field of Artistic Creation
3.1 From the Perspective of Art Ontology, Artificial Intelligence Art Creation
3.2 Looking at Artificial Intelligence Art Creation from the Perspective of Algorithm Logic
4 Prospects for the Future Trend of Artificial Intelligence in the Field of Art Creation
4.1 Human-Machine Collaboration in the Field of Art Creation is the Future Development Trend
4.2 Artificial Intelligence Will Exist as a Creative Tool in the Field of Art
5 Conclusion
References
Application of BIM+VR+UAV Multi-associated Bridge Smart Operation and Maintenance
1 Introduction
2 Application of BIM+VR+UAV Multi-associated Bridge Smart Operation and Maintenance
2.1 Traditional Operation and Maintenance Mode of Bridge Engineering
2.2 Advantages of BIM+VR+UAV Multi-related Bridge Smart Operation and Maintenance Application
2.3 BIM Modeling and Stress Monitoring Information Visualization Display Algorithm Based on the Aft Algorithm of Pre-arranged Points
3 Application of BIM+VR+UAV Multi-Related Bridge Smart Operation and Maintenance
3.1 Research Methods
4 Data Analysis of Research on BIM+VR+UAV Multi-relevant Bridge Smart Operation and Maintenance Application
4.1 Data Analysis of Bridge Crack Width Identification in Bridge Intelligent Operation and Maintenance of BIM+VR+UAV Multi-association
4.2 BIM+VR+UAV Multi-associated Bridge Intelligent Operation and Maintenance of Bridge Health Monitoring Data Analysis
5 Conclusions
References
Intelligent Dispatching Logistics Warehouse System Method Based on RFID Radio Frequency Data Processing Technology
1 Introduction
2 Research on the Method of Intelligent Dispatching Logistics Warehouse System Based on RFID Radio Frequency Data Processing Technology
2.1 Business Process of Intelligent Scheduling Logistics Warehouse System
2.2 System Function Requirements
2.3 System Design
2.4 Energy Transmission from Electronic Tag to Reader
3 Experimental Research on Intelligent Dispatching Logistics Warehouse System Method Based on RFID Radio Frequency Data Processing Technology
3.1 Experimental Subjects and Methods
3.2 Data Collection
4 Experimental Research and Analysis of Intelligent Dispatching Logistics Warehouse System Method Based on RFID Radio Frequency Data Processing Technology
4.1 Functional Experimental Research of Intelligent Dispatching Logistics Warehouse System
4.2 Analysis of Intelligent Dispatching Logistics Warehouse System Configuration
5 Conclusion
References
Smart Travel Route Planning Considering Variable Neighborhood Ant Colony Algorithm
1 Introduction
2 Variable Neighborhood Ant Colony Algorithm
3 Case Analysis
4 Conclusions
References
Intelligent Translation Strategy Based on Human Machine Coupling
1 Introduction
2 Human Machine Coupling and Intelligent Translation
2.1 Intelligent Translation
2.2 HMCIT Core Algorithm
3 Experimental Design
3.1 Model
3.2 Model Content
4 Intelligent Translation Strategy Based on Human-Computer Coupling
5 Conclusions
References
Innovation of Accounting Industry Based on Artificial Intelligence
1 Introduction
2 The Status Quo of Chinese Accounting Industry
2.1 Lack of High-End Talent
2.2 Work Focus and Traditional Ideas Are Outdated
2.3 The Transition from Financial Accounting to Management Accounting is Slow
3 Countermeasures and Suggestions
3.1 Construct a System of Knowledge that Combines Computer and Accounting
3.2 Shift the Focus of Work and Update Accounting Concepts
3.3 Transition from Financial Accounting to Management Accounting
3.4 Pay Attention to the Cultivation of Accounting Thinking
4 Conclusions
4.1 Artificial Intelligence Reduces Accounting Costs and Improves Efficiency and Accuracy
4.2 Accounting Work Needs to Be Combined with Corporate Culture
4.3 Artificial Intelligence is Still in Its Infancy
References
Risk Analysis of the Application of Artificial Intelligence in Public Management
1 Introduction
2 Research on the Application Risk of Artificial Intelligence in Public Management
2.1 AAI in Public Management
2.2 Risks in the AAI in Public Management
2.3 Recommendations for Risks
2.4 Risk Assessment Model
3 Experimental Research on the Application Risk of Artificial Intelligence in Public Management
3.1 Experimental Subjects and Methods
3.2 Data Collection
4 Experimental Research and Analysis on the AAI in Public Management Risk
4.1 Application Analysis of Artificial Intelligence in Public Management
4.2 Application Risk Analysis of Artificial Intelligence in Public Management
5 Conclusion
References
Equipment Fault Diagnosis Based on Support Vector Machine Under the Background of Artificial Intelligence
1 Introduction
2 Equipment Deterioration
3 Fundamentals of Support Vector Machines
4 Equipment Fault Diagnosis Technology
5 Process on Equipment Fault Diagnosis Based on Support Vector Machine
References
Integration of Artificial Intelligence and Higher Education in the Internet Era
1 Introduction
2 Method
2.1 Internet and Education Equality
2.2 Artificial Intelligence
2.3 Higher Education
3 Experience
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussion
4.1 Analysis of Foreign Related Research Status
4.2 The Internet Has Innovated the Teaching Methods of Higher Education
5 Conclusion
References
Diagnostic Study on Intelligent Learning in Network Teaching Based on Big Data Background
1 Introduction
2 Summary of the Big Data
3 Intelligent Learning Diagnosis
4 Intelligent Learning Diagnosis Model in Network Teaching Under the Background of Big Data
5 Design and Implementation of Intelligent Learning Diagnosis System Under the Background of Big Data
5.1 Intelligent Learning Diagnosis System Architecture
5.2 Intelligent Learning Diagnostic Agent Structure
5.3 Design of Intelligent Learning Diagnosis System in Network Teaching
6 Conclusion
References
Design of Online OBE Theoretical Knowledge Sharing Based on the Support of Intelligent System Analysis Method
1 Introduction
2 Method
2.1 The Concept of Big Data
2.2 The Nature of University Teaching Management
2.3 OBE Concept
2.4 Principal Component Analysis
2.5 Linear Discriminant Analysis
3 Experiment
3.1 Combination of Conceptual Analysis and Literature Analysis
3.2 System Analysis Method
4 Discussion
4.1 The Important Role of Big Data Technology in the Modernization of Education Management
4.2 The Guiding Value of OBE to the Educational Curriculum System of Colleges
4.3 Big Data and Higher Education Management Play a Restrictive Role
4.4 Problems in the Development of Big Data Education Management in My Country’s Colleges
5 Conclusion
References
Intelligent Learning Ecosystem of Information Technology Courses Oriented Skills Training
1 Introduction
2 Classroom Interpretation from the Perspective of Ecology
3 Interpretation of the Imbalance in the Classroom Ecosystem
3.1 Goal Fragmentation: The Tension Between Three-Dimensional Goals and Educational Goals
3.2 Roles and Relationships: The Covariance of Hegemonic Teachers and Silent Students
4 The Basis for the Construction of Information Technology Smart Ecosystem System
4.1 Target Positioning: Focus on Improving the Core Literacy of Students
4.2 Reconstruction of Relationship: From Other Organization and Cybernetics to Self-organization and Generative Theory
4.3 Process Reshaping: The Transformation from “Narrative Logic” to “Problem Logic”
4.4 Evaluation and Reconstruction: From the Evaluation of Teaching to the Evaluation of Teaching and Learning with Technical Support
5 The Construction of a Smart Classroom Ecosystem System Oriented to Skills Training
6 Conclusion
References
Innovation and Development of Environmental Art Design Thinking Based on Artificial Intelligence in Culture, Form and Function
1 Introduction
2 Method
2.1 Cultural Innovation in Design Thinking
2.2 Innovation in the Form of Design Thinking
2.3 Innovation at the Functional Level of Design Thinking
3 Experiment
3.1 Experimental Data Sources
3.2 Experimental Design
4 Result
4.1 Innovative Development in Culture
4.2 Innovation and Development in Form
4.3 Functional Innovation and Development
5 Conclusion
References
Power Grid Adaptive Security Defense System Based on Artificial Intelligence
1 Introduction
2 Research on Power Grid Adaptive Security Defense System Based on Artificial Intelligence
2.1 Research on Power Grid Adaptive Security Defense System Based on Artificial Intelligence
2.2 The Influence of Artificial Intelligence on the Adaptive Security Defense System of the Power Grid
2.3 Technical Support of the Power Grid Adaptive Safety Defense System
3 Grid Adaptive Security Defense System Based on Artificial Intelligence
4 Application of Grid Adaptive Security Defense System Based on Artificial Intelligence
4.1 Experimental Content
4.2 Experimental Process
5 Analysis of the Application of Grid Adaptive Security Defense System Based on Artificial Intelligence
5.1 Application of Power Grid Adaptive Security Defense System Based on Artificial Intelligence
6 Conclusion
References
Innovative Mode and Effective Path of Artificial Intelligence and Big Data to Promote Rural Poverty Alleviation
1 Introduction
2 Application of Big Data and Artificial Intelligence in Rural Poverty Alleviation
2.1 Influence of Big Data in Rural Targeted Poverty Alleviation
2.2 Intelligent Recommendation Algorithm Based on Neural Network
3 Simulation Experiment
3.1 Data Sources
3.2 Model Error
4 Evaluation and Analysis of the Intelligent Recommendation Model
4.1 Model Evaluation
4.2 Model Analysis
5 Conclusions
References
The Intelligent Service Mode of University Library Based on Internet
1 Introduction
2 Research on the Service Mode of University Library Under Big Data
2.1 Analysis of the Status Quo of Big Data Application Services in University Libraries
2.2 The Innovation Countermeasures of University Library Service Mode Under Big Data
3 Survey on the Service Quality of University Libraries Under Big Data
3.1 Experimental Content
3.2 Experimental Process
3.3 Calculation Formula
4 Analysis of the Survey Results of University Library Service Quality Under Big Data
4.1 Analysis of Readers’ Expectations and Actual Feelings of Library Services
5 Conclusion
References
Analysis on the Current Situation of Intelligent Informatization Construction in University Library
1 Introduction
2 Analysis on the Current Situation of Information Construction in University Library
2.1 The Purpose of Research
2.2 Research Status at Home and Abroad
2.3 Problems Existing in the Construction of Information Resources in Chinese Academic Libraries
3 Improvement Measures for the Information Construction of University Library
3.1 Change Mode and Rational Layout
3.2 Unified Construction Standards
3.3 Optimize Search Function
4 Analysis of the Data Results of University Library Information Construction
4.1 A Comparative Analysis of the Annual Funds of Four University Libraries in Jiangxi Province in 2020
4.2 Analysis on the Evaluation of University Library Environment by University Students
5 Conclusions
References
Design and Implementation of Auxiliary Platform for College Students’ Sports Concept Learning Based on Intelligent System
1 Introduction
2 A Support Platform for College Students’ Sports Concept Learning Based on Big Data Technology
2.1 Big Data Technology
2.2 The Status Quo of College Physical Education Concept Teaching
2.3 Auxiliary Platform for Sports Concept Learning
3 Experimental Design
3.1 Theme
3.2 Experimental Method
3.3 Evaluation Index
3.4 Questionnaire Survey
3.5 Expert Interview
4 Analysis and Discussion of Research Results
4.1 Analysis of the Application Effect of the Sports Concept Learning Auxiliary Platform in University Sports
4.2 An Analysis of the Path to the Construction of College Physical Education Concept Teaching
5 Conclusions
References
Application of Big Data Analysis and Image Processing Technology in Athletes Training Based on Intelligent Machine Vision Technology
1 Introduction
2 Big Data Analysis and Image Analysis of Athletes’ Training
2.1 Overview of the Big Data Analysis
2.2 Foreground Extraction Traction Momotion Images
2.3 Action Recognition Network Model
3 Image Recognition Simulation Experiment
3.1 Network Training Parameter Settings
3.2 Network Training Strategy
4 Simulation Experiment Results
4.1 Comparison of Different Training Methods
4.2 Comparison of the Recognition Algorithm Results
5 Conclusions
References
Design of a Smart Elderly Positioning Management System Based on GPS Technology
1 Introduction
2 Design of Smart Elderly Positioning Management System Based on GPS Technology
2.1 Smart Pension
2.2 GPS System Positioning Principle
2.3 Software Design of the Intelligent Elderly Care Positioning Management System
3 Survey on Demand for Smart Elderly Positioning System Based on GPS Technology
3.1 Experimental Content
3.2 Experimental Process
4 Analysis of the Survey Results of the Demand for the Smart Elderly Positioning System Based on GPS Technology
4.1 Analysis of the Results of the Positioning Needs Survey
4.2 Analysis of the Problems Encountered in the Service Work for the Elderly
5 Conclusions
References
Design and Implementation of Enterprise Public Data Management Platform Based on Artificial Intelligence
1 Introduction
2 Design and Implementation of Enterprise Public Data Management Platform Based on Artificial Intelligence
2.1 Common Problems in the Construction of Enterprise Data Platforms
2.2 The Overall Data Architecture of the Enterprise Public Data Management Platform
2.3 Business Research and Demand Analysis Specifications
3 Design and Implementation of Supporting Software for Public Data Management Platform
3.1 Query Customization Tool
3.2 Data Collection Tool
3.3 Data Dictionary Comparison Tool
4 System Function Test
4.1 System Data Query and Input Function Test
4.2 System Function Interaction Test
5 Conclusions
References
Smart Micro-grid Double Layer Optimization Scheduling of Storage Units with Smog Factors
1 Introduction
2 Smart Micro-grid Optimization Scheduling Without Storage Unit
2.1 Solve Process Without Considering Haze Influencing Factors
2.2 Solve Process with Considering Haze Influencing Factors
3 Smart Micro-grid Double Layer Optimization Scheduling with Storage Unit
3.1 Solve Process Without Considering Haze Influencing Factors
3.2 Solve Process with Considering Haze Influencing Factors
4 Example Analysis
4.1 Smart Micro-grid Calculation Result Without Storage Unit
4.2 Smart Micro-grid Calculation Result with Storage Unit
5 Conclusions
References
Research on Indoor Location Algorithm Based on Cluster Analysis
1 Introduction
2 RSSI Optimization Strategy of Gaussian Mixture Filter Based on Clustering Algorithm
2.1 Wireless Signal Transmission Model
2.2 RSSI Signal Processing Optimization Strategy
3 Four Edge Weighted Centroid Localization Algorithm Based on Optimized Weight and Distance Correction
3.1 Traditional Centroid Location Algorithm
3.2 Weighted Centroid Location Algorithm
3.3 Indoor Positioning Algorithm Based on Distance Correction
4 Positioning Experiment and Result Analysis
4.1 Establish Wireless Signal Transmission Model
4.2 RSSI Signal Processing Optimization Experiment and Analysis
5 Concluding
References
Construction of Tourism Management Information System Based on Django
1 Technical Route and Research Plan
1.1 MVC Design Pattern
1.2 Django Framework
1.3 MVC Pattern in Django Framework
2 Business Analysis
2.1 Requirement Analysis
2.2 Some Business Processes
2.3 System Use Case Diagram and Data Flow Diagram
3 Database Implementation
3.1 Django Framework Development Environment
3.2 Distributed Requirements Analysis
4 Conclusion
References
Analysis and Research of Artificial Intelligence Technology in Polymer Flooding Scheme
1 Introduction
2 Feature Extraction and Classification
3 Suitable Conditions for Polymer Flooding
3.1 Screening of Polymers
3.2 Reservoir Geological Characteristics Suitable for Polymer Flooding
4 Technical Scheme of Polymer Flooding
4.1 Polymer Flooding is Mainly Used in Water Drive Reservoir
4.2 Reservoir Description is the Key to Analyze and Understand Reservoir and Development Status
5 Analysis of AI Exnet Based on Convolutional Neural Network
6 Conclusion
References
Application Research of 3D Ink Jet Printing Technology for Special Ceramics Based on Alumina Ceramics
1 Introduction
2 Three Dimensional Ink Jet Ceramic Printing Technology
2.1 Concept of 3D Printing Technology
2.2 Ink Jet Printing Technology
3 Alumina Ceramics
4 Three Dimensional Ink Jet Printing Technology of Alumina Ceramics
4.1 Alumina Ceramic Ink Jet Printing
4.2 Ceramic Ink
5 Conclusion
References
Research and Practice of Multiphase Flow Logging Optimization and Imaging Algorithm
1 Introduction
2 The Principle of Electromagnetic Wave Imaging Logging
2.1 Electromagnetic Wave Propagation Characteristics in Oil Wells
2.2 Electrical Properties of Fluid Medium in Oil Well
3 Physical and Mathematical Models of Multiphase Flow Electromagnetic Wave Imaging Logging
4 Finite Element Calculation Method of Electromagnetic Field Potential Distribution
5 Conclusion
References
Research on the Statistical Method of Massive Data by Analyzing the Mathematical Model of Feature Combination of Point Data
1 Introduction
2 Research Methods and Statistical Indicators
2.1 Building a Cube
2.2 Establishment of Statistical Indicators
3 Statistics and Analysis of Massive Data
4 Research on the Application of Data Mining Method
5 Conclusion
References
In Graphic Design - Design and Thinking from Plane to Screen
1 Introduction
2 New Media and E-book Design
2.1 New Media and Its Characteristics
2.2 Paperless Reading and E-book
2.3 E-books and Their Characteristics
3 The Changes of Contemporary E-books Compared with Traditional Books
3.1 Change of Book Form
3.2 Change of Reading Carrier
3.3 Change of Reading Habits
4 E-book and Its Design Features
4.1 E-book and Traditional Book Binding Design
4.2 Change of Design Thinking from Graphic Design to “Screen Design”
5 Conclusion
References
Design of Urban Rail Transit Service Network Platform Based on Genetic Algorithm
1 Introduction
2 Genetic Algorithm
2.1 Principle of Genetic Algorithm
2.2 Convergence Analysis of Genetic Algorithm
3 Design Principles of English Network Course for Urban Rail Transit Service
3.1 Fully Reflect the Subjectivity of Students in the Learning Process
3.2 Highlight the Practicality of Online Course of Urban Rail Transit Passenger Service English
3.3 Highlight the Cross-Cultural Nature of the Online Course of Urban Rail Passenger Service English
4 Design of Network Course Platform Based on Genetic Algorithm
4.1 Architecture
4.2 Course Platform
5 Conclusion
References
Research and Implementation of Parallel Genetic Algorithm on a Ternary Optical Computer
1 Introduction
2 Related Work
2.1 Genetic Algorithm
2.2 TOC Realizes the Basis of Genetic Algorithm
3 Design of Parallel Genetic Algorithm Based on TOC
3.1 Design of Parallel Genetic Algorithm
3.2 Design of Parallel Genetic Algorithm Based on TOC
3.3 Analysis of the Clock Cycle of Algorithm
4 Experiment and Analysis
4.1 Experiment Environment
4.2 Test Problem and Description
4.3 Experiment Results and Analysis
5 Conclusion
References
Mathematical Modeling of CT System Parameters Calibration and Imaging
1 Introduction
2 CT System Parameter Calibration and Imaging Model Establishment and Solution
2.1 Prepare for Analysis According to the Given Calibration Template and Received Information
2.2 Linearity Difference
2.3 The Distance Between the Detector Units and the 180 Directions of X-rays Used by the CT System
2.4 The Position of the CT System Rotation Center in the Square Tray
3 Establishment and Solution of the Model of Parameter Calibration and Imaging of the Medium in the CT System
3.1 Use Radon Transform and Radon Inverse Transform Method to Solve
3.2 Verify the Validity of Data Translation
3.3 Location, Geometry and Absorption Rate of Unknown Medium
4 Conclusions and Future Work
References
Design and Implementation of Information Digest Algorithm on a Ternary Optical Computer
1 Introduction
2 Message Digest Algorithm
2.1 Birthday Attack
2.2 Salting Algorithm
3 Design of Information Digest Algorithm Based on TOC
3.1 Algorithm Description
3.2 Algorithm Security Analysis.
3.3 The Scheduling Queueing System
4 Conclusions and Future Work
References
Design and Implementation of SM3 Algorithm Based on a Ternary Optical Computer
1 Introduction
2 Related Research
2.1 Country Code SM3
2.2 Ternary Optical Computer
2.3 Modified Signed-Digit—MSD
3 SM3 Algorithm Analysis
3.1 Message Expansion Function in Compression Function
3.2 Message Update Function in Compression Function
4 Design of SM3 Algorithm Based on TOC
4.1 Optimization of Message Filling Group
4.2 Optimization of Message Expansion
4.3 Optimization of Compression Function
5 Simulation Experiment
6 Conclusions and Future Work
References
U-Net Medical Image Segmentation Based on Attention Mechanism Combination
1 Introduction
2 Medical Image Segmentation Related Work
2.1 Medical Image Segmentation Method
2.2 U-Net Model
2.3 Attention Mechanism
3 U-Net Model with Attention Mechanism
3.1 Model Structure
3.2 Channel Attention Mechanism Module
3.3 Spatial Attention Mechanism Module
3.4 Attention Mechanism Combination
4 Experimental Analysis
4.1 Datasets
4.2 Evaluation Metrics
4.3 Experimental Results
5 Summary
References
Exploration and Practice on Blended Teaching of Mathematical Analysis with Information Technology
1 Introduction
2 Research Method
2.1 Research Context
2.2 Blended Teaching
3 The Empirical Model
3.1 Experimental Design
3.2 Data Collection and Analysis
4 Discussion
5 Conclusions
References
Internet of Cognitive Things
Clinical Misunderstandings of Enterprise Precision Marketing Under the Background of Wireless Network
1 Introduction
2 Related Concepts
2.1 Concept of Privacy
2.2 Privacy Digitization
2.3 Relevant Statistical Formula
3 Investigation on Ethical Anomie of Big Data Precision Marketing
3.1 Statistical Methods
3.2 Evaluation Basis of Marketing Advertising Motivation
3.3 Data Collection
3.4 Data Cleaning
3.5 Model Selection
4 Analysis of Statistical Results
4.1 Statistics of Advertising Quantity
4.2 E-mail Advertising
4.3 Search Big Data Privacy
4.4 Countermeasure Analysis
5 Conclusion
References
Analysis of the Relationship Between Production and Economy Based on the Internet
1 Introduction
2 Research on the Relationship Between Production and Economy Based on the Internet
2.1 Production Affects the Change Index of Economic Structure
2.2 Production Promotes Economy
2.3 Relevant Policy Recommendations
2.4 SDA Model Construction
3 Experimental Research Based on the Relationship Between Production and Economy on the Internet
3.1 Experimental Subjects and Methods
3.2 Data Collection
4 Based on the Experimental Research and Analysis of the Relationship Between Production and Economy on the Internet
4.1 Experimental Analysis of Productivity in Various Production Industries
4.2 Analysis of the Impact of Production on the Economy
5 Conclusion
References
Innovation of English Course Network Learning Model Based on Literature Data Mining Technology
1 Introduction
2 Proposed Method
2.1 “Computer Network Technology English Teaching”
2.2 Definition of Computer Networks
3 Experiments
3.1 Experimental Subject
3.2 Experimental Method
4 Discussion
4.1 Analysis of Student Subject Questionnaire
5 Conclusions
References
Early Warning Mechanism of Network Public Opinion Based on Big Data for Mass Events
1 Introduction
2 Big Data and Hadoop Platform
3 The Theoretical Basis of Online Public Opinion Early Warning Mechanism for Mass Events
4 The Construction of A Big Data-Oriented Network Public Opinion Early Warning Mechanism for Mass Incidents
4.1 Mass Incident Tracking and Monitoring Subsystem
4.2 Mass Incident Analysis Subsystem
4.3 Group Event Early Warning Subsystem
4.4 Mass Incident Processing Subsystem
5 Conclusions
References
Mobile Internet Product Usage Scenarios and User Experience Design
1 Introduction
2 Mobile Internet Product Usage Scenarios and User Experience Design
2.1 The Goal of User Experience
2.2 The Concept and Scope of the Situation
2.3 Research on User Experience Based on Context
2.4 New Design of Context in Mobile Users
3 Survey on the Status Quo of User Experience of Mobile Internet Products
3.1 Experimental Content
3.2 Experimental Process
3.3 Calculation Formula
4 Analysis of the Survey Results of the User Experience Status of Mobile Internet Products
4.1 User Satisfaction Survey of Mobile Internet Products
4.2 Investigation of Problems Existing in Mobile Internet Products
5 Conclusions
References
Student Management System Based on Intelligent Technology of Internet of Things
1 Introduction
2 Student Management System Under the IT of IoF
2.1 Analysis of the Student Management System Under the IT of the IoF
2.2 Functional Design of the Student Management System Under the IT of the IoF
2.3 Integrity of Database Data
2.4 Typical Location Fingerprint Matching Algorithm
3 Student Management System Experiment Under the IT of the IoF
3.1 System Development
3.2 Operating Environment
4 Experimental Analysis of the Student Management System Under the IT of the IoF
4.1 Stress Test
4.2 System Transaction Performance
5 Conclusions
References
Comparative Analysis of Machine Translation and Human Translation Under the Background of Internet
1 Introduction
2 Translation
2.1 Machine Translation
2.2 Human Translation
3 Matters Needed Attention in Translation
3.1 Cultural Level
3.2 At the Aspect of Tense
4 The Finding of Research
5 Conclusions
References
Application of Distributed High-Precision Data Acquisition System Based on GPRS Wireless Network
1 Introduction
2 Method
2.1 Apriori Algorithm Idea
2.2 Text Association Analysis and Improvement of Bayesian Decision Algorithm
2.3 Design of Apriori Algorithm
3 Model Establishment and Experimental Data Analysis
3.1 Linear Two-Degree-of-Freedom Manipulation Model
3.2 High-Precision Remote Data Detection System Model
4 Evaluation Results
5 Conclusion
References
The Design of Network Learning Space and Its Application in Japanese Online Reading
1 Introduction
2 Problems in Japanese Reading Teaching
3 Functional Framework of Network Learning Space
4 Role of Network Learning Space in Japanese Reading Teaching
5 Strategy on Japanese Online Reading Teaching Based on Network Learning Space
References
Design of Japanese Interactive Network Teaching Platform in Information Age
1 Introduction
2 Requirements Analysis
3 Functional Design
4 Software Architecture
References
Development Trend of Big Data Finance Based on BP Neural Network
1 Introduction
2 Development Trend of Big Date Finance Based on BP Neural Network
2.1 Big Data Financial Trend Forecast Forecast Analysis Method
2.2 Difficulties in Forecasting Financial Market Trends
2.3 Difficulties in Forecasting Financial Market Trends
3 Experiment
4 Discussion
5 Conclusions
References
Design and Implementation of School-Enterprise Cooperation Information Service Platform Based on Mobile Internet Technology
1 Introduction
2 Design of School-Enterprise Cooperation Information Service Platform Based on Mobile Internet Technology
2.1 The Influence of Mobile Internet Technology on School-Enterprise Cooperation
2.2 Design Principles of School-Enterprise Cooperation Information Service Platform Based on Mobile Internet Technology
2.3 The Design Method of the School-Enterprise Cooperation Information Service Platform Based on Mobile Internet Technology
3 Implementation of the School-Enterprise Cooperation Information Service Platform Based on Mobile Internet Technology
3.1 Technical Support of the School-Enterprise Cooperation Information Service Platform
3.2 The Functional Design of the School-Enterprise Cooperation Information Service Platform
3.3 The Security Design of the School-Enterprise Cooperation Information Service Platform
4 The Feasibility Analysis of the School-Enterprise Cooperation Information Service Platform Based on Mobile Internet Technology
4.1 Analysis of System User Demand of School-Enterprise Cooperation Information Service Platform
4.2 Actual System User Feedback of the School-Enterprise Cooperation Information Service Platform
5 Conclusion
References
Application Status and Countermeasures of Mobile Internet in Sports Lottery Industry
1 Introduction
2 Lottery Management Status
2.1 Lottery Issuance Costs are Too High
2.2 Incomplete Laws and Regulations
2.3 Backward Management System
2.4 Barriers to the Operating System
2.5 Lack of Supervision Mechanism
3 The Necessity of Mobile Internet Intervention in the Sports Lottery Industry
3.1 The Importance of Computer Intervention in Sports Lottery Sales Management
3.2 Scientific Analysis of Sports Lottery Big Data is Difficult to Leave Internet Technology
3.3 Internet Technology is the Biggest Player in the Management of Sports Lottery
4 The Countermeasures of Mobile Internet in Sports Lottery Management
4.1 Scientific and Standardized Management to Improvethe Quality and Sales of Sports Lottery
4.2 Use Internet Technology to Standardize Market Sales and Purify the Sports Lottery Market for Forgery and Prize Fraud
4.3 Using Internet Technology to Manage the Sports Lottery Industry has Many Benefits
5 Conclusion
References
The Application of Internet Technology and the Study of Tibetan Local Chronicles in the Qing Dynasty
1 Introduction
2 New Trends in Local Chronicles Research: The Background of the Digitization of Tibetan Local Chronicles in the Qing Dynasty
3 New Breakthroughs and Challenges: The Current Situation of the Digitization of Tibetan Local Chronicles in Qing Dynasty
4 Internet and Digital Platform: Measures to Promote the Internet and Digitalization of Tibetan Local Records in the Qing Dynasty
4.1 Use Internet Technology to Promote the Informatization of the Retrieval, Sorting and Analysis of Tibetan Local Chronicles in the Qing Dynasty
4.2 Use Digital Construction to Build a Digital Resource Platform for Tibetan Local Chronicles in the Qing Dynasty (See Fig. 3), and Promote the Informatization of Tibetan Local Chronicles in the Qing Dynasty
4.3 Use the Advantages of the Internet to Collect and Organize the Hierarchical Information of Tibetan Local Chronicles in the Qing Dynasty
4.4 Strengthen the Construction of Information Technology and Digital Talents for Tibetan Local Chronicles in the Qing Dynasty
5 Building, Sharing, and Branding: The Digital Trend of Tibetan Local Records in the Qing Dynasty
5.1 Digitization has Expanded the Knowledge Discovery and In-Depth Description of Content of Tibetan Local Chronicles in the Qing Dynasty
5.2 Carry Out Digital Construction on the Basis of Co-construction and Sharing, Unified Planning, Unified Platform Release, and Realize Step-by-Step Resource Digitization [20]
5.3 Complete Hardware Equipment is the Basic Guarantee for the Digitization of Tibetan Local Chronicles in the Qing Dynasty Under Internet Technology
5.4 Create an Internet Multimedia Digital Brand of Tibetan Local Chronicles in the Qing Dynasty
References
The Impact of Travel Information Service Experience on Traveling Decisions in the Era of Mobile Internet
1 Introduction
2 The Impact of Mobile Internet on Travel Experience
2.1 Mobile Internet Promotes Tourists’ Motivation to Travel
2.2 Mobile Internet Information Technology has Comprehensively Upgraded Tourism Elements
2.3 Mobile Internet Effectively Improves Tourists’ Travel Experience
2.4 The Mobile Internet Can Provide Timely Feedback on Tourists’ Travel Experience
3 The Development of Tourism Information Service Apps
3.1 Market Segmentation
3.2 User Community
3.3 Comprehensive Competition
3.4 VR Technology Matures
3.5 Information Specialization
4 The Impact of Mobile Internet Information Service Experience on Tourism Consumption Decision-Making
4.1 Personal Knowledge, Experience and Psychology
4.2 Attraction
4.3 Perceived Benefits
4.4 Degree of Trust
4.5 Word-of-Mouth Information
5 Conclusion
References
The Application of Multimedia Network Technology in the Autonomous Learning of University Students’ Speech
1 Introduction
2 The Characteristics of College English Phonetic Network Teaching
2.1 Provide Real Communication Needs and Atmosphere
2.2 Large Amount of Information
2.3 Strong Interaction
2.4 New Knowledge
2.5 Interesting
2.6 Diversity
3 Several Online Classroom Models Used in College English Phonetics Teaching
3.1 Classroom Link Network English Pronunciation Teaching Mode
3.2 LAN English Phonetics Teaching Mode
3.3 Internet English Phonetics Teaching Mode
4 The Advantages of College English Phonetic Network Teaching
4.1 Use the Interactivity of Multimedia to Stimulate Students’ Interest in Autonomous Learning of English Pronunciation and Pronunciation
4.2 Use the Teaching Environment of Multimedia Network to Create an Autonomous Learning Situation of English Pronunciation
4.3 Use Multimedia Methods to Carry Out English Phonetic Autonomous Learning Activities to Cultivate Students’ Autonomous Learning and Information Capabilities
5 The Role of Teachers in Cultivating Students’ Autonomous Learning of English Pronunciation
5.1 Instruct Students to Clarify the Purpose of Autonomous Learning
5.2 Instruct Students to Establish an Effective Learning Evaluation System and Form an Effective Learning Method
5.3 To Help Students Strengthen Their Self-learning Awareness and Cultivate Students’ Self-learning Skills
6 Conclusion
References
Network Sub-communication Circle and the Educational Mode of College Student Community in the Internet Era
1 The Concept and Function of College Student Communities
2 The Formation of Campus Network Sub-communication Circle and Its Influence on the Educational Function of College Student Communities
2.1 The Formation of Campus Network Sub-communication Circle
3 The Influence of Campus Network Sub-communication Circle on College Student Community Education Function
4 An Analysis of the Network Sub-communication Circle and the Educational Model in Colleges and Universities
4.1 Establish and Improve the Network Ideological Position of Colleges and Universities
4.2 Establish a Network Management Mechanism for the Whole Campus
4.3 Create a Rich and Colorful Community Cultural Life and Reduce Excessive Dependence on the Internet
5 Conclusion
References
Impact of Big Data on the Governance of Religious Public Opinion in the Internet Background
1 Introduction
2 The Main Characteristics of Religious Internet Public Opinion in the Era of Big Data
2.1 Be More Proactive in Expressing Opinions
2.2 Internet Public Opinion Spreads in an Explosive State
2.3 Internet Public Opinion Carriers Are More Diversified
2.4 Internet Public Opinion Events Have a Strong Focus in a Short Time
3 The Problems Faced by Religious Internet Public Opinion in the Era of Big Data
3.1 The Difficulty of Reviewing Internet Public Opinion Information Continues to Increase
3.2 The Increasing Difficulty of Internet Public Opinion Guidance
3.3 The Difficulty of Responding to Internet Public Opinion Continues to Increase
3.4 Inadequate Monitoring and Guidance of Online Behavior
3.5 The Internet Public Opinion Management System Mechanism is Relatively Backward
4 Religious Internet Public Opinion Governance Strategies in the Era of Big Data
4.1 Strengthen Ideological Arms and Enhance Internet Moral Awareness
4.2 Strengthen Organizational Leadership and Establish a Long-Term Mechanism for Public Opinion Governance
4.3 Strengthen Platform Construction to Improve the Big Data Early Warning Mechanism of Internet Public Opinion
4.4 Strengthen Positive Guidance and Create a Positive and Open Internet Public Opinion Atmosphere
5 Conclusion
References
Construction and Implementation of Financial Shared Service System in the “Internet +” Era
1 Introduction
2 Algorithm Establishment and Optimization
2.1 Maximum Entropy Algorithm to Design Financial Shared Services
2.2 Regression Loss Function Distribution
3 Model Building
4 Evaluation Results
4.1 Systematization of Business Processes
4.2 Improve Personnel Management System
5 Conclusion
References
Smart City and Smart Stadium Construction Under the Background of Internet
1 Introduction
2 Development of the Sports Industry
2.1 Sports Industry
2.2 Smart City
3 Development Experiment of Sports Industry
3.1 Development of Outdoor Sports
3.2 Information Technology
4 Sports Industry in the Construction of Smart Cities
4.1 Status Quo and Analysis of Sports Information Publicity
4.2 Demand and Supply of Sports Industry
4.3 Sports Consumption Level
5 Conclusion
References
Construction of Information Literacy Education System in Application Oriented Universities Under the Internet Environment
1 Introduction
2 Application Oriented Universities Need Information Literacy Education
3 Application Oriented Universities Need to Construct Information Literacy Education System
4 How to Use the Internet to Build Information Literacy Education System in Application-Oriented Universities
4.1 Develop Information Literacy Standards and Certification Methods
4.2 Increasing the Way of Information Literacy Certification Should Rely on the Internet Platform
4.3 Methods of Developing Information Literacy Education in Application Oriented Universities
4.4 Building Information Literacy Education Curriculum System, Relying on the Internet
5 Conclusions
References
Design of Distance Network Teaching Platform Based on Information Technology
1 Introduction
2 Research on the Design of Distance Network Teaching Platform Based on Information Technology
2.1 Platform Demand Analysis
2.2 Platform Design Principles
2.3 Related Algorithm Recommendation
3 Experiment
3.1 Student Module
3.2 Teacher Module
3.3 Administrator Module
4 Discussion
4.1 Functional Test
4.2 Performance Test
5 Conclusions
References
Data Statistics of Tourism Economy Network Attention Survey in the Internet Era
1 Introduction
2 Tourism Network Attention Under the Internet Plus
2.1 Internet Plus and Tourism Network Attention
2.2 Data Analysis Method of Tourism Network
3 Tourism Network Heat Data Statistics
3.1 Data Source and Processing
4 Evaluation and Analysis of the Intelligent Recommendation Model
4.1 Network Attention of Different Levels of Scenic Spots
4.2 Network Satisfaction of Different Levels of Scenic Spots
5 Conclusions
References
The Production and Application of Sports Micro-class in Higher Vocational Education Based on Mobile Internet
1 Introduction
2 Higher Vocational Sports Micro-class Based on Mobile Internet
2.1 Technical Features of Mobile Internet
2.2 Traditional Teaching Methods of Physical Education in Higher Vocational Education
2.3 The Status of College Physical Education
2.4 System Production for Micro-class Teaching
3 Experimental Research on Sports Micro-classes Based on Mobile Internet
3.1 Experimental Procedure
4 Analysis of the Production and Application Experiment of Sports Micro-classes in Higher Vocational Colleges Based on Mobile Internet
4.1 The Basic Situation of Students’ Physical Fitness
4.2 Statistics and Analysis of Students’ Physical Test Scores
5 Conclusion
References
The Application of Mobile App to College Oral English Teaching in the Context of Internet +
1 Introduction
2 Application Research of Mobile App in College Oral English Teaching under the Background of Internet +
2.1 Internet + Background
2.2 Analysis of the Status Quo of College Oral English Teaching
2.3 Design of College Oral English Teaching System Based on Android
2.4 Multiple Imputation-Discriminant Function Method
3 Experimental Research on the Application of Mobile App to College Oral English Teaching in the Context of Internet +
3.1 Subjects
3.2 Research Methods
4 An Experimental Analysis of the Application of Mobile Apps to College Oral English Teaching in the Context of Internet +
4.1 Analysis of Students’ Oral English Learning
4.2 Comparative Analysis of Oral English Teaching
5 Conclusion
References
Image Recognition of Agricultural Plant Diseases and Insect Pests Based on Convolution Neural Network
1 Introduction
2 Convolution Neural Network Theory
2.1 Traditional Neural Network
2.2 Convolution Neural Network
3 Data Set and Preprocessing
4 Crop Disease Image Recognition Based on CNN Multi-Layer Feature Fusion
5 Conclusion
References
Pedestrian Recognition Algorithm Based on HSV Model and Feature Point Matching
1 Introduction
2 Pedestrian Pre Recognition Based on HSV Model
3 Pedestrian Recognition Based on Feature Point Matching
3.1 Multi Scale Ring Gabo Filter Banks
3.2 Improved Fast Feature Point Detection Algorithm
4 Experimental Results and Analysis
5 Conclusion
References
Research on the Design of Online Travel Service Recommendation System Based on Data Analysis
1 Introduction
2 Research Design
2.1 Research Objective
2.2 Research Contents
3 Association Analysis of Online Tourism User Data
3.1 Brief Introduction of Association Analysis Algorithm
3.2 Construction of Travel Route Association Rules for Online Travel Users
3.3 Application of Travel Route Recommendation Based on Association Rules
4 Recommendation System
5 Conclusion
References
Research and Implementation of Web Front End Development System Based on Microservice
1 Introduction
2 Microservice
2.1 Concept of Micro Service
2.2 Microservice Architecture Concept
3 Requirements and Analysis of Web Platform Front End Development and Design
3.1 General Design Principle of User System
3.2 Front End Development Requirements and Analysis of Web Application Background Management System
4 Research and Implementation of Web Front End Development System Based on Microservice
4.1 Hierarchical Framework Design
4.2 Detailed Design and Implementation of Information Rendering
4.3 Detailed Design and Implementation of User Information Rendering Module
4.4 Detailed Design and Implementation of Page Loading
5 Conclusion
References
How to Realize the Integration of Database System and Web in Information System
1 Introduction
2 Integration of Database System and Web
3 Connection Between Web and Database
3.1 Early Implementation Methods
3.2 Other Methods
3.3 Through ASPReferences
3.4 Basic Knowledge of Distributed Decision Information System
4 Internet Application Function of the System
4.1 Main Technologies
4.2 Spatial Characteristics of Information System
5 ASP Model
6 Conclusion
References
Network Design and Implementation Based on Azure PAAS
1 Introduction
2 The Concept and Characteristics of Network Course
3 The Development Principle of Music Education Network Course
4 The Design of Music Education Network Curriculum Architecture Based on Azure PAAS
4.1 Platform Architecture
4.2 Architecture Features
5 Development and Test of Music Education Network Course Based on Azure PAAS
5.1 Configuration of Network Course Development Environment
5.2 Create and Test Online Courses
5.3 Deploy Online Courses to Azure
6 Conclusion
References
UHF RFID Physical ID Mobile Operation Terminal
1 Introduction
2 Hardware Framework
2.1 Platform Introduction
2.2 Mobile Communication System
3 Software System Architecture
4 Design of Encryption System
5 Appearance Design
6 Conclusions
References
Author Index