Frontier Computing: Theory, Technologies and Applications (FC 2022) (Lecture Notes in Electrical Engineering, 1031)

✍ Scribed by Jason C. Hung (editor), Neil Y. Yen (editor), Jia-Wei Chang (editor)

• Publisher: Springer
• Year: 2023
• Tongue: English
• Leaves: 2016
• Category: Library

✦ Synopsis

This book gathers the proceedings of the 12th International Conference on Frontier Computing, held in Tokyo, Japan, on July 12–15, 2022, and provides comprehensive coverage of the latest advances and trends in information technology, science, and engineering. It addresses a number of broad themes, including communication networks, business intelligence and knowledge management, Web intelligence, and related fields that inspire the development of information technology. The respective contributions cover a wide range of topics: database and data mining, networking and communications, Web and Internet of things, embedded systems, soft computing, social network analysis, security and privacy, optical communication, and ubiquitous/pervasive computing. Many of the papers outline promising future research directions, and the book benefits students, researchers, and professionals alike. Further, it offers a useful reference guide for newcomers to the field.

✦ Table of Contents

Contents
A Teaching Framework Based on Big Data of Students’ Learning Behaviors: A Case Study of Academic Performance Prediction
1 Introduction
2 Technology Framework
2.1 Learning Behaviors
3 Technology Framework
4 Case Study
5 Conclusion and Future Work
References
Efficient Approximate Calculations and Application of Network Centrality
1 Introduction
2 Related Work
3 Novel Network Centrality Definition
3.1 Original Network Centrality Definition
3.2 Novel Network Centrality Definition
4 Effective Network Centralities Computation
4.1 The Design of Algorithms
4.2 Parallel Computing
5 Experiment and Analysis
5.1 Settings
5.2 Effectiveness of the Approximate Measures
5.3 Financial Social Network Analysis
6 Conclusion and Discussion
References
An Improved Method for Chinese Relationship Extraction
1 Introduction
2 Related Work
3 Method
3.1 Overall Model
3.2 Coding Module
4 Experiment
4.1 Data Set and Experimental Setup
4.2 Experimental Results
5 Conclusion and Futrue Work
References
A Case Study of Cluster Analysis of the Whole Slide Images
1 Introduction
2 Methodology
2.1 K-means Clustering
2.2 Gaussian Mixture Model for Clustering (GMM)
2.3 Louvain Clustering
2.4 Hierarchical Clustering
3 Performance Measurement
3.1 Elbow Method
3.2 Silhouette Score
3.3 V-measure
4 Case Study
4.1 Data Description
4.2 Results
5 Conclusion
References
A Fundus Image Myopia Diagnosis Model Based on Homogeneous Multimodal Feature Fusion
1 Introduction
2 Methodology
2.1 The Image Processor
2.2 The Classifier – ComboNet
3 Experiment
3.1 Dataset
3.2 Implementation Details
4 Results
4.1 Single Data Source
4.2 Multiple Data Sources
4.3 Interpretability Analysis
5 Conclusion
References
Cooperative Learning Clustering in the Programming Courses
1 Introduction and Background
2 Related Works
3 Research Method
4 Results
4.1 Homogeneity Test for Higher Score Group
4.2 Homogeneity Test for Lower Score Group
4.3 Content Analysis of Programming Exam Videos
5 Conclusion
References
GAN-Generated Data for BCI: Current State of Affairs and Challenges
1 Introduction
2 Background
3 Proposition
3.1 Experiment
3.2 Analysis
3.3 Testing
4 Summary
References
Communication-Efficient Federated Learning with Model Pruning
1 Introduction
2 System Model
2.1 Federated Learning
2.2 The Proposed Algorithm
3 Experimental Results
3.1 Experiment Setup
3.2 Experimental Results and Analysis
4 Conclusion
References
Smart Computing for Emerging Technologies and Applications
The Gait Planning Design for Biped Robot
1 Introduction
2 Theoretical Analysis of Inverse Kinematics
3 System Implementation
4 Experimental Results
5 Conclusion
References
The International Workshop on Advanced Information Technology (ADINTECH 2022)
Self-reconfiguring Pseudo Random Address Generator for Secure Infrared Communication
1 Introduction
2 Infrared Communication
3 Infrared Communication Security
3.1 Proposed Secure IR Communication Protocol
3.2 Self-reconfiguring Pseudo Random Address Generator
4 Evaluation
5 Conclusion
References
The International Workshop on Big-data, IoT, Cloud Computing Technologies and Applications (BICTA 2022)
Path Based Subgraph Searching in Distributed Environments
1 Introduction
2 The Proposed Distributed Subgraph Searching Method
2.1 Characteristics
2.2 Distributed Query Processing
3 Performance Evaluation
4 Conclusion
References
An Analysis of Students Needs for Online Learning Classes Using Text Mining
1 Introduction
2 Related Works
2.1 COVID-19 Pandemic
2.2 Text Mining
3 An Analysis of Students Needs Using Text Mining
3.1 Students Needs
3.2 An Analysis of Students Needs
4 Conclusion
References
International Conference on Machine Learning on FinTech, Security and Privacy (MLFSP 2022)
A Study on Spatial Correlation Econometrics Analysis of the Establishment for Bank Branches
1 Introduction
2 Literature Review
2.1 Spatial Theory of Urban Local
2.2 Distribution of National Income Inequality and Aging Population
2.3 Factors Influencing the Location Selection of Financial Institutions
2.4 The Method of Bank Branches Selection Measurement
2.5 Spatial Autocorrelation Analysis
3 Research Methodology
3.1 Analysis of Spatial Distribution Characteristics
3.2 Spatial Autocorrelation Analysis
4 Experimental Results
4.1 Descriptive Statistics
4.2 Regional Distribution of the Elderly Population
4.3 Analysis of the Accessibility of the Elderly Population to Bank Resources
5 Conclusions
References
A Study on the Application of Geospatial Analysis to the Assessment of Infant Nursery Service Resources and Potential Needers
1 Introduction
2 Related Background
2.1 Taipei City Child Care Service Model Classification
2.2 Taiwan's Child Care Policy
3 Feasibility Analysis
3.1 The Accessibility of Resources Can Be Divided into Four Aspects
3.2 Measurements of Potential Space Accessibility Are Divided into Four Categories
3.3 Three Types of Mobile Search Methods
4 Spatial Analysis of the Factors Affecting the Shortage of Child Care Centers
4.1 Public Child Care
4.2 Child Care Impact Factor
4.3 Resource Accessibility
5 Source of Information
5.1 Demand Forecasting Strategy for Childcare Centers
5.2 Advanced Two-Stage Floating Search Methods
5.3 Linear Regression Mode
6 Conclusion
References
Analysis of the Frailty and High-Risk Posture of the Elderly Based on Edge Computing and Artificial Intelligence
1 Introduction
2 Related Literature
2.1 Weakness Evaluation
2.2 Sarcopenia
3 Research Methodology
3.1 Experimental Framework
3.2 BlazePose
4 Experimental Analysis and Expected Results
5 Conclusion
References
ICFC
Influence of Psychological Stress Disorder Based on Convolutional Neural Network on Rescuers
1 Introductions
2 Research on the Impact of Psychological Stress Disorder on Rescuers
2.1 Significance of Research on the Impact of Psychological Stress Disorder on Rescuers
2.2 Analysis of Related Factors of Psychological Stress Disorder
2.3 Application of Convolutional Neural Network
3 Questionnaire Survey on the Impact of Psychological Stress Disorder on Rescuers
3.1 Purpose of the Questionnaire Survey
3.2 Questionnaire Survey Process
3.3 Data Processing
4 Analysis of the Results of the Questionnaire Survey
4.1 Analysis of Regression Coefficients of Psychological Stressors and Stress Response Variables
4.2 Analysis of Regression Coefficients of Psychological Stressors and Coping Styles
5 Conclusions
References
Economic Policy Uncertainty, Innovation Investment and Enterprise Value in the Context of the Internet
1 Introduction
2 Theoretical Analysis and Research Hypothesis
2.1 The Impact of EPU on Innovation Input
2.2 The Moderating Effect of EPU on the Relationship Between Innovation Input and Enterprise Value
2.3 The Moderating Role of EPU: Differences in Financing Constraints
2.4 The Moderating Effect of EPU: The Difference of Internal Control
3 Research and Design
3.1 Sample Selection
3.2 Research Variables
3.3 Model Construction
4 Empirical Analysis
5 Robustness Test
6 Conclusions and Policy Implications
References
Executive Equity Incentives, Real Earnings Management and Audit Fees Based on Big Data Analysis
1 Domestic and Foreign Related Research on Executive Equity Incentives and Audit Fees Based on Big Data Analysis
1.1 Related Domestic and Foreign Research on Equity Incentives for Executives
1.2 An Empirical Study of Executive Equity Incentives and Audit Fees
2 Domestic and Foreign Related Research on Executive Equity Incentives and Real Earnings Management Based on Big Data Analysis
2.1 Domestic and Foreign Related Research on Real Earnings Management
2.2 An Empirical Study of Executive Equity Incentives and Real Earnings Management
3 Research on Real Earnings Management and Audit Fees at Home and Abroad Based on Big Data Analysis
4 Conclusions
References
Evaluation of Design Units Based on Grey Target Theory and Cumulative Prospect Theory
1 Introduction
2 Construct an Evaluation Model for Design Units
2.1 Grey Target Theory
2.2 Cumulative Prospect Theory
3 Establish an Evaluation Index System for Design Units
4 Empirical Analysis
4.1 Data Collection
4.2 Result Analysis
5 Conclusions and Recommendations
References
Prediction Calculation of Stock Composite Index Closing Price Based on Grey Correlation Analysis Method
1 Introduction
2 The Influencing Factors of Composite Index
3 Grey Correlation Analysis and ANFIS
3.1 Analysis of Grey Correlation
3.2 ANFSI
4 Experimental Analysis
5 Conclusion
References
A Digital Library Management System Based on Virtual Reality Technology
1 Introduction
2 The Meaning of Digital Library
3 Development Status of Domestic Digital Library
3.1 Development Status of Domestic Digital Library
3.2 Advantages and Disadvantages of Digital Library and Traditional Library
4 The Embodiment of VR Technology in Digital Library
4.1 Concept of Virtual Reality Technology
4.2 Characteristics of Virtual Reality
4.3 The Embodiment of VR Technology in Digital Library
5 The Challenges of Digital Library in the Information Age
5.1 Limitations of Book Storage Capacity
5.2 Library and Personal Information Security
5.3 Transformation of the Ability of Library Managers
5.4 Library Operating Funds are Tight
6 Development Direction of Library
6.1 Innovation of Library Management Concept
6.2 Digital Libraries Improve the Reading Environment
6.3 Promotion of Digital Library
7 Conclusions
References
Tourism Poverty Performance Evaluation Factor Analysis Model Based on Big Data Cloud Computing
1 Introduction
2 Research Design
2.1 Sample Selection and Data Sources
2.2 Interpretation and Measurement of Variables
3 Model Design
4 Empircai Analysis
4.1 Reliability and Validity Analysis
4.2 Factor Analysis
5 Conclusion
References
Improvement of University Human Resources Informatization Capabilities Under the Support of New-Generation Information Technologies Such as 5G + AI
1 Introduction
1.1 The Connotation of Next-Generation Information Technologies Such as 5G + AI
1.2 The Connotation of Human Resources Information Capability in Universities
2 Problems Existing in the Information Management of Human Resources in Universities
2.1 The Concept of Human Resource Managers in Universities Lags Behind and Lacks Awareness of Informatization
2.2 Insufficient Human Resource Management Talents in Universities and Lack of Information Technology Skills
2.3 Lack of Efficient Talent Recruitment Methods
3 Strategies for Improving Human Resources Information Capabilities of Universities Based on the Support of New-Generation Information Technologies Such as 5G + AI
3.1 Use 5G + AI Technology to Carry Out Recruitment and Scientifically Improve Work Efficiency
3.2 Improve the Informatization Capability of Human Resources Departments in Universities Through a Variety of Training Methods
3.3 Using Information Technology to Improve the Management Mode of Human Resource Performance in Universities
3.4 Enhancing the Informatization Awareness of Human Resource Managers in Universities and Realizing Informatization Management
4 Conclusion
References
Design of Rural Internet Celebrity Culture Information Management System Based on Back Propagation
1 Background
2 Implementation Basis
2.1 Principle
2.2 Analysis of Existing Technology
2.3 BP Algorithm
3 Implementation Steps
3.1 Basic Design of Database
3.2 Overall Algorithm Design
3.3 System Function Module
4 Conclusion
References
Rural Internet Celebrity Culture Online Communication System Based on Data Mining Algorithm
1 Background
2 Implementation Basis
2.1 Data Mining Algorithm
2.2 Analysis of Communication System
3 Implementation Steps
3.1 Feasibility Analysis
3.2 System Design
4 Conclusion
References
The Logic Rules for the Safety of Automatic Drive
1 Introduction
1.1 V2x
1.2 V2X Frequency Band
1.3 V2X Uu and PC5
2 Problem
3 Difficult to Know Which One is Really Crazy
4 Solution 3rd Monitor
5 Safe Mode: A- >Ta- >M
6 Conclusion
References
The Development of Intelligent English Learning System Based on Web Technology
1 Introduction
2 Research on the Development of Intelligent English Learning System Based on Web Technology
2.1 Goals and Characteristics of English Learning
2.2 Web Client Technology
3 Investigation and Research on the Development of Intelligent English Learning System Based on Web Technology
3.1 System Operating Environment
3.2 Database
3.3 Test Method
4 Analysis and Research on the Development of Intelligent English Learning System Based on Web Technology
4.1 Module Realization of the System
4.2 System Test
5 Conclusions
References
Design, Material Selection and Manufacture of Cubesat Based on Solidworks Software
1 Introduction
1.1 Background
1.2 Research Gap
1.3 Research Aims and Brief Methodology
1.4 Significance of this Research
1.5 Outline of Report Structure
2 Design Process
3 Material Selection
4 Manufacturing Process
4.1 Low-Volume Component
4.2 High Volume Component
5 Conclusion
References
Developing CUBESATS for a SpaceX’s Launcher
1 Introduction
2 Design
3 Material
4 Manufacturing
5 Specification
6 Conclusion
References
The Influence of Tooth Width on the Bending Strength of Arc Curve Cylindrical Gear Based on UG Environment
1 Introduction
2 Basic Theory Analysis of Arc Tooth Cylindrical Gear
2.1 The Basic Outline of the Arc Gear
2.2 Basic Line Rack Tooth Shape of Arc Curve Cylindrical Gear
2.3 Determine the Critical Section of Tooth Stress Concentration
3 Finite Element Stress Analysis of Bending Strength of Circular Arc Gear
3.1 Model Simplification of Arc Curve Cylindrical Gear
3.2 Influence of Tooth Width on Bending Strength Stress of Arc Curve Cylindrical Gear
4 Conclusions
References
Moving Target Detection and Tracking Technology Based on Genetic Algorithm
1 Introduction
2 Moving Target Detection and Tracking Technology Based on Genetic Algorithm
2.1 Image Preprocessing
2.2 Classical Moving Target Detection Methods
2.3 Operation Steps of Genetic Algorithm
3 Experiment
3.1 Binary Coding of Chromosomes
3.2 Determination of Adaptation Planning
3.3 Determination of Convergence Conditions
4 Discussion
5 Conclusions
References
Construction of Smart Classroom Model for English Learning in the Internet-Based Era: A Multimodal Perspective
1 Introduction
2 English Teaching Ecology in the Internet-Based Era
3 Construction of Multimodal Smart Classroom Model
3.1 Construction Rationale
3.2 Multimodal Smart Classroom Model
4 Application of the Multimodal Smart Classroom Model
4.1 Research Design
4.2 Discussion and Analysis
5 Conclusion
References
Risk Management and Prevention of Enterprise Project Investment and Financing Under the Background of Big Data and Internet of Things
1 Introduction
2 Related Work
2.1 Research on the Background of the Era of Big Data and the Internet of Things
2.2 Enterprise Project Investment and Project Financing
2.3 Enterprise Project Risk Management and Preventive Measures
3 Questionnaire and Research
3.1 Questionnaire Design Process
3.2 Questionnaire Survey Content
3.3 Related Algorithms
4 Analysis and Discussion
4.1 Analysis of Risk Factors
4.2 Analysis of Risk Prevention Measures
5 Conclusion
References
Risk and Return of Securities Investment in the Context of Big Data and Artificial Intelligence
1 Introduction
2 The Risks and Benefits of Securities Investment in the Context of Big Data and Artificial Intelligence
2.1 Securities Investment
2.2 Venture Capital
3 Experiment
3.1 Solution to the Gray Multi-objective Programming Model of Securities Investment
3.2 Experimental Verification
3.3 Granger Causality Test
4 Analysis of Experimental Results
4.1 Comparison and Analysis of Grey Multi-objective Programming Model and Markowitz Model
4.2 Descriptive Statistics of the Sequence
4.3 The Relationship Between Risk Coefficient and Return
5 Conclusion
References
Public Supervision System of Power System Enterprises in Electric Power System Reform Under the Internet Background
1 Introduction
2 Demands for Public Supervision of Power Companies at this Stage
3 Public Supervision Measures for Power Grid Companies Under the New Situation
4 Conclusion
References
Grid Digital Infrastructure Development System Under the Background of Internet
1 Introduction
2 Analysis of the Development Environment of the New Digital Infrastructure of Jilin Power Grid
2.1 Environmental Analysis of the Development of “New Technology Application”
2.2 Environmental Analysis of the Development of “Big Data Center”
2.3 Environmental Analysis of the Development of “Industrial Internet”
3 Conclusion
References
Appearance Design of Power Supply and Consumption Equipment in Ancient City
1 Introduction
2 Analysis of Exterior Configuration of Substation and Transformer
3 Analysis of Appearance Configuration of Air Conditioning and Lighting Equipment
3.1 Double Open Window Layout of Air Conditioning Outdoor Unit
3.2 Layout of Yard Lamps and Lighting Equipment
3.3 Arrangements of Public Courtyard Lighting
4 Analysis of Appearance Configuration of Street Lamps and Landscape Lighting
5 Analysis of the Appearance Configuration of Bare Lines
References
Analysis and Design of Imago Leading Model of Skill Representation of Yoga Athlete Based on Spatial Skeleton Timing Diagram
1 Spatial Skeleton Timing Diagram Model
1.1 Estimation of Human Body Pose
1.2 Time Series Identification
2 Type and Content of Imago Leading of Skill Representation of Yoga Athletes
3 Main Types and Different Features at Four Stages of Imago Formation Used by Yoga Athletes
3.1 Beginner Stage
3.2 Basic Mastery Stage
3.3 Proficiency Stage
3.4 Personalization Stage
4 Imago Leading Model for Skill Representation of Yoga Athletes
4.1 Mental Imago Leading
4.2 Physical Sign Leading
4.3 Tactile Sensory Leading
5 Conclusions
References
Application of Topsis Method in Comprehensive Evaluation of Equipment Camouflage Ability
1 Introduction
2 Topsis Method
2.1 Store the Original Data in the Form of Matrix
2.2 The Evaluation Indicators are Converted into the Same Trend
2.3 Obtain the Gauge Matrix by Vector Normalization Method
2.4 Constitute a Weighted Decision Matrix Z, where Element zij is
2.5 The Index Ideal Value Z+ and Negative Ideal Value Z- are Determined According to the Decision Matrix
2.6 Euclidean Formula is Used to Calculate the Distance Between the Index Value of Each Scheme and the Ideal Value and the Negative Ideal Value [7]
2.7 Calculate the Degree of Proximity Between the Programmes and the Desired Values:
2.8 (8) the Advantages and Disadvantages of the Arrangement Scheme According to the Size of Ci
3 Comprehensive Evaluation of Equipment Camouflage Ability
3.1 Normalize the Data and Form a Weighted Decision Matrix
3.2 Determine the Ideal Value and Negative Ideal Value of Indicators
3.3 See Table 2 for the Distance Between the Index Value of Each Batch of Air Defense Missiles and the Ideal Value and the Negative Ideal Value
4 Conclusion
References
Research into Curriculum Construction Platform of Computer Major Based on Intelligent Algorithm
1 Introduction
2 Framework of Curriculum Construction Platform of Computer Major Based on Intelligent Algorithm
3 Design of Curriculum Construction Platform for Computer Major
3.1 User Curriculum Design Module
3.2 Personalized Curriculum Design Optimization Module
4 Conclusions
References
Under the Information Age: Impacting of Digitalization on Innovation Performance of Manufacturing Companies
1 Introduction
2 Theoretical Analysis Framework and Hypothesis Model
3 Research Design
3.1 Study Screening of Samples
3.2 Variable Definitions and Measurement
3.3 Empirical Study
4 Consequence and Policy Recommendations
References
Multidimensionality of Digital Media Art Based on Maya MEL Language
1 Introduction
2 Multidimensionality of Digital Media Art Based on Maya MEL Language
2.1 Maya MEL Technology
2.2 Properties of Digital Media Art
2.3 Features of Multi-dimensional Digital Media Art
3 Experiment
3.1 Custom Dialog Design
3.2 Particle System Design
3.3 Node Design
4 Discussion
5 Conclusions
References
Music Performance Score Database on Account of Fusion Algorithm
1 Introduction
2 Research on the Design and Development of Music Performance Score Database on Account of Fusion Algorithm
2.1 Fusion Algorithm
2.2 Design and Development of Music Performance Score Database on Account of Fusion Algorithm
3 Research on the Design and Development Effect of Music Performance Score Database on Account of Fusion Algorithm
3.1 Functional Analysis Method
3.2 Analysis Process
3.3 Formula Involved
4 Investigation and Research Analysis of the Design and Development of Music Performance Score Database on Account of Fusion Algorithm
4.1 Analysis and Analysis
5 Conclusions
References
User Portrait Based on Artificial Intelligence
1 Introduction
2 User Portrait Label and Recommendation System Design
2.1 Label Source and Classification of User Portraits
2.2 Analysis of Design Requirements of User Portrait Recommendation System
2.3 User Interest Prediction Model
3 System Design
3.1 System Structure Design
3.2 Database Design
4 Testing and Application of User Portrait Recommendation System Based on Artificial Intelligence
4.1 System Test
4.2 System Application
5 Conclusion
References
Digital Culture Communication Based on Recommendation Algorithm
1 Introduction
2 Research on Digital Culture Communication Based on Recommendation Algorithm
2.1 Personalized Recommendation System
2.2 Collaborative Filtering Recommendation Algorithm
2.3 Improvement of Data Sparsity Problem Based on Collaborative Filtering Algorithm
3 Investigation and Research on Digital Culture Communication Based on Recommendation Algorithm
3.1 Recommendation System
3.2 Improved Collaborative Filtering Recommendation Algorithm for Digital Cultural Resources
3.3 Evaluation Indicators
4 Analysis and Research of Digital Culture Communication Based on Recommendation Algorithm
4.1 Algorithm Application in Digital Culture Recommendation System
4.2 Recommended Quality Test
5 Conclusions
References
Financial Data Management System Based on Genetic Algorithm
1 Introduction
2 Method
2.1 Genetic Algorithm
2.2 Financial Data Management System
2.3 Selection Operator
3 Experience
3.1 Object Extraction
3.2 Experimental Analysis
4 Discussion
4.1 System Test
4.2 Performance Test
5 Conclusion
References
Action Image Recognition and Classification System Based on SIFT Algorithm
1 Introduction
2 SIFT Algorithm and Image Recognition Classification
2.1 SIFT Feature Extraction
2.2 Image Recognition Classification
3 Software and Hardware Design of Motion Image Recognition and Classification System Based on SIFT Algorithm
3.1 Co-design of Software and Hardware
3.2 System Hardware Part Design
3.3 Part of the System Software Design
4 System Application
4.1 Analysis of Image Recognition Matching Effect
4.2 Classification Accuracy Experiment
5 Conclusion
References
Automatic Recognition and Correction System of Running Action Based on Computer Vision Technology
1 Introduction
2 Automatic Recognition and Correction System of Running Action Based on Computer Vision Technology
2.1 Human Motion Detection Method
2.2 Human Action Recognition Method
3 Experiment
3.1 System Requirements
3.2 Image Preprocessing
3.3 Calculation of Joint Angular Acceleration
3.4 Sample Comparison
4 Discussion
5 Conclusions
References
Intelligent Application of Digital Information Technology Based on Top-N Recommendation Method
1 Introduction
2 Literature Review
3 Theoretical Analysis
3.1 Item-Based Collaborative Filtering Algorithm
3.2 Improvement of Collaborative Filtering Algorithm
3.3 Collaborative Filtering Algorithm Evaluation Index
4 Data Sources and Descriptive Statistics
4.1 Data Sources
4.2 Descriptive Statistical Analysis of Data
5 Intelligent Application of Digital Information Technology
5.1 News Client Recommendation Model Construction and Evaluation
5.2 Recommend News to New Users
6 Research Conclusions and Prospects
References
Intelligent Analysis Method of Sports Training Posture Based on Artificial Intelligence
1 Introduction
2 Human Pose Estimation Analysis Method
2.1 Kinect Sensor
2.2 Attitude Estimation Method for Sports Training
2.3 Human Silhouette Edge Feature Extraction
3 Design of Sports Training Posture Assistant Analysis System Based on AI
3.1 System Function Design
3.2 System Module Composition
4 System Application
4.1 Algorithm Accuracy Verification
4.2 Analysis of System Application Results
5 Conclusion
References
Theoretical and Practical Analysis of the Construction of Cultural Heritage Corridors Based on the Background of Computer Technology
1 The Theoretical Basis of the Cultural Heritage Corridor
1.1 The Idea of a “Cultural Corridor”
1.2 Meaning Analysis
2 Construction Mode of Cultural Heritage Corridor
3 Practical Research on the Construction of Cultural Heritage Corridor
3.1 Vigorously Promote the Practical Application of the “Heritage Corridor” Protection Strategy
3.2 Carry Out Special Research on the Protection Objects of the Yunnan-Tibet Corridor Cultural Corridor
4 We Will Formulate an Overall Plan for the Protection and Construction of the Cultural Heritage Corridor of the Yunnan-Tibet Corridor
5 Conclusion
References
Development of Hybrid Recommendation Model for Online Shopping Based on Machine Learning
1 Introduction
2 Review of Literature
3 Data Pre-processing
4 Data Analysis
4.1 Assumptions
4.2 Basic Analysis Model of Sentiment Intensity
4.3 The Index of Review’s Utility
4.4 Correlation Analysis
4.5 Identifying Influential Words via Post-LASSO
5 Sensitivity Analysis
6 Conclusions
References
Design of Computer Aided LT System Based on Improving GLR Algorithm
1 Introduction
2 Proposed Method
2.1 LR Algorithm
2.2 GLR Algorithm
2.3 The Concept of Computer-Aided Teaching
3 Experiments
3.1 Experimental Content
3.2 Experimental Methods
4 Discussion
4.1 Investigation Results and Analysis of Using Computer-Aided LT Technology
4.2 Feasibility Analysis of Computer-Aided Business English Writing Teaching Scheme Design
5 Conclusions
References
Optimization Strategy of Logistics Distribution Efficiency Based on Hybrid Ant Colony Algorithm
1 Introduction
2 Asymmetric Fingerprinting
2.1 Adjustment of Constant-Dew-Point, Constant-Air-Volume and Changing Supply-Air-State
2.2 Combination of Hybrid Ant Colony Algorithm and Logistics Distribution Model
3 Experimental Research
3.1 Experimental Purpose
3.2 Experimental Method
4 Analysis of Experimental Results
4.1 Implementation of Hybrid Ant Colony Algorithm
4.2 Analysis of Factors of Logistics Distribution Efficiency
4.3 Strategies to Improve the Efficiency of Logistics Distribution
5 Conclusions
References
A Model of the Influence of Network Language on Chinese Language and Culture Based on Particle Swarm Optimization
1 Introduction
2 Influence of Network Language on Chinese Language Culture
2.1 The Theme of the Use of Network Language Lacks Normative Awareness and Cultural Identity Awareness
2.2 Hazards to the Formation of Chinese Culture
2.3 Particle Swarm Optimization
3 Network Language Campus Communication Survey
3.1 Survey Objectives
3.2 Data Processing
4 Findings and Analysis
4.1 Communication of Internet Language Between Students and New Media
4.2 Use of Internet Language Class
5 Conclusions
References
Modeling Technology of Aerobics Intelligent Network Teaching System Based on VR Technology
1 Introduction
2 Related Theoretical Overview and Research
2.1 The Goal of Intelligent Network Teaching of Aerobics
2.2 Situational Teaching under VR Technology
3 Experiment and Research
3.1 Experimental Method
3.2 Experimental Requirements
4 Analysis and Discussion
4.1 Comparative Analysis of the Teaching Results of Aerobics Courses
4.2 Analysis of the Accuracy Rate of the Teaching Results of Aerobics Courses
5 Conclusions
References
AI-Based Adult Education Model
1 Introduction
2 AI-Based Adult Education Model
2.1 Characteristics of Adult Education
2.2 Current Situation of Adult Education
3 Experiment
3.1 Experimental Subjects
3.2 Experimental Process
3.3 Data Processing
4 Discussion
4.1 Survey Results
4.2 Building an Adult Education Model
5 Conclusions
References
Application of CORS Measurement Technology in Engineering Measurement
1 Composition of the Integrated Navigation Service System
2 Characteristics and Advantages of Integrated Remote Sensing Technology
3 The RTK System Principle and Structure
4 CORS Classify
5 CORS Utility Value
6 Application of C O R S Technology in Practical Engineering Survey
6.1 Effective Measurement Control
6.2 Large-Scale Bar Chart
6.3 Terrain Diagram
7 Conclusion
References
Application of Remote Sensing and Geographic Information System Technology in Wetland Research
1 Survey of Wetland Resources
2 Study on Spectral Characteristics of Wetland
3 Study on Wetland Classification Methods
4 Wetland Geographic Information System
4.1 System Hardware Structure and Theoretical Algorithm
5 Conclusion
References
Analysis of Space-Time Characteristics of Power Load on Offshore Platform Based on Clustering by Fast Search and Find of Density Peaks (CFSFDP)
1 Introduction
2 Methodology
2.1 CFSFDP
2.2 Improved CFSFDP Algorithm
2.3 Evaluation Index
3 Validation and Evaluation
3.1 Models of Simulation
3.2 Comparison of Clustering Results
4 Conclusions
References
Design of Fuzzy System for Garbage Classification Based on Optimization Algorithm
1 The Introduction
2 Trash Can Configuration Optimization Model
2.1 Optimization of Garbage can Quantity
2.2 Optimization of Trash Bin Position
3 Optimization Model of Garbage Classification Facility Configuration in Colleges and Universities
4 The Experiment
4.1 Optimization of Garbage Allocation and Distribution in Colleges and Universities
4.2 Optimization of Garbage Classification Standard
4.3 Evaluation of the Existing Garbage System in Colleges and Universities
5 Conclusion
References
Awareness Behavior Algorithm of Garbage Classification Based on Multiple Linear Regression Model
1 The Introduction
2 Theoretical Framework and Research Hypothesis
3 Constructing a Model of Factors Influencing the Behavior of Campus Waste Separation Awareness
3.1 Computational Models
3.2 Data Collection and Sample Characteristics
4 Data Analysis and Model Testing
4.1 Reliability and Validity of the Scale
4.2 Factors Influencing Students' and Faculty's Awareness Behavior of Waste Separation in Higher Education
4.3 The Effect of Moderating Variables on the Awareness Behaviors of Students and Faculty Members on Waste Separation Within Colleges and Universities
5 Conclusions and Recommendations
References
Fuzzy Computing Model of Music Emotion on Account of Machine Learning Algorithm
1 Introduction
2 Design and Exploration of Fuzzy Computing Model of Music Emotion on Account of Machine Learning Algorithm
2.1 Machine Learning Algorithm
2.2 Fuzzy Computing Model of Music Emotion Based on Machine Learning Algorithm
3 Exploring the Effect of Fuzzy Computing Model of Music Emotion on Account of Machine Learning Algorithm
4 Investigation and Research Analysis of Fuzzy Computing Model of Music Emotion on Account of Machine Learning Algorithm
5 Conclusions
References
Construction of TCM Syndrome Model Based on Multiple Information Processing Methods
1 Introduction
2 Data and Methods
2.1 General Information
2.2 Method
2.3 Observation Indicators
3 Results
3.1 Investigation on the Basic Situation of Patients
3.2 Investigation on Recognition Accuracy of BP Neural Network
3.3 SVM Support Vector Machine Recognition Accuracy Survey
4 Discussion
5 Conclusions
References
Online Loan Default Prediction Model Based on Deep Learning Neural Network (NN)
1 Introduction
2 Online Loan Default Prediction Model Based on Deep Learning NN
2.1 Analysis on the Main Causes of Online Loan Default Risk
2.2 Theoretical Basis for Deep Learning Convolution NN Model Selection
2.3 Planning of Default Risk Prediction Scheme of Online Loan
3 Deep Learning NN Algorithm
4 Experimental Analysis of Online Loan Default Prediction Model
5 Conclusions
References
Data Intelligent Reconstruction of the Practice Path of Media Information Ecology Based on Artificial Intelligence
1 Introduction
2 Machine Comprehension: Understanding Users and Information
2.1 Algorithm Logic Supports the Realization of Machine Comprehension
2.2 Media Uses Data Intelligence to Optimize Information and User Comprehension
3 Three Directions of Data Intelligence Reconstructing Media Information Ecology
3.1 Intelligent Information Production
3.2 Intelligent Information Distribution
3.3 Intelligent Information Management
4 Data Intelligence Brings New Problems to Media Information Ecology
4.1 User Privacy and Security Issues
4.2 Human-Machine Relationship Issues
5 Conclusion
References
Design and Research of Stock Selection Optimization System Based on Big Data
1 Introduction
2 Design Procedure of Stock Selection Optimization System
3 Design of Stock Selection Optimization System Based on Big Data
3.1 Composition of the Stock Selection Optimization System
3.2 Detailed Design of Stock Selection System Based on Big Data
4 Conclusion
References
Real Estate Price Evaluation System Based on BP Neural Network Algorithm
1 Introduction
2 Real Estate Price Evaluation System Based on BP Neural Network Algorithm
2.1 Commonly Used Real Estate Valuation Methods
2.2 Establishment of BP Neural Network Model
3 Experiment
3.1 System Management Module
3.2 Valuation Basic Information Module
3.3 Real Estate Information Collection Module
3.4 Housing Price Evaluation Module
4 Discussion
5 Conclusions
References
Predictive Analysis of Students’ Mental Health Status Based on BP Neural Network
1 Introduction
2 BP Neural Network and Mental Health Indicators
2.1 BP Neural Network
2.2 Student Mental Health Index System
3 Experiment Preparation
3.1 Research Ideas of Neural Network Prediction Model
3.2 Sample Data Set Establishment
4 Analysis of Experimental Results
4.1 Mental Health Assessment of Minority Students
4.2 Mental Health Assessment of Most Students
5 Conclusion
References
Influence Analysis of the New Media Development on the Educational Resources Balance
1 Introduction
2 Literature Review
2.1 Status of Domestic Research
2.2 Status of Foreign Research
3 Methods
3.1 Model of Educational Resource Balance Analysis Under New Media Development
3.2 Improvement of Teaching Observation Platform
4 Results
5 Discussion
6 Conclusion
References
Online Questioning Model Construction of Online Teaching Platform Based on New Media Communication
1 Introduction
2 Online Questioning Model Construction of Online Teaching Platform based on New Media Communication
2.1 Analysis of Current Teaching Methods
2.2 Analysis and Design of Online Questioning Platform for Online Teaching Platform Based on New Media Communication
3 Results
4 Discussions
4.1 Discussion on the Advantages of New Media Platform in Teaching
4.2 The Challenge of Teaching Development in the New Media Environment
5 Conclusions
References
System Design of Vocal Music Teaching Platform Based on Virtual Reality Technology
1 Introduction
2 Research on the Optimization Design of Vocal Music Teaching Platform Based on Virtual Reality Technology
2.1 Optimization of Core Functional Modules
2.2 Interaction in Vocal Music Teaching
3 Investigation and Research on the Optimal Design of Vocal Music Teaching Platform Based on Virtual Reality Technology
3.1 Design of VR Vocal Music Teaching Platform
3.2 Rendering of Models During Development
4 Analysis and Research on the Optimal Design of Vocal Music Teaching Platform Based on Virtual Reality Technology
4.1 Technical Realization of Courseware
4.2 Platform Application Survey
5 Conclusions
References
Source Number Enumeration Approach Based on CEEMD
1 Introduction
2 Theoretical Knowledge of EMD and CEEMD
2.1 EMD
2.2 CEEMD
2.3 Comparison of EMD and CEEMD
3 Improved Source Enumeration Algorithm
4 Experiment and Analysis
4.1 Correct Detection Probability at Different SNR
4.2 Correct Detection Probability at Different Snapshots
5 Conclusion
References
Construction of Digital Management System of Five Education Simultaneously for University Students Based on Information Technology
1 Introduction
2 A Review of Research Status in China and Other Countries
3 The Construction of Digital Evaluation System Model of Five Education Simultaneously
4 The Effective Pathway Exploration of Digital Management System of Five Education Simultaneously
4.1 The Management Mechanism of Digital System of Five Education Simultaneously
4.2 The Operation Mechanism of Digital System of Five Education Simultaneously
4.3 The Operation Mechanism of the Digital System of Five Education Simultaneously
4.4 The Evaluation Mechanism of Digital System of Five Education Simultaneously
5 Conclusion
References
Multi-modal English Corpus Construction Based on Net Information
1 Introduction
2 Multi-modal English Corpus Research
2.1 Corpus Extraction
2.2 Construction Process of the Corpus
3 Construction of Multi-modal English Corpus
3.1 Construction of Hierarchical Semantics
3.2 Establishment of Knowledge Base
3.3 Corpus Recovery
3.4 Context Vector Construction
4 Corpus Testing
5 Conclusions
References
Overview on E-Government and Digital City from the Perspective of Blockchain
1 Introduction
2 Blockchain Technology
2.1 Definition of Blockchain
2.2 Blockchain Infrastructure
2.3 Blockchain Application
3 Consider and Analysis on the Function of Blockchain in Digital City and E-Government
3.1 Distributed Ledger
3.2 Consensus Mechanism
3.3 Security Mechanisms – Cryptography
3.4 Encryption Mechanism
3.5 Smart Contracts and Digital Identities
4 Construction of E-Government
4.1 Planning
4.2 Management
4.3 Integration
4.4 Operation
5 Conclusion
References
Online Reading Experience of Foreign Literature Based on the Background of Internet Technology
1 Introduction
2 Online Reading Experience of Foreign Literature Based on the Background of Internet Technology
2.1 Demand Analysis of the Online Reading Platform of Foreign Literature Based on the Background of Internet Technology
2.2 Internet-Based Technology Background of Foreign Literature Online Reading Platform System Architecture Design
2.3 Specific Function Design
3 Survey on Users’ Experience of Online Reading Platform for Foreign Literature
3.1 Questionnaire Design
3.2 Data Collection
4 Experimental Data Analysis
4.1 Analysis of the Basic Situation of the Sample
4.2 Satisfaction of Users with the Platform
5 Conclusions
References
Campus Administrative Management Information System Based on J2EE
1 Introduction
2 J2EE Overview and System Construction
2.1 J2EE Platform Architecture
2.2 Necessity of System Construction
2.3 Prediction Error and Accuracy
3 System Design
3.1 System Logic Structure Design
3.2 Functional Module Design
4 System Testing and Implementation
4.1 System Test
4.2 Login Implementation
5 Conclusion
References
Education Model for Innovation and Entrepreneurship in College Students Based on Multi-level Logistic Regression
1 Introduction
2 Establishment of Multi-level Logistic Regression Model
3 Examples and Results Analysis
4 Conclusions
References
Biological Fermentation Process Control on Account of Swarm Intelligence Algorithm
1 Introduction
2 Design and Exploration of Biological Fermentation Process Control on Account of Swarm Intelligence Algorithm
2.1 Swarm Intelligence Algorithm
2.2 Swarm Intelligence Algorithm - Basic Parameters of the Lion Pride Algorithm
2.3 Research on Biological Fermentation Process Control Based on Swarm Intelligence Algorithm
3 Research on the Control Effect of Biological Fermentation Process on Account of Swarm Intelligence Algorithm
4 Investigation and Research Analysis of Biological Fermentation Process Control on Account of Swarm Intelligence Algorithm
5 Conclusions
References
A Ground Elevation and Canopy Height Retrieval Framework with ICESat-2 Photon-Counting LiDAR Data
1 Introduction
2 Study Area and Data
2.1 Study Area
2.2 ATLAS Data
2.3 In Situ Data
3 Algorithms
3.1 Photon-Counting Data Spatial Distribution Analysis and Hypothesis
3.2 Rough Noise Removal
3.3 Accurate Noise Removal
3.4 Anomaly Signal Photon Elimination
4 Results
5 Conclusion
References
Design of Intelligent Campus Guidance System Under the Background of Internet
1 Introduction
2 Research on the Design of Smart Campus Guidance System Under the Background of Internet
2.1 Smart Campus
2.2 Research on Guiding Logo Design of Colleges and Universities in the Context of Smart Campus
3 Research on the Design Effect of Smart Campus Guidance System Under the Background of Internet
3.1 Design Principles of Smart Campus Guidance System
4 Investigation, Research and Analysis on the Design of Smart Campus Guidance System Under the Background of Internet
5 Conclusions
References
Intellective Site System of University Library on Account of Elevated Apriori Algorithm (AA)
1 Introduction
2 Research on Intellective Site System of University Library on Account of Elevated AA
2.1 On Account of Elevated AA
2.2 Research on Intellective Orientation System of University Library
3 Research on the Research Effect of Intellective Site System of University Library on Account of Elevated AA
3.1 Case Analysis
3.2 Brief Analysis
3.3 The Formula
3.4 Theories Involved
4 Investigation and Research Analysis of Intellective Orientation System of University Library on Account of Elevated AA
4.1 Test Analysis
5 Conclusions
References
aMLP-ReID: A Vision MLP Architecture Mixed Linear Attention for Person Reid
1 Introduction
2 Related Work
2.1 Reid Task
2.2 Vision Transformer
2.3 Vision MLP Models
3 Method
3.1 Main Structure
3.2 MAL Layer
3.3 Additional Details and Data Sets
3.4 Experiment Result
3.5 Ablation Experiment
3.6 Comparison with Other Models
4 Conclusion
References
Financial Data Analysis Methods Research Based on Artificial Intelligence
1 Introduction
2 Financial Data and Their Characteristics
2.1 Data and Value
2.2 Urgency of Financial Data Value Mining
2.3 Characteristics of Financial Data and Their Impact on Value Mining
3 Traditional Financial Data Analysis Method and Its Limitations
4 Financial Data Analysis Based on Artificial Intelligence
4.1 Artificial Intelligence (AI) and Financial
4.2 Artificial Intelligence and Financial Data Analysis
5 Conclusion
References
Visual Communication Optimization System Based on Image Processing Technology
1 Introduction
2 Research on Optimal Design of Visual Communication Based on Image Processing
2.1 Principles of Visual Communication Design
2.2 Characteristics of Visual Communication Design
2.3 Spatial Adaptive Image Leveling Algorithm
3 Experimental Research on Visual Communication Optimization Based on Image Processing
3.1 System Evaluation - Ensuring the Realization of Design Goals
4 Experiment Analysis of Visual Communication Optimization Based on Image Processing
4.1 Image Test Quantitative Results
4.2 Comparison of Image Smoothing Algorithms
5 Conclusions
References
Economic and Trade Cooperation (EATC) Based on Data Fusion Algorithm on High-Quality Industrial Development
1 Introduction
2 Influence of EATC Based on Data Fusion Algorithm on High-Quality Industrial Development
2.1 Data Fusion Classification
2.2 Analysis on the Internal Force of the Basic Development Conditions of the EATC Zone
2.3 Strategic Guarantee Measures for Development Projects of EATC Zone
3 Data Fusion Algorithm
4 Experimental Investigation and Analysis of EATC on High-Quality Industrial Development
5 Conclusions
References
AThe Impact of Personalized Recommendation Based on Algorithm Mechanism on New Media Communication
1 Introduction
2 Design Research on the Impact of Personalized Recommendation Based on Algorithm Mechanism on New Media Communication
2.1 The Central Principle of the Push Mode
2.2 Particle Swarm Optimization
3 An Experimental Study on the Impact of Personalized Recommendation Based on Algorithm Mechanism on New Media Communication
3.1 The Problem of Homogenization of News Client Push Mode
3.2 Personalized Recommendation Measures
4 Experimental Analysis of the Impact of Personalized Recommendation Based on Algorithm Mechanism on New Media Communication
4.1 Basic Usage
4.2 User Feedback
5 Conclusions
References
The Application and Dissemination Path of Intelligent Algorithm Big Data Analysis in Film and Television Creation
1 Introduction
2 Related Theoretical Overviewand Research
2.1 The Application and Dissemination Path of FTC
2.2 Theoretical Introduction of Intelligent Algorithm Big Data
3 Experimentand Research
3.1 Experimental Method
3.2 Experimental Requirements
4 Analysisand Discussion
4.1 Analysis of FTC and Dissemination Efficiency Under Intelligent Algorithm
4.2 Analysis on the Accuracy of FTC and Communication
5 Conclusions
References
Digital Technology Drives the Transformation and Upgrading of Platform Corporate Social Responsibility Governance System
1 Introduction
2 Digital Technology Drives the Transformation and Upgrading of Platform Corporate Social Responsibility Governance System
2.1 Connotation of Platform Enterprise
2.2 Social Responsibility Governance Logic of Platform Enterprises
2.3 Transformation and Upgrading of the Platform’s Corporate Social Responsibility Governance System
3 Conclusion
References
Hybrid Teaching Model of Internet Marketing Gold Course: Based on Chaoxing Information Technology
1 Introduction
2 Hybrid Teaching
3 Chaoxing Xuexitong Course Platform
4 Design and Implementation of Internet Marketing Gold Course Hybrid Teaching Model Based on Chaoxing Platform
4.1 Design of Hybrid Teaching Mode for Internet Marketing Gold Course
4.2 Implementation of the Internet Marketing Gold Course Hybrid Teaching Model
5 Conclusions
References
Deep Learning for FM-Based Recommendation: A Systematic Study on DeepFm and Its Application
1 Introduction
2 Background and Principle of DeepFm
3 A Systematic Study on DeepFM-Related Work
4 Multi-perspective Discussion
5 Conclusion
References
Application-Oriented Undergraduate College Teachers’ Teaching Evaluation System Based on Network Platform
1 Introduction
2 System Design Analysis
2.1 The Inevitability of the Design of the TE System Based on the Network Platform
2.2 General Introduction of the System
2.3 Score Statistics
3 System Design
3.1 System Network Architecture Design
3.2 System Function Module Design
4 System Testing and Implementation
4.1 System Performance Test
4.2 Implementation of Teaching Evaluation Result Processing Module
5 Conclusion
References
Smart Sports (SS) Service Big Data Platform (BDP) Based on Java
1 Introduction
2 Construction of SS Service BDP Based on Java
2.1 SS
2.2 Design of Intelligent Sports System Based on Java
2.3 Construction of SS Service BDP Based on Java
3 Research Methods of SS Big Data Service Platform
4 Experimental Test and Analysis
5 Conclusions
References
The Impact Mechanism of Blockchain Technology on Financial Risk
1 Introduction
2 The Impact Mechanism of Blockchain Technology on Financial Risks
2.1 Public Perception
2.2 Application Scenarios
2.3 Virtual Currency Bubble
3 Conclusion
References
Agricultural Product Quality and Safety Monitoring System Based on Blockchain Technology
1 Introduction
2 Research on Agricultural Product Quality and Safety Monitoring System Based on Blockchain Technology
2.1 Blockchain
2.2 Key Technologies for Traceability of Agricultural Product Quality and Safety
3 Investigation and Research on Agricultural Product Quality and Safety Monitoring System Based on Blockchain Technology
3.1 System Architecture
3.2 System Network Structure
4 Analysis and Research of Agricultural Product Quality and Safety Monitoring System Based on Blockchain Technology
4.1 System Function Module Division
4.2 Quality Monitoring Management
5 Conclusions
References
3D Modeling in Virtual Simulation Technology
1 Introduction
2 Research on Virtual Simulation Technology of 3D Modeling
2.1 Virtual Reality Technology
2.2 3D Terrain Modeling
3 Investigation and Research on Virtual Simulation Technology of 3D Modeling
3.1 Modeling Process
3.2 Create the Building Model
4 Analysis and Research on Virtual Simulation Technology of 3D Modeling
4.1 DEM Data
4.2 3D Modeling
5 Conclusions
References
Big Data Personalized Recommendation Algorithm Based on Hadoop e-Commerce Platform
1 Introduction
2 Hadoop and Personalized Recommendation Algorithms
2.1 Hadoop Ecosystem
2.2 System Filtering Recommendation Algorithm
3 Hadoop Based Recommendation Module Construction
3.1 Data Acquisition Module
3.2 Recommended Processing Module
3.3 Simulation Test
4 Conclusions
References
Architecture of Pension Service Platform on Account of Machine Learning and Big Data Analysis
1 Introduction
2 Design and Exploration of the Architecture of the Pension Service Platform on Account of Machine Learning and Big Data Analysis
2.1 Machine Learning Algorithm
2.2 Big Data Analysis
2.3 Research on the Architecture of the Pension Service Platform on Account of Machine Learning and Big Data Analysis
3 Research on the Architectural Effect of the Pension Service Platform on Account of Machine Learning and Big Data Analysis
4 Investigation and Research Analysis of the Architecture of the Pension Service Platform on Account of Machine Learning and Big Data Analysis
5 Conclusions
References
Construction of Data Mining System of E-Commerce Platform Under Smart City Pension Model
1 Introduction
2 Related Theoretical Overview and Research
2.1 EP Data Mining System
2.2 Introduction to Theory of Data Mining
3 Experiment and Research
3.1 Experimental Method
3.2 Experimental Requirements
4 Analysis and Discussion
4.1 Precise Analysis of EP Data Push
4.2 EP User Product Preference Analysis
5 Conclusions
References
K-means Clustering Algorithm in Dormitory Allocation of College Students
1 Introduction
2 Research on the Current Situation of Student Dormitory Allocation
3 Introduction of k-means Clustering Algorithm
3.1 Introduction of k-means Clustering Algorithm
3.2 Analysis of k-means Algorithm Clustering
4 Application of K-means Clustering Algorithm in Dormitory Allocation of College Students
4.1 Data Source and Processing
4.2 Clustering Process
4.3 Interpretation of Clustering Results
4.4 Realization of College Student Dormitory Allocation Based on Big Data Algorithm
5 Summary
References
The Application of Computer Technology in English Writing Teaching
1 Introduction
2 Importance of Adopting Computer Technology
3 Traditional English Writing Teaching Methods
4 Application of Computer Technology Principles
4.1 Promote Active Learning Principles
4.2 Principles of Personalized Requirements
5 The Application of Computer Technology in English Teaching
5.1 Optimize the Way of Exercise Review
5.2 Create a Real Learning Situation
5.3 Students Become the Protagonist
5.4 Reform the Classroom Teaching Mode
5.5 Expand the Language Input Volume
6 Conclusion
References
Exploration of Administrative Management Informatization
1 Preface
2 Characteristics of Big Data Technology
2.1 Multiple Variety of Data
2.2 The Amount of Information is Relatively Large
2.3 It is Difficult to Determine the Use Value
3 Characteristics of Administrative Management Informatization
3.1 Data Collection Application Was not Included in the Study Category
3.2 Information System Needs to Be Improved
3.3 Management Mode is Relatively Old
3.4 Lack Facilities Associated with Big Data Information
4 Administrative Management Information Strategy
4.1 Upgrade the Information Collection Technology
4.2 Establish and Improve the Information System
4.3 Innovate the Relevant Management Mode as Soon as Possible
4.4 Strengthen Infrastructure Construction
5 Conclusions
References
Implementation on Spark Based Self-service Drug Purchase Platform for Disease Diagnosis and Treatment
1 Introduction
2 The Core Technology of Self-service Drug Purchase Platform
2.1 Technical Support
2.2 Resilient Distributed Datasets
2.3 Directed Acyclic Graph
2.4 Spark Architecture
3 The Core Competitiveness of Self-service Drug Purchase Platform
3.1 Optimal Path Planning
3.2 Personalized Customization Service
3.3 Quick Drug Query and Recommendation
4 Conclusions and Outlook
References
Tourism Big Data System Based on SSM
1 Introduction
2 System Overall Principle
2.1 Friendly User Interface
2.2 Practicality
3 SSM (Spring + SpringMVC + MyBatis) Framework Introduction
3.1 Introduction to Spring
3.2 Introduction to SpringMVC
3.3 Introduction to Mybatis
3.4 Introduction to Maven
4 System Function Design
5 System Technical Design
5.1 Front-End Technology Introduction
5.2 Introduction to Backend Technology
6 Data Analysis
6.1 Data Collection
6.2 Data Preprocessing
6.3 Data Analysis and Statistics
6.4 Data Visualization
7 Conclusion
References
Science and Technology History Resource Management System Based on ASP.NET
1 Introduction
2 Discussion on Science and Technology History Resource Management System Based on ASP.NET
2.1 Resources of Science and Technology History
2.2 ASP.NET Technology
3 Experiment of Science and Technology History Resource Management System Based on ASP.NET
3.1 Science and Technology History Resource Management System Framework
3.2 Test Analysis of Science and Technology History Resource Management System Based on ASP.NET
4 Experimental Analysis of Science and Technology History Resource Management System Based on ASP.NET
4.1 Function Test Analysis of Science and Technology History Resource Management System Based on ASP.NET
5 Conclusion
References
Informatization of Digital Media Film and Television Creative Language Under Internet Technology
1 Introduction
2 Realization of Digital Media Art of Internet Thinking in Creative Film and Television Language
2.1 Internet Thinking
2.2 Digital Media Art
2.3 Creative Film and Television Language
2.4 Application of Video Compression Algorithm in Creative Film and Television Language
3 Experimental Investigation and Research on the Application of Digital Media Art to Creative Film and Television Languages
3.1 Questionnaire Design Process
3.2 Questionnaire Survey Content
4 Experimental Investigation and Analysis on the Application of Digital Media Art to Creative Film and Television Languages
5 Conclusion
References
Study on the Preparation of C4 Alkenes by Ethanol Coupling Based on Bootstrap Method
1 Problem Restatement
1.1 Problem to be Solved
2 Problem Analysis
3 Model Assumptions
4 Symbol Description
5 Model Establishment and Solution Bootstrap Method
5.1 Processing the Data Set
5.2 Derivation of Bootstrap Method
5.3 Application of Bootstrap Method
5.4 Visual Analysis of the Expanded Data Set
5.5 Verification of the Degree of Dispersion of the Model Data Set
References
Ionospheric TEC Prediction of Leshan Based on Deep Learning
1 The Research Background, Purpose and Significance of Ionospheric TEC
2 The Advantages and Disadvantages of Different Forecasting Methods
2.1 Prediction Method
2.2 Linear Prediction
2.3 Nonlinear Prediction
3 Forecast Results and Analysis
3.1 Forecast Results
3.2 Result Analysis
4 Summary
References
Design Optimization of Concrete Frame Structure Based on Genetic Algorithm
1 Introduction
2 Fabricated Concrete Frame Structure Building
3 Features of Prefabricated Concrete Frame Buildings
3.1 Fast Construction
3.2 Factory Prefabrication
3.3 Advanced Construction Technology and High Safety
4 Method for Establishing Three-Dimensional Model of Oblique Photography
4.1 Matlab Implementation of Genetic Algorithm
4.2 Mathematical Model of Precast Columns
5 Research on Optimization Results of Genetic Algorithm Components
5.1 Economic Verification of Components Before and After Optimization
5.2 Verification of the Versatility of Building Components
5.3 Verification of the Convenience of Transportation and Hoisting of Building Components
5.4 Application of BIM Technology to the Optimal Design of Prefabricated Concrete Building Components
6 Conclusion
References
Design of Drama Film and Television Performance Work Display Platform Based on VRML Technology
1 Introduction
2 Virtual Reality Network Programming Language Based on VRML Technology
2.1 Overview of VRML
2.2 VRML Interaction
3 Play an Important Role in Shaping and Spreading the National Image in Drama, Film and Television Works
4 Drama, Film and Television Performance Work Display Platform Based on VRML Technology
5 Conclusion
References
Application Analysis of Big Data Technology in Vocational Education Informatization
1 Introduction
2 The Role of Big Data Technology in Vocational Education Informatization
3 Impact of Big Data on Education Development
3.1 Impact on Teaching Philosophy and Environment
3.2 Leap Forward in the Informatization Process of Education Management
3.3 Impact on Data-Based Teaching Mode
4 Innovative Development of Education Based on Big Data
4.1 Improve the Renewal Mechanism and Improve Teaching Resources
4.2 Build an Intelligent System of “Data Management”
4.3 Intellectualization of Teaching Management
5 Conclusion
References
Application of GLR Algorithm in Syntactic Analysis of English Long and Difficult Sentences
1 Introduction
2 Related Work
2.1 Research on the Strategy of Long Difficult Sentence Analysis
2.2 English Parsing Theory
3 Research on Long Sentence Parsing Based on Algorithm
3.1 Merge Sentence Components that Should not be Split
3.2 Sentence Splitting
3.3 Phrase Recognition and Analysis - GLR Algorithm
4 Conclusion
References
Design and Implementation of Graduate Education Data Management System Based on B/S Structure
1 Introduction
2 Overview of Information Management System
2.1 Development of System Architecture
2.2 Database Concept
3 System Requirements
4 Design and Implementation of the System
5 Conclusion
References
Design of Computer-Aided Grading System for College English Translation Examination in Artificial Intelligence System
1 Introduction
2 Establishment of Automatic Scoring Model of Artificial Assistant Machine
2.1 A Scoring Model for C-E Translation
2.2 A Scoring Model for English Chinese Translation
3 System Structure and Software Implementation
4 Experimental Process and Results
5 Conclusion
References
Application of Cloud Computing in Ceramic Art Design
1 Introduction
2 Related work
2.1 Cloud Computing Technology
2.2 Concept of “Ceramic Art Design”
3 Advantages of Cloud Computing Aided Design in Ceramic Art Design
4 Characteristics of Cloud computing Assisted Ceramic Art Design
4.1 Computer Aided Design has High Accuracy and Strong Science and Technology
4.2 Computer Aided Design is Convenient, Fast and Efficient
5 Conclusion
References
Research on the Evaluation of Business English Teaching Model Under the Background of Big Data
1 Introduction
2 Association Rule Mining in E-commerce
2.1 Overview of E-commerce
2.2 The Process of Data Mining in E-commerce
3 Improved Association Rule Algorithm
3.1 Basic Concepts of Association Rules
3.2 Application of Improved Association Rule Algorithm in E-commerce English
4 Conclusion
References
Construction of Higher Vocational English Resource Database Based on Computer
1 Introduction
2 Related Technologies
2.1 Characteristics of Computer Technology
2.2 Necessity of Establishing English Teaching Resource database in Higher Vocational Colleges
3 Construction of Higher Vocational English Resource Database Based on Computer
4 A new model of English Classroom Teaching
5 Conclusion
References
Analysis of College Students’ Public Physical Education Teaching and Evaluation Based on Decision Tree Algorithm
1 Introduction
2 Analysis and Evaluation of Data Mining Algorithm
3 Construct Scientific Teaching Evaluation Index of National Physical Education
4 Collection of Evaluation Index Data
5 Conclusion
References
Research on Spoken English Speech Recognition Technology Based on MATLAB
1 Introduction
2 Related Work
2.1 Generation Mechanism and Voice Reception
2.2 Acoustic Model and Language Model of Speech
3 Application of Artificial Intelligence in Oral English Evaluation
4 Simulation Analysis
5 Conclusion
References
Design and Application of Online Chemical Experiment Safety Examination System
1 Introduction
2 Related Work
2.1 Current Situation of Laboratory Safety Education at Home and Abroad
2.2 Development Status of Online Examination System
3 Design of “Laboratory Safety Theory Knowledge Test and Evaluation System”
3.1 Functional Modules of the System
3.2 Content Construction of “Electronic Courseware"
3.3 Content Improvement of Experimental Safety Online Examination System
4 System Operation Mechanism and Construction of Laboratory Safety Education Culture
4.1 Operation Mechanism of the System
4.2 Construction of Laboratory Safety Education Culture
5 Conclusion
References
The Way of Integrating the Thought of Mathematical Modeling into Mathematics Teaching in Applied Undergraduate Colleges and Universities
1 Introduction
2 Integrate the Idea of Mathematical Modeling into Mathematics Teaching in Colleges and Universities
2.1 Basic Concepts of Mathematical Modeling Idea
2.2 Integrate the Idea of Mathematical Modeling into the Connotation of Applied Undergraduate Mathematics Teaching
3 The Significance of Integrating the Thought of Mathematical Modeling into Higher Vocational Mathematics Teaching
4 Analysis on the Way of Integrating Mathematical Modeling Thought into Mathematics Teaching
4.1 Content Analysis of the Concept Teaching of Integrating Modeling Ideas into Human Beings
4.2 Content Analysis of Integrating Modeling Thought into Theorem Teaching
5 Conclusion
References
Curriculum System Construction of Application Major in Higher Vocational Colleges Based on Big Data Technology
1 Introduction
2 Big Data Technology and Higher Vocational Application Specialty
2.1 Introduction to Three Big Data
2.2 Big Data Background
2.3 Professional Situation
3 Research on the Training Scheme of Big Data Technology Application Talents
3.1 Exploration of Talent Training Mode
3.2 Innovating Teaching Mode and Strengthening Practice
4 Big Data Professional Posts and Curriculum System
4.1 Analysis of Professional Posts for Industrial Demand
4.2 Building the Curriculum System of “Professional Foundation + Professional Core + Project Practice”
5 Conclusion
References
Analysis of Highway Engineering Cost Estimation Based on Genetic Neural Network
1 Introduction
2 Theoretical Research on Highway Engineering Cost
2.1 Concept of Highway Project Cost
2.2 Construction Cost of Each Stage of Highway Project
3 Establish Genetic Neural Network Cost Estimation Model
3.1 Specific Steps of Implementation
3.2 Fitness Function and Chromosome Coding of Genetic algorithm
4 Conclusion
References
Development Trend of Film and Television Art Based on Big Data
1 Introduction
2 Overview of Film and Television Big Data
2.1 Meaning of Big Data
2.2 Big Data is Widely Used in the Film and Television Industry
3 Development of Film and Television art Based on Big Data
3.1 Big Data Production Mode of Film and Television Art Industrialization
3.2 Data Positioning of Film Big Data Analysis
4 Conclusion
References
The Influence of VR Technology on Film Creation and Its Development Direction
1 Introduction
2 Research on Virtual Technology
2.1 Non Entity of Virtual Technology
2.2 Information of Virtual Technology
3 Feasibility and Basis of the Combination of Virtual Reality Technology and Film Creation
3.1 Technical Closeness
3.2 Emotional Interoperability
3.3 Inevitability of Industrial Development
4 Future Development Direction of VR Film Creation
4.1 Story Content of VR Movie
4.2 Production Technology of VR Film
5 Conclusion
References
Regional Sharing Model of Information Education Resources in Rural Schools Based on Cloud Computing
1 Introduction
2 Related work
2.1 Overview of Cloud Computing
2.2 Education Informatization
3 Regional Sharing Model of Information Education Resources in Rural Schools Based on Cloud Computing
4 Optimize the Information Sharing of Rural Schools
5 Conclusion
References
Nonlinear Combination Forecasting Method and Empirical Analysis of Enterprise Financial Crisis
1 Introduction
2 Related Work
2.1 Nonlinear Combination
2.2 Characteristics of Enterprise Financial Crisis
3 Nonlinear Combination Prediction Method of Enterprise Financial Crisis
4 Prediction Principle
5 Conclusion
References
Research on Energy Storage Control Technology and Optimization of State Grid Based on Computer Control System
1 Introduction
2 Related Work
2.1 Computer Control System
2.2 Energy Storage Device Technology
3 Research on Energy Storage Control Technology and Optimization of State Grid Based on Computer Control System
4 System Simulation
5 Conclusion
References
Research on Intelligent Charging Strategy of Large-Scale Electric Vehicle Based on Adaptive Genetic Algorithm
1 Introduction
2 Introduction to Intelligent Charging Method
2.1 Centralized Charging
2.2 Distributed Charging
3 Adaptive Genetic Algorithm
4 Research on Intelligent Charging Strategy of Large-Scale Electric Vehicle Based on Adaptive Genetic Algorithm
4.1 Construction of Communication Network
4.2 Integration with Renewable Energy
5 Conclusion
References
Market Development of Intangible Cultural Heritage Traditional Handicrafts Based on Computer Technology
1 Introduction
2 Current Situation of Intangible Cultural Heritage Traditional Handicrafts
2.1 Perfect Process
2.2 Practitioners of Intangible Cultural Heritage Traditional Crafts
3 Market Development of Intangible Cultural Heritage Traditional Handicrafts Based on Computer Technology
3.1 Computer Digital Display
3.2 Computer Virtual Display and Interactive Narration
4 Conclusion
References
Cloud Data Integrity Verification Algorithm of Accounting Informatization in Sharing Mode
1 Introduction
2 Related work
2.1 Background of Cloud Storage
2.2 Research Status of Cloud Data Integrity Detection Scheme
3 Cloud Data Integrity Verification Algorithm of Accounting Informatization in Sharing Mode
3.1 Information Security Under Financial Sharing Mode
3.2 Parallel Verification Algorithm
4 Experimental Results and Analysis
5 Conclusion
References
Analysis on the Role of Big Data and Cloud Computing in the Construction of Economic Management Database
1 Introduction
2 Related Work
2.1 Overview of Big Data
2.2 Overview of Cloud Computing
2.3 Big Data and Cloud Computing
3 The Role of Big Data and Cloud Computing in the Construction of Economic Management Database
3.1 Main Classification and Big Data Characteristics of Economic Management Data
3.2 The Role of Big Data and Cloud Computing in the Construction of Economic Management Database
4 Conclusion
References
Research on Three-Dimensional Modeling and Algorithm of Torus in Packaging Structure Design
1 Introduction
2 Related Work
2.1 3D Data Structure
2.2 3D Packaging Structure Image Modeling
3 Research on Three-Dimensional Modeling and Algorithm of Torus in Packaging Structure Design
4 Simulation Analysis
5 Conclusion
References
Detection Method of Fine Cracks on Ceramic Tile Surface Based on Image Segmentation
1 Introduction
2 Problems in Ceramic Tile Testing Methods
3 Theoretical Basis of Image Processing Technology
3.1 Data Structure
3.2 Image Processing Technology
4 Detection Method of Fine Cracks on Ceramic Tile Surface Based on Image Segmentation
4.1 Algorithm Structure of Ceramic Tile Surface Defect Detection
4.2 Establishment of Ceramic Tile Surface Defect Detection Algorithm
5 Conclusion
References
Virtual Idol: Can the Digital Exist Bring Marketing Effectiveness and How? An Empirical Study Based on SEM
1 Introduction
2 Literature Review and Research Hypotheses
2.1 Virtual Idol and Para-Social Interaction
2.2 PSI, Brand Attitude and Purchase Intention
2.3 Research Model
3 Methodology
3.1 Questionnaire Development
3.2 Sampling and Data Collection
3.3 Data Analysis and Results
4 Conclusion and Discussion
4.1 Conclusion
4.2 Theoretical and Practical Significance
4.3 Limitations and Future Research
References
Explore the Significance and Effect of Modern Video Technology in Japanese Teaching
1 Introduction
2 The Effect of Modern Video Technology in Japanese Teaching
3 The Applicability of Different Types of Video Techniques in Japanese Teaching
4 The Key Points of Application of Different Types of Video Technology in Japanese Teaching
5 Conclusion
References
Application of Online Learning Under Cloud Computing in School Enterprise Cooperation Mode
1 Introduction
2 Related Work
2.1 Cloud Computing
2.2 Online Learning Platform
2.3 School Enterprise Cooperation Mode
3 Application of Online Learning under Cloud Computing in School Enterprise Cooperation Mode
4 School Enterprise Cooperation Management Platform
5 Conclusion
References
The Construction of Autonomous Learning Resources of Tourism English Under the Network Environment
1 Introduction
2 Related Work
2.1 Tourism English
2.2 Autonomous Learning Resources
2.3 Tourism English Corpus
3 Construction of Autonomous Learning Resources of Tourism English under the Network Environment
4 Tourism English Teaching
5 Conclusion
References
Enterprise Intelligent Accounting System Structure and Intelligent Accounting Algorithm
1 Introduction
2 Related Work
2.1 Accounting System
2.2 Accounting Informatization
3 Enterprise Intelligent Accounting System Structure and Intelligent Accounting Algorithm
4 Simulation Analysis
5 Conclusion
References
Research on Sentence Group Division and Its Judgment Rules in Natural Language Processing
1 Introduction
2 Development Status of Natural Language Processing Technology
3 Sentence Group Division and Its Judgment Rules in Natural Language Processing
3.1 From the Perspective of Semantics
3.2 From a Formal Point of View
4 Conclusion
References
Optimization Design and Simulation of Construction Cost Model
1 Introduction
2 Construction Cost
2.1 Concept and Composition of Construction Cost
2.2 Problems in Construction Cost Management
3 Optimization Design of Construction Cost Model
3.1 Construction of Optimized Construction Cost Model Structure
3.2 Improvement of Construction Cost Model Algorithm
4 Construction Cost Model Simulation
5 Conclusion
References
The Application of Information Technology in Classified Training and Layered Teaching of Marketing Specialty in Higher Vocational Colleges Under the Integration of Industry and Education
1 Introduction
2 Related Work
2.1 Summary of the Concept of Talent Training Mode
2.2 “Work Study Alternation” Talent Training Mode
3 Integration of Industry and Education, School Enterprise Cooperation and Combination of Work and Study
4 Analysis on the Application of Information Technology in the Classified Training and Layered Teaching of Marketing Specialty in Higher Vocational Colleges Under the Integration of Industry and Education
4.1 Analysis on Collaborative Education of Marketing Specialty in Higher Vocational Colleges
4.2 Suggestions on Collaborative Education of Marketing Specialty in Higher Vocational Colleges Under the Integration of Industry and Education
5 Conclusion
References
Application of Mobile Learning App in College English ESP Hybrid Teaching in Application-Oriented Universities
1 Introduction
2 Related Work
2.1 Mixed Teaching
2.2 Mobile Learning
3 Application of Mobile Learning App in College English ESP Hybrid Teaching in Application-Oriented Universities
4 Teaching Application
5 Conclusion
References
System Design of Agricultural Economic Management Mode in China Under Data Mining Technology
1 Introduction
2 Data Mining Technology
2.1 Tasks of Data Mining
2.2 Methods of Data Mining
3 Data Mining Technology and Agricultural Economic Management
3.1 Influence of Data Mining on Agricultural Development in China
3.2 Application of Data Mining in Agricultural Economic Management
4 Measures of Data Mining in Agricultural Economic Management Methods in China
4.1 Establish Relevant Service System
4.2 Strengthening Infrastructure
4.3 Pay Attention to the Construction of Technical Talents
5 Conclusion
References
Big Data Analysis and Prediction of College Employment Based on Machine Learning
1 Introduction
2 Related Work
2.1 Machine Learning
2.2 Data Analysis
3 Big Data Analysis and Prediction of College Employment Based on Machine Learning
4 Simulation Analysis
5 Conclusion
References
Exploration of Youth Social Work Model Driven by Artificial Intelligence
1 Introduction
2 Related Work
2.1 Definition of Artificial Intelligence
2.2 Classification of Artificial Intelligence
3 Analysis of Teenagers’ Needs Under Social Changes
3.1 Definition and Characteristics of Teenagers
3.2 The Realistic Needs of Teenagers
4 Exploration of Youth Social Work Model Driven by Artificial Intelligence
5 Conclusion
References
Educational Application of Artificial Intelligence Technology in the Construction of Cross-Border E-commerce Platform
1 Introduction
2 Definition and Platform Classification of Cross-Border E-Commerce
3 Operation Mode of Cross-Border E-Commerce Platform
4 Application of Artificial Intelligence Technology in the Construction of Cross-Border E-Commerce Platform
5 Conclusion
References
Research on the Integration of Business and Finance Based on the Background of Bulk Trade Risk Management and Control in Cloud Computing Environment
1 Introduction
2 Bulk Trade and its Risks
3 The Necessity for the Integration of Industry and Finance in Bulk Trade
4 Operation Processes and Key Points
5 Conclusion
References
Evaluation Model and Algorithm of Physical Education Teaching in Colleges and Universities
1 Introduction
2 Related Work
2.1 Connotation and Value Judgment of Evaluation
2.2 Confusion of Traditional Physical Education Teaching Evaluation
3 Deficiencies of Traditional Physical Education Teaching Evaluation
4 Evaluation Teaching Model of Physical Education Teaching in Colleges and Universities
4.1 Design Procedure of Evaluation Scheme
4.2 Construction of Indicators
5 Conclusion
References
3D Fashion Design Method Driven by Sketch and Data
1 Introduction
2 Related Work
2.1 3D Model Retrieval
2.2 Clothing Design Concept
3 Research on 3D Fashion Design Method Driven by Sketch and Data
4 Simulation Analysis
5 Conclusion
References
Construction of Educational Neuroscience Information Database by Computer Technology
1 Introduction
2 Connotation and Rise of Educational Neuroscience
2.1 The Connotation of Educational Neuroscience
2.2 The Rise of Educational Neuroscience
3 Constructing Educational Neuroscience Information Database by Computer Technology
3.1 Use Computer Technology to Build a Three-Dimensional Knowledge Network
3.2 Construction of the Platform for “INTERnet Plus Education”
4 Future Research of Educational Neuroscience
5 Conclusion
References
The Integration and Construction of Information Education and Teaching Resources Based on Regional Cloud
1 Introduction
2 Related Work
2.1 Information Education
2.2 Regional Education Cloud
3 Research on the Integration and Construction of Information Education and Teaching Resources Based on Regional Cloud
4 Platform Development
5 Conclusion
References
Micro Course Model in College English Reform Based on Ant Colony Algorithm
1 Introduction
2 Related Work
2.1 Principle of Ant Colony Algorithm
3 Micro Course Mode in College English Reform Based on Ant Colony Algorithm
3.1 Pre Class Activities
3.2 Classroom Activities
4 Conclusion
References
Education Quality Evaluation Method Based on CIPP Theory
1 Introduction
2 Related Work
2.1 CIPP Theory
2.2 Education Evaluation
3 Research on Education Quality Evaluation Method Based on CIPP Theory
4 Analysis of Educational Quality Evaluation Results
5 Conclusion
References
Design and Implementation of Key Modules of English Teaching System Based on J2EE
1 Introduction
2 Related Work
2.1 Automatic Division of English Phrases
2.2 Corpus Technology
3 Design and Implementation of Key Modules of English Teaching System Based on J2EE
4 Simulation Implementation
5 Conclusion
References
Evaluation of College English Teaching Quality Based on Artificial Intelligence Optimization Network
1 Introduction
2 Related Work
2.1 Artificial Intelligence Optimization Network
2.2 Optimization Algorithm
3 College English Teaching Quality Evaluation Based on Artificial Intelligence Optimization Network
4 Simulation Analysis
5 Conclusion
References
The Value of Network Platform in the Practice of Art Education in Colleges and Universities
1 Introduction
2 Network Teaching Platform
3 The Value of network Platform in the Practice of Art Education in Colleges and Universities
4 Countermeasures for Art Teaching Practice
5 Conclusion
References
The Design of Network Practical Teaching System for the Cultivation of Innovative and Entrepreneurial Automobile Professionals
1 Introduction
2 Related Work
2.1 System Design Architecture
2.2 Advantage Analysis of B/S Structure
3 Cultivation of Innovative and Entrepreneurial Automobile Professionals
3.1 The Necessity of Practical Teaching Reform of Automobile Related Majors
3.2 Implementation Measures of Network Practice Teaching Based on the Cultivation of Innovative and Entrepreneurial Automobile Professionals
4 Conclusion
References
Exploration on the Ideological and Political Integration Path of Computer Course Teaching
1 Introduction
2 Related Work
2.1 Interpretation of the Core Concepts of Ideological and Political Theory Course in Colleges and Universities
2.2 Combing the Teaching Methods of Ideological and Political Theory in Colleges and Universities
3 Exploration of Ideological and Political Integration Path in Computer Professional Course Teaching
4 Integrate Ideological and Political Elements into Computer Teaching
5 Conclusion
References
Construction of Intelligent Dynamic Updating System of Organizational Behavior Course Based on Classification and Evaluation Algorithm
1 Introduction
2 Related Work
2.1 Classification and Evaluation Algorithm
2.2 Document Classification Technology
3 Design of Intelligent Dynamic Updating System of Organizational Behavior Course Based on Classification and Evaluation Algorithm
3.1 Overall System Design
3.2 Resource Dynamic Acquisition Module
4 Simulation Analysis
5 Conclusion
References
The Platform Design of College English Teaching System Under Network Teaching
1 Introduction
2 The Main Application of Apriori Algorithm in College English Teaching Analysis
2.1 Application of Apriori Algorithm in Teaching Platform
2.2 Main Calculation Methods
3 The Viewpoint of Network Teaching Based on Constructivist Learning Theory
3.1 Learners are the Center of the Learning Process
3.2 A New Type of Teacher-Student Relationship Under the Theory of Constructivism
4 The Advantages of College English Teaching Under the Network Environment
4.1 Network Teaching Improves Students’ Autonomous Learning and Cooperative Learning Ability
4.2 Network Teaching Provides Rich Interactive Space
5 Concluding Remarks
References
Quality Evaluation Model of Automatic Machine Translation Based on Deep Learning Algorithm
1 Introduction
2 Related Work
2.1 Basic Theory of Deep Learning Algorithm
2.2 Typical Convolutional Neural Network
3 Automatic Machine Translation Quality Evaluation Model
3.1 Multi Sequence Coding
3.2 Translation Quality Evaluation Model Based on Deep Learning
4 Conclusion
References
Chinese and Japanese Intelligent Translation Education of Computer Algorithm Data
1 Introduction
2 Chinese Japanese Intelligent Translation Data Processing
2.1 Data Acquisition
2.2 Data Preprocessing
3 Word Vector Training
3.1 Text Representation
3.2 Training Results
4 Training Translation Model Based on GNMT
5 Conclusion
References
Research and Design of Computer Scoring for College Students’ English Translation
1 Introduction
2 Related Work
2.1 Difference Between Machine Translation Score and Human Translation Score
2.2 Introduction to Latent Semantic Analysis
2.3 Characteristics of Latent Semantic Analysis
3 Research on Computer Scoring of College Students’ English Translation
3.1 Data Collection and Processing
3.2 Formulation of Scoring Standards
4 Computer scoring Design of College Students’ English Translation
4.1 Semantic Feature Extraction
4.2 Coherence Feature Extraction
5 Conclusion
References
Improvement of Simulated Annealing Algorithm and Its Application in Water Environment Engineering
1 Introduction
2 Simulated Annealing Algorithm
2.1 Overview of Simulated Annealing Algorithm
2.2 Characteristics of Simulated Annealing Algorithm (SA)
3 Application of Simulated Annealing Algorithm in Water Environment Engineering
3.1 Direct Search Simulated Annealing Algorithm
3.2 Application of DSA in Water Quality Parameter Identification
3.3 Application of DSA in Water Pollution Control Planning
4 Conclusion
References
Application of Virtual Reality Technology in Contemporary Soft Decoration Design
1 Introduction
2 Virtual Reality Technology
2.1 Composition of Virtual Reality System
2.2 Classification of Virtual Reality System
3 Soft Decoration Design
3.1 Contents of Soft Decoration Design
3.2 Application of Virtual Reality Technology in Contemporary Soft Decoration Design
4 Conclusion
References
Physical Exercise Management Information System of Private Colleges Based on Cloud Computing
1 Introduction
2 Related Work
2.1 Cloud Computing Definition
2.2 Basic Architecture of Cloud Computing
3 Core Technology of Cloud Computing
3.1 Distributed Storage Technology
3.2 Virtualization Technology
3.3 Data Management Technology
4 Physical Exercise Management Information System of Private Colleges Based on Cloud Computing
5 Conclusion
References
Improving the Education of Computer-Aided Translation Technology Based on Artificial Intelligence
1 Introduction
2 Existing Problems of Translation Technology
2.1 Information Security
2.2 Intellectual Property
2.3 Translation Subject
3 The Main Role of Computer-Aided Translation Technology
3.1 The Role of Computer Aided Translation Software in Translation Teaching
3.2 Application of Computer Aided Translation Software in Translation Teaching
4 Conclusion
References
Evaluation of English Teaching Quality Based on Artificial Intelligence Optimization
1 Introduction
2 Related work
2.1 Characteristics of College English Teaching
3 Quality Evaluation Method
4 Evaluation of English Teaching Quality Based on Artificial Intelligence Optimization
5 Conclusion
References
Damage Identification of Two-Stage Beam Structure Based on Improved Particle Swarm Optimization Algorithm
1 Introduction
2 Related Work
2.1 Damage Identification Based on Vibration
2.2 Existing Problems and Development Trend of Structural Damage Identification
3 Research on Improved Particle Swarm Optimization Algorithm
3.1 Basic Particle Swarm Optimization
3.2 Improvement of Particle Swarm Optimization Algorithm
4 Damage Identification of Two-Stage Beam Structure Based On Improved Particle Swarm Optimization Algorithm
4.1 Establishment of Finite Element Model
4.2 Steps of simulation
5 Conclusion
References
College English Flipped Classroom Teaching Practice of Mobile App Program in Application-Oriented Colleges and Universities
1 Introduction
2 Related Work
2.1 Basic Concepts of Flipped Classroom Teaching Model
2.2 The Teaching Essence of Flipped Classroom Teaching Mode
2.3 Teaching Application of Mobile App Program in College English Flipped Classroom
3 Strategies to Improve Students' Learning Participation in College English Classroom Under Flipped Classroom Mode
3.1 Improve Teachers' Teaching Ability of “Flipped Classroom”
3.2 Select Pre Class Materials, Expand Teaching Links and Pay Attention to Positive Forces
4 Conclusion
References
Construction of Multimodal Vocational English Corpus Based on Functional Software
1 Introduction
2 Related Work
2.1 Corpus
2.2 Multimodality of Functional Software
3 Construction of Multimodal Vocational English Corpus Based on Functional Software
4 Simulation Analysis
5 Conclusion
References
Revenue Optimization of High Speed Railway Based on Passenger Behavior Analysis
1 Introduction
2 Revenue Management
2.1 Core Elements of Revenue Management
2.2 Revenue Management Process
3 High Speed Railway Revenue Optimization Based on Passenger Behavior Analysis
3.1 High Speed Railway Passenger Market Segmentation and Behavior Analysis
3.2 Revenue Optimization Framework Based on Passenger Behavior Analysis
4 Conclusion
References
Application Research on Feature Extraction of Liver Image Based on Neural Network
1 Introduction
2 Related Work
2.1 Research Status of Medical Image Feature Extraction
2.2 Research Status of Liver Image Feature Extraction
3 Research on Neural Network
3.1 BP Neural Network
3.2 Structure Design of BP Neural Network
4 Feature Extraction of Liver Image Based on Neural Network
4.1 Basic Model and Principle Analysis of Pulse Coupled Neural Network
4.2 Image Feature Extraction Based on Impulse Neural Network
5 Conclusion
References
Language Learning and Cross-Cultural Function Based on Mobile Digital Platform
1 Introduction
2 Related Work
2.1 Digital Platform
2.2 Language and Culture
2.3 Cultural Communication
3 Research on Language Learning and Cross-Cultural Function Based on Mobile Digital Platform
4 Cultural Factors
5 Conclusion
References
Reform of Business Administration Teaching Mode Based on Blockchain Technology
1 Introduction
2 Blockchain Technology
2.1 Blockchain Structure
2.2 Blockchain Core Technology
3 Business Administration Teaching Mode
4 Blockchain Technology Promotes the Teaching Reform and Innovation of Business Administration
5 Conclusion
References
Design of Intelligent Education Platform for College Students Based on Intelligent Virtual Technology
1 Introduction
2 Related Work
2.1 Wisdom Education
2.2 Virtual Reality Concept
2.3 Characteristics of Virtual Reality Technology
3 Smart Education Digital Ecological Environment
3.1 Smart Education Cloud Platform
3.2 Smart Education Cloud Service Model
4 Design of Intelligent Education Platform for College Students Based on Intelligent Virtual Technology
5 Conclusion
References
Research and Implementation of Film Recommendation System Based on Deep Learning
1 Introduction
2 Related Work
2.1 Film Recommendation
2.2 Deep Learning Recommendation Algorithm
3 Research and Implementation of Film Recommendation System Based on Deep Learning
4 Simulation Analysis
5 Conclusion
References
Application of Data Mining Technology Based on Weka in Student Management
1 Introduction
2 Related Work
2.1 Data Mining Technology
2.2 Methods and Techniques of Data Mining
3 Analysis of Student Management System
3.1 Necessity of Student Management
3.2 The Role of Student Management
4 Application of Data Mining Technology Based on Weka in Student Management
4.1 Implementing Data Mining with Weka
4.2 System Evaluation
5 Conclusion
References
Application of BIM Technology in Construction Engineering Management
1 Introduction
2 Related Work
2.1 BIM Technology
2.2 Construction Project Management
3 Application of BIM Technology in Construction Engineering Management
4 Conclusion
References
Design and Research on International Market Demand Model of Construction Machinery Based on Data Mining Technology
1 Introduction
2 Data Mining Technology
2.1 Definition of Data Mining
2.2 Analysis Method of Data Mining
3 Design of International Market Demand Model of Construction Machinery
3.1 Development Overview of Market Demand Forecasting Model
3.2 Market Demand Model Design
4 Conclusion
References
The New Model of International Trade Settlement Based on Blockchain Technology
1 Introduction
2 Related Work
2.1 Traditional Trade Settlement Methods
2.2 Development Direction of Trade Settlement
3 Principle and Characteristics of Blockchain Technology
3.1 Working Principle of Blockchain Technology
3.2 Technical Features of Blockchain
4 New International Trade Settlement Model Based on Blockchain Technology
5 Conclusion
References
Motion Control of Driverless New Energy Vehicle Based on Vehicle Networking Technology
1 Introduction
2 Related Work
2.1 Technical Analysis of Driverless Vehicle
2.2 Internet of Vehicles Network Architecture
3 Longitudinal Dynamics Modeling and Controller Design of Driverless Vehicle
4 Design of Driverless New Energy Vehicle Control System Based on Vehicle Networking
5 Conclusion
References
Analysis and Research in English Teaching Based on Association Rule Algorithm
1 Introduction
2 Big Data Analysis Technology
3 Research on Big Data Analysis in English Teaching in Higher Vocational Colleges
4 Application of Data Analysis in English Teaching
4.1 Explore Efficient Online English Teaching Design Methods in Higher Vocational Colleges
4.2 Data Analysis Method
4.3 Adhere to the Teaching Concept of “Student-Centered”
5 Conclusion
References
Film Recommendation System with Reinforcement Learning
1 Introduction
2 Introduction to Recommendation System Model
3 Recommendation Algorithm Convmf Based on Deep Learning
4 Design of Film Recommendation System Based on Deep Learning
5 Conclusion
References
Application of Data Mining Technology and Association Programming Algorithm in Network Marketing Strategy
1 Introduction
2 Related Work
2.1 Associated Data Mining Technology
2.2 Network Marketing
3 Application of Data Mining Technology and Association Planning Algorithm in Network Marketing Strategy
4 Conclusion
References
Intelligent Governance Innovation of Municipal Social Governance Based on Big Data and AI Algorithm
1 Introduction
2 Related Work
2.1 Practical Level
2.2 Academic Level
3 Big Data and AI Algorithm
3.1 Big Data and Big Data Platform Technology
3.2 Big Data Acquisition Technology
4 The Role of Municipal Social Governance Based on Big Data and AI Algorithm
4.1 Accelerate the Process of “re organization” at the Grass-Roots Level, and Promote the Governance Subject to Stimulate Vitality
4.2 Organize and Coordinate all Parties to Bridge the Gap Tension Between Superior Decision-Making and Subordinate Implementation
5 Conclusion
References
The Promotion of College Students’ Personalized Reading Based on Data Mining Technology
1 Introduction
2 Related Work
2.1 Data Mining Technology
2.2 Personalized Reading Promotion
3 Research on Personalized Reading Promotion of College Students Based on Data Mining Technology
4 Research on Data Generalization
5 Conclusion
References
Service Quality Evaluation System of Cross-Border B2B E-Commerce Websites
1 Introduction
2 Connotation of Cross-Border E-Commerce B2B Mode
3 Service Quality of Cross-Border Import and Retail E-Commerce Sellers
3.1 Problems in the Development of Cross-Border Import and Retail E-Commerce
3.2 Research on Service Quality of Cross-Border Import E-Commerce Retail Sellers
4 Service Quality Evaluation System of Cross-Border B2B E-Commerce Websites
4.1 Basic Idea of Index Selection
4.2 Principles for Establishing Indicators
5 Conclusion
References
Design of Aerobics Difficulty Automatic Scoring System Based on Action Recognition Algorithm
1 Introduction
2 Related Work
2.1 Research on Motion Recognition Based on Traditional Algorithm
2.2 Research on Human Motion Recognition Based on Deep Learning
3 Aerobics Movement Recognition Based on Multi-modal Information Fusion
3.1 Audio Feature Learning of Human Motion
3.2 Human Motion Recognition Based on Multimodal Fusion
4 Automatic Scoring System of Aerobics Difficulty Based on Action Recognition Algorithm
5 Conclusion
References
Application of Deep Learning Hierarchical Perception Technology in 3D Fashion Design
1 Introduction
2 Related Work
2.1 Deep Learning Perception Technology
2.2 3D Digital Clothing
3 Research on the Application of Deep Learning Hierarchical Perception Technology in 3D Fashion Design
4 Conclusion
References
Design and Research of Business Administration Information System in E-Commerce Era
1 Introduction
2 Related Work
2.1 Significance of Business Administration Informatization
2.2 E-Commerce System
3 Design and Research of Business Administration Information System in E-Commerce Era
4 Simulation Analysis
5 Conclusion
References
Tourism Route Planning of Cultural Heritage Scenic Spots Based on Genetic Simulation Ant Colony Algorithm
1 Introduction
2 Related work
2.1 Theoretical Basis of Genetic Algorithm
2.2 Theoretical Basis of Ant Colony Algorithm
3 Tourism Planning Model Based on Genetic Algorithm
3.1 Genetic Algorithm TSP Solving Model
3.2 Evaluation and Improvement of Model
4 Conclusion
References
Research on the Application of Decision Tree in Mobile Marketing
1 Introduction
2 Related Work
2.1 Decision Tree
2.2 Construction and Pruning of Decision Tree
3 Data Warehouse in Marketing
3.1 Acquisition of Data
3.2 Establishment of Data Warehouse
4 Application of Decision Tree in Mobile Marketing
5 Conclusion
References
Fashion Clothing Image Segmentation Method Based on Deep Learning
1 Introduction
2 Related work
2.1 Deep Learning
2.2 Fashion Clothing Image Segmentation
2.3 Fashion Clothing Image Segmentation Method Based on Deep Learning
3 Conclusion
References
Big Data Precision Marketing Based on Recommendation Algorithm
1 Introduction
2 Association Rule Mining Technology
2.1 Data Mining Concepts
2.2 Association Rules
2.3 Apriori Algorithm
3 Research on Association Rule Algorithm and Its Application in Marketing
3.1 The Role of Association Rule Algorithm in Customer Clustering
3.2 Precise Marketing and Its Composition Based on Association Rule Algorithm
4 Conclusion
References
Intelligent Medical English Translation Method Based on Improved Attention Mechanism Model
1 Introduction
2 Related Work
2.1 Improved Attention Mechanism Model
2.2 Difficulties in Medical English Translation
3 Research on Intelligent Medical English Translation Method based on Improved Attention Mechanism Model
4 Medical English Vocabulary
5 Conclusion
References
Evaluation Algorithm of International Trade Target Suppliers Based on ELECTRE - IV
1 Introduction
2 Related Work
2.1 ELECTRE - IV Algorithm
2.2 International Trade Goods
3 Evaluation Algorithm of International Trade Target Suppliers Based on ELECTRE - IV
4 Conclusion
References
Fan Culture Communication Mechanism Based on Interactive Ritual Chain Theory
1 Introduction
2 Related Work
2.1 Interactive Ritual Chain Theory
2.2 Fans
3 Research on Fan Culture Communication Mechanism Based on Interactive Ritual Chain Theory
4 Set up User Organization Through Interactive Ceremony Chain
5 Conclusion
References
Fast Realistic 3D Face Modeling Algorithm for Film and Television Animation
1 Introduction
2 Related Work
2.1 Film and Television Animation
2.2 Modeling Algorithm
3 Research on Fast Realistic 3D Face Modeling Algorithm for Film and Television Animation
4 Modeling and Solving Method
5 Conclusion
References
Design and Implementation of Intelligent Tourism System Based on Dijkstra Algorithm
1 Introduction
2 Related Work
2.1 Dijkstra Algorithm
2.2 Tourism System
3 Design of Intelligent Tourism System Based on Dijkstra Algorithm
4 System Simulation Development
5 Conclusion
References
Application of Decision Tree Algorithm in Table Tennis Competition
1 Introduction
2 Related Work
2.1 Decision Tree Algorithm
2.2 Pruning of Decision Tree
3 Application of Decision Tree Algorithm in Table Tennis Competition
4 Conclusion
References
Research and Application of an Ultrasonic Nondestructive Testing Algorithm for Metal Materials
1 Introduction
2 Related Work
2.1 Mathematical Model of Ultrasonic Echo
2.2 Discrete Small Waveform
3 Algorithm Research and Application of Ultrasonic Nondestructive Testing of Metal Materials
4 Conclusion
References
Deep Data Mining Method of Multimedia Film and Television Based on Neural Network
1 Introduction
2 Related Work
2.1 Data Mining Methods
2.2 Multimedia Video Data
3 Deep Data Mining Method of Multimedia Film and Television Based on Neural Network
4 Conclusion
References
Application of Event Semantic Model Analysis in Machine Translation
1 Introduction
2 Related Work
2.1 Semantic Model
2.2 Machine Translation
3 Application of Event Semantic Model Analysis in Machine Translation
4 Vocabulary Translation Application
5 Conclusion
References
Microblog Marketing of Tourism Enterprises Based on LDA Algorithm
1 Introduction
2 Related Work
2.1 LDA Algorithm
2.2 Microblog Marketing
3 Research on Microblog Marketing of Tourism Enterprises Based on LDA Algorithm
4 Data Capture
5 Conclusion
References
Analysis of Enterprise Accounting Informatization Risk and Prevention Under Data Mining Technology
1 Introduction
2 Related Work
2.1 Data Mining Technology
2.2 Accounting Informatization
3 Enterprise Accounting Informatization Risk Under Data Mining Technology
4 Accounting Informatization Countermeasures
5 Conclusion
References
Data Source Related Minimum Set Coverage Localization Differential Privacy Protection Algorithm
1 Introduction
2 Related Work
2.1 Differential Privacy Concept
2.2 Localized Differential Privacy
3 Differential Privacy Protection Method Based on Multiple Data Sources
3.1 Analysis of Privacy Protection of Multiple Data Sources
3.2 Algorithm Description
4 Conclusion
References
Automatic Detection Algorithm and Simulation of Building Engineering Structural Components Based on BIM
1 Introduction
2 Related Work
2.1 Classification of Structural Members of Building Engineering
2.2 Analysis of Geometric Characteristics of Structural Members
3 Definition and Characteristics of BIM Technology
3.1 Definition of BIM Technology
3.2 Characteristics of BIM Technology
4 Automatic Detection Algorithm of Building Engineering Structural Components Based on BIM
4.1 Creation of Image Data Set of Building Structural Components
4.2 Analysis of Target Detection Algorithm
5 Conclusion
References
Research Status and Hot Spot Analysis of Rural Revitalization Based on CiteSpace
1 Introduction
2 Research Distribution of Rural Revitalization
3 Research Hotspot of Rural Revitalization
4 Conclusion
References
Establishment of Financial Accounting Information Disclosure Model in the Era of Cloud Computing
1 Introduction
2 Related Work
2.1 Cloud Computing Era
2.2 Accounting Information Disclosure
3 Establishment of Accounting Information Disclosure Model
4 Conclusion
References
Ecological Impact Analysis and Environmental Protection of Small Open Pit Mining Based on Data Mining Technology
1 Introduction
2 Related Work
2.1 Introduction to Open Pit Mining Process
2.2 Ecological Environment Impact Identification
3 Environmental Problems in Open Pit Mining
4 Effective Countermeasures for Environmental Protection of Open-Pit Mining Based on Data Mining Technology
5 Conclusion
References
Development and Design of English Micro Reading Website for Network Technology Specialty
1 Introduction
2 Related Work
2.1 Analysis of Core Objectives
2.2 Problems to be Solved
3 System Architecture and Technical Route of English Micro Reading Website for Network Technology Specialty
3.1 Selection of Technical Route
3.2 System Architecture
4 Conclusion
References
Data Technology Analysis System Promotes the Development of Rural E-commerce and Logistics Industry
1 Introduction
2 Related Work
2.1 Data Technology Analysis
2.2 Rural E-commerce
3 Data Technology Analysis System Promotes the Development of Rural E-commerce and Logistics Industry
4 Conclusion
References
Design and Implementation of College Students’ Innovation and Entrepreneurship Incubation System Based on Multi-dimensional Dynamic Model
1 Introduction
2 Related Work
2.1 Campus Incubation System
2.2 Database Technology
3 Design and Implementation of College Students’ Innovation and Entrepreneurship Incubation System Based on Multi-dimensional Dynamic Model
4 System Test
5 Conclusion
References
The Evolution of Labor Relations in Human Resources Development Based on Improved Genetic Algorithm
1 Introduction
2 Related Work
2.1 Basic Concepts of Genetic Algorithm
2.2 Improved Genetic Algorithm
3 Research on the Evolution of Labor Relations in Human Resources Development Based on Improved Genetic Algorithm
3.1 Research on the Discrimination of the Concept of Labor Relations
3.2 The Meaning and Basic Trend of Human Resources Development
4 Conclusion
References
Analysis of College English Teaching Under the Network Teaching Platform
1 Introduction
2 Analysis of the Current Situation of College English Teaching
2.1 Advantages of College English Network Teaching
2.2 Analysis of the Existing College English Online Teaching Platform
3 Improve the Ability of English Audio-Visual Teaching and Learning Through Online Teaching Platform
4 Analysis of College English Teaching Under the Network Teaching Platform
4.1 The Reading and Writing Mode of Network Teaching is More Humanized than Traditional Classroom Teaching
4.2 Translation Under the Network Platform to Comprehensively Improve Students’ English Ability
5 Conclusion
References
Application of Fuzzy Comprehensive Evaluation Based on GA in Psychological Measurement
1 Introduction
2 Related Work
2.1 Fuzzy Comprehensive Evaluation of GA
2.2 Mental System
3 Fuzzy Evaluation of Genetic Algorithm in Psychological Measurement
4 Conclusion
References
Mining Technology Mining Potential Customers of E-Commerce
1 Introduction
2 Related work
2.1 Connotation of Customer Relationship Management
2.2 Customer Relationship Management Theory
3 Data mining
3.1 Introduction to Data Mining
3.2 Technical Methods of Data Mining
4 Mining Technology and Potential Customers of E-Commerce
4.1 Access to Potential Customers
4.2 Lead Acquisition Process
5 Conclusion
References
Algorithm of Painting Style Transformation Based on Depth Neural Network
1 Introduction
2 Related Work
2.1 Artificial Neural Network
2.2 Deep Neural Network
3 Painting Style Conversion Algorithm Based on Depth Neural Network
3.1 Image Style Conversion Algorithm Based on Online Learning
3.2 Image Style Conversion Method for Off-Line Training
4 Conclusion
References
Dynamic Response Analysis of Long-Span Space Truss Structure
1 Introduction
2 Related Work
2.1 Plane Truss Truss
2.2 Pyramid System
3 Application Mode of Prestress and Cable Layout Scheme of Grid Structure
3.1 Application Method of Prestress
3.2 Cable Arrangement Scheme of Space Truss Structure
4 Dynamic Analysis and Modal Analysis of Long-Span Prestressed Space Truss Structure
4.1 Finite Element Model of Prestressed Space Truss Structure
4.2 Analysis of Natural Vibration Characteristics of Space Truss Structure
5 Conclusion
References
Student Management Online Education Platform Based on Artificial Intelligence Technology
1 Introduction
2 Construction of Online Ideological and Political Education Platform for University Students
2.1 Basic Structure of Ideological and Political Education Platform
2.2 Establishment of Students’ Cognitive Ability Model
3 Effect Evaluation of Online Ideological and Political Education Platform
3.1 Effect Comparison Between Education Platform and Traditional Teaching Methods
3.2 Survey Results of Students’ Interest in Education Platform
3.3 Improvement of Students’ Cognitive Ability of Ideological and Political Education
4 Conclusion
References
Rural Tourism Feature Division Method Based on Hierarchical Cluster Analysis
1 Introduction
2 Related Work
2.1 Summary of Cluster Analysis
2.2 Types of Clustering Methods
3 Design of Rural Tourism Feature Division Method Based on Hierarchical Cluster Analysis
4 Conclusion
References
An Empirical Study on the Correlation Between New Network Index Tools and Stock Returns in the Pharmaceutical Sector
1 Introduction
2 Related work
2.1 Network Index Tool
2.2 Stock Returns in the Pharmaceutical Sector
3 Empirical Study on the Relationship Between the New Network Index Tool and Stock Returns in the Pharmaceutical Sector
4 Conclusion
References
Virtual Simulation Interaction Design of Yacht Chamber
1 Introduction
2 Related Work
2.1 Virtual Simulation Technology
2.2 Classification of Virtual Reality Technology
3 Virtual Simulation Interactive Design of Yacht Cabin
3.1 Requirement Analysis
3.2 Functional Design
4 Conclusion
References
Visual Communication Design of Graphic Symbols in Traditional Festival Consumer Goods
1 Introduction
2 Related Work
2.1 Content and Value of Visual Communication Design
2.2 Characteristics of Graphic Symbols
3 Visual Communication Design of Graphic Symbols in Traditional Festival Consumer Goods
3.1 Integration of Graphic Symbols into Traditional Festival Consumer Goods
3.2 Visual Communication Design of Graphic Symbols in Traditional Festival Consumer Goods
4 Conclusion
References
The Role of Sketchengine in the Compilation of News English Learning Dictionary
1 Introduction
2 Related Work
2.1 Sketchengine Corpus
2.2 Vocabulary Module
3 The Role of Sketchengine in the Compilation of News English Learning Dictionary
4 Conclusion
References
Research and Development of Basic Platform for Assistant Decision-Making of Maritime Rescue
1 Introduction
2 Related Work
2.1 Offshore Dynamic Data Management
2.2 System Meteorological Data Loading
3 Research and Development of Basic Platform for Marine Rescue Decision Support
4 Simulation Analysis
5 Conclusion
References
Design and Implementation of Supply Chain Financial System Based on Blockchain
1 Introduction
2 Related Work
2.1 One-Way Hash Function
2.2 Symmetric Encryption Technology
3 Blockchain Technology
3.1 Definition of Blockchain
3.2 Blockchain Structure
4 Design of Supply Chain Financial System Based on Blockchain
4.1 General System Architecture
5 Conclusion
References
Preparation and Thermal Conductivity of Polymer Nanocomposites
1 Introduction
2 Related Work
2.1 Overview of Nano Materials
2.2 Basic Effects and Properties of Nano Materials
3 Composite Materials
3.1 Nanocomposites
3.2 Preparation Method of Nanocomposites
4 Structure and Properties of Polymer Nanocomposites
4.1 Aggregation Structure of Nanoparticles
4.2 Synergistic Properties of Nanoparticle Systems
5 Conclusion
References
Fast Retrieval Method of English Translation Corpus Based on Top-k Query Algorithm
1 Introduction
2 Related Work
2.1 Top-k Query Algorithm
2.2 English Translation Corpus
3 Fast Retrieval Method of English Translation Corpus Based on Top-k Query Algorithm
4 Conclusion
References
Intelligent Swimming Voice Teaching Method Based on Bone Conduction
1 Introduction
2 Related Work
2.1 Principle of Bone Conduction Earphone
2.2 Intelligent Swimming Teaching
3 Intelligent Swimming Voice Teaching Method Based on Bone Conduction
4 Conclusion
References
Bayesian Network Implicit Variable Discovery Algorithm Based on Structural Decomposition and Factor Analysis
1 Introduction
2 Related Work
2.1 Bayesian Network Concept
2.2 Structural Decomposition and Factor Analysis
3 Bayesian Network Implicit Variable Discovery Algorithm Based on Structural Decomposition and Factor Analysis
4 Conclusion
References
Virtual Display of Industrial Culture Theme Digital Creative Products Based on Simulation Technology
1 Introduction
2 Virtual Display Platform Design of Simulation Technology in Digital Creative Products
3 Analysis of Virtual Display Effect of Digital Creative Products
4 Conclusion
References
The Construction of Modern Smart Hospital Medical Management System Based on 5g + Blockchain Information Technology
1 Introduction
2 Related Work
2.1 5g + Blockchain
3 Smart Medicine
4 Research on the Construction of Modern Smart Hospital Medical Management System Based on 5g + Blockchain Information Technology
5 Frame Design
6 Conclusion
References
of Multimodal English Corpus Based on Functional Software
1 Introduction
2 Theoretical Basis of Constructing and Applying Multimodal Corpus of Nursing English
2.1 Data Driven Learning
2.2 Multimodal Discourse Analysis
3 Discussion on the Collection, Tagging Contents and Database Building Tools of Multimodal Nursing English Corpus
3.1 Multimodal Corpus Collection
3.2 Multimodal Annotation Content
4 Construction of Multimodal Corpus in ELAN Software Environment
4.1 Elan Software Installation and Multimodal Corpus Import
4.2 Using Elan Software to Segment, Transcribe and Annotate Multimodal Corpus
5 Conclusion
References
Emotional Meaning in the Art Design of Architectural Environment Based on Distributed Collaborative Filtering Algorithm
1 Introduction
2 Distributed Collaborative Filtering Algorithm
2.1 Principles of Distributed Collaborative Filtering Algorithm
2.2 Distance Similarity Method
2.3 Similarity Function Method
3 Modeling Method
4 Conclusion
References
Design and Implementation of Painting Style Rendering System Based on Deep Learning
1 Introduction
2 Related Work
2.1 Introduction to Deep Learning
2.2 Convolutional Neural Network
3 Design of Painting Style Rendering System Based on Deep Learning
4 Conclusion
References
Research and Implementation of Hotel Information Management System Based on Market Customer Analysis and Calculation
1 Introduction
2 Related Work
2.1 System Functional Requirements
2.2 Definition of Customer Relationship Management
3 Hotel Information Management System Based on Market Customer Analysis and Calculation
3.1 System Architecture Design
3.2 System Architecture Description
4 Conclusion
References
Application of Audit Early Warning Model of Accounts Receivable and Payable Based on Random Forest Algorithm
1 Introduction
2 Related Work
2.1 Meaning of Accounts Receivable
2.2 Causes of Accounts Receivable
3 Random Forest Algorithm
4 Risk Prevention Countermeasures of Accounts Receivable
4.1 Establish a Scientific and Efficient Credit Evaluation Mechanism
4.2 Select Appropriate Credit Limit and Credit Period
5 Conclusion
References
Establishment and Application of Product Structure Data Model for Assembly Process
1 Introduction
2 Related Work
2.1 Product Structure and Configuration
2.2 Structural Data Model
3 Establishment and Application of Product Structure Data Model for Assembly Process
4 Conclusion
References
Scientific Significance of Landscape Environmental Art Design Based on the Parametric Design Method
1 Introduction
2 The Parametric Principle of Landscape Environment Art Design
3 Parametric Landscape Environment Art Design Mechanism
3.1 Parametric Design Process
3.2 Parametric Design Logic
3.3 Parametric Design Model
4 Conclusion
References
Cluster Analysis Audit System of Financial Statements for XBRL
1 Introduction
2 Related Work
2.1 Characteristics of XBRL Financial Reporting
2.2 The Mode of Realizing XBRL Financial Statements
3 Research on Cluster Analysis Audit System of Financial Statements for XBRL
3.1 System Requirement Characteristics
3.2 System Structure and Module
4 Conclusion
References
Comparison of Two Approximate Algorithms of AHP in Post Evaluation of Water Conservancy Projects
1 Introduction
2 Related Work
2.1 Two Approximate Algorithms of AHP
2.2 Water Conservancy Project Evaluation
2.3 Comparison of Two Approximate Algorithms of AHP in Post Evaluation of Water Conservancy Projects
3 Simulation Analysis
4 Conclusion
References
Optimal Control Technology of Electric Vehicle Traction System Based on Active Disturbance Rejection Algorithm
1 Introduction
2 Related Work
2.1 Self Optimizing Algorithm
2.2 Research on Vehicle Traction System
3 Research on Optimal Control Technology of Electric Vehicle Traction System Based on Active Disturbance Rejection Algorithm
4 Control Optimization Verification
5 Conclusion
References
Application of Machine Learning Algorithm in Financial Market Risk Prediction
1 Introduction
2 Related Work
2.1 Machine Learning Algorithm
2.2 Financial Markets
2.3 Application of Machine Learning Algorithm in Financial Market Risk Prediction
3 Conclusion
References
Research on the Innovative Path of College Students’ Quality Training and Management in the Era of Big Data and Integrated Media
1 Introduction
2 Design Path Innovation of University Ideological and Political Education in the Context of Media Convergence
2.1 The Theoretical Basis of Ideological and Political Education Innovation in Universities
2.2 The Realistic Foundation of the Innovation of Ideological and Political Education in Universities
2.3 Design of Innovative Ideological and Political Education Path for Universities
3 Application Effect of Innovation Path of Ideological and Political Education for University Students
3.1 Analysis and Teaching Design of User Portrait of A University Students
3.2 The Implementation Effect of Innovation Path in Ideological and Political Education
4 Conclusion
References
Security Evaluation of Power Communication System Based on SSE-CMM
1 Introduction
2 System Safety Engineering Capability Maturity Model (sse-cm)
2.1 Proposal of System Safety Engineering Capability Maturity Model (SSE-CMM)
2.2 Architecture of SSE-CMM
3 Establish a Risk Assessment Model for Power Communication System Based on SSE-CMM
3.1 Risk Assessment
3.2 Jianmo
4 Conclusion
References
Power Grid Measurement Asset Information Management System Based on Life Cycle
1 Introduction
2 Overview of Asset Life Cycle Management
2.1 Asset Life Cycle Management Concept
2.2 Characteristics of Asset Life Cycle Management
3 Power Grid Measurement Asset Information Management Based on Life Cycle
3.1 Feasibility of Introducing Life Cycle Cost Theory into Power Grid Asset Management in China
3.2 Phase Division of Power Grid Life Cycle Cost Management
4 Power Grid Measurement Asset Information Management System Based on Life Cycle
5 Conclusion
References
Construction of Teaching Qualification Evaluation Index System of Private Undergraduate Colleges and Universities Based on DEL-AHP
1 Introduction
2 Related Work
2.1 Research Status of Teaching Evaluation in China
2.2 Research on Teaching Evaluation Model Abroad
3 Analysis of the Educational Situation of Private Undergraduate Colleges
4 Suggestions on Improving the Evaluation Standards of Higher Education in China
4.1 Change the Concept of Educational Evaluation
4.2 Improve the Evaluation Model
5 Conclusion
References
The Innovative System of Physical Training in Physical Education Based on Fuzzy Clustering Algorithm
1 Introduction
2 Related Work
2.1 Physical Fitness
2.2 Physical Training
3 Fuzzy Clustering Algorithm
3.1 Research Status of Clustering Problem
3.2 Typical Algorithms of Fuzzy Clustering
4 Innovative System of Physical Training in Physical Education
5 Conclusion
References
Application of Computer Virtual Simulation in Electronic Information Engineering
1 Introduction
2 Related Concepts of Virtual Simulation
3 Specific Ways to Apply Computer Technology in Electronic Information Engineering
3.1 System and Equipment Development in Electronic Information Engineering
3.2 Transmission and Security Maintenance of Electronic Information Data
4 Application of Computer Virtual Simulation in Electronic Information Engineering
4.1 Creating Learning Scenarios Using Virtual Simulation Technology
4.2 Application of Circuit Simulation in Electronic Information Process Experiment Teaching
5 Conclusion
References
Application of Decision Tree and Bayesian Classification Algorithm in Visual Communication Design
1 Introduction
2 Related Work
2.1 Overview of Bayesian Algorithm
2.2 Visual Communication Structure
3 Research on the Application of Decision Tree and Bayesian Classification Algorithm in Visual Communication Design
4 Research on the Application of Visual Communication
5 Conclusion
References
Traffic Congestion Identification and Prediction of Algorithm Collusion Translation Nested Grid Model in the Era of Big Data
1 Introduction
2 Related Work
2.1 Traffic Congestion Identification
2.2 Traffic Forecast
3 Research on Traffic Congestion Identification and Prediction of Algorithm Collusion Translation Nested Grid Model in the Era of Big Data
4 Conclusion
References
Research on Fault Technology of Electromechanical System Based on EMD Algorithm
1 Introduction
2 Related work
2.1 EMD Algorithm
2.2 Electromechanical System Failure
3 Research on Electromechanical System Fault Technology Based on EMD Algorithm
4 Simulation Analysis
5 Conclusion
References
Application of Artificial Intelligence in Post-film Product Placement Advertising
1 Introduction
2 Theoretical Basis and Literature Review
2.1 Product Placement Advertising and Artificial Intelligence Post-product Placement Advertising
2.2 Subliminal Perception and Subliminal Advertising Persuasion
2.3 Literature Review
3 Study Design
4 Main Findings: The Main Application Form of Post-film Product Placement Advertising
4.1 AI Recognizes the Scene and Automatically Marks the Advertising Space
4.2 AI Automatically Replaces the Original Advertisements or Commodities and Props in the Scene
4.3 Implant Scene Advertisement Out of Nothing
4.4 Intelligently Track Endorsement Stars and Place Advertisements
4.5 AI Scene-Based Post-it Notes, Dialogue Advertisements, Brand Logo Advertisements
4.6 AI Barrage Interactive Advertising
4.7 Programmed Purchase
5 Conclusion and Discussion
References
Body Sensation and Materiality During Communicative Interaction in Isolated Field: A Systematic Review
1 Introduction
2 People in Isolation: Body Sensation
3 Materiality in Isolated Field
4 Other Environmental Objects–The Interactive Generation of Ecological Niches
References
Domestic Big Data and Emergency Management Research
1 Introduction
2 Study Methods
2.1 Research Methods
2.2 Research Route
3 Research Results and Analysis
3.1 Analysis of Annual Publications and Citations
3.2 Journal Analysis
3.3 Analysis of Author Collaboration
3.4 Journal Analysis
3.5 Subject Analysis
4 Conclusion
References
Research on the Status Quo of Fintech in China
1 Introduction
2 Study Methods
3 Research Results and Analysis
3.1 Case Study of Fintech Industry
3.2 Regional Comparison
3.3 Network Diagram of Keywords Co-occurrence Analysis
4 Conclusion
References
The Research on COVID-19 and Online Education: Based on Co-occurrence Analysis by Bibliometrics
1 Introduction
2 Study Method
3 Research Results and Analysis
3.1 Quantitative Comparison of Documents
3.2 Author Analysis
3.3 Keywords Co-occurrence Cluster Graph.
4 Conclusion
References
Analysis on Literature Productivity and Hot Topic Evolution of Vocational Education Research in China
1 Introduction
2 Data and Methods
3 Research Results and Analysis
3.1 Analysis of Document Productivity
3.2 Analysis by Core Authors and Major Research Institutions
3.3 Highly Cited Literature
3.4 Highly Cited Literature
4 Conclusion
References
Bibliometric Analysis of Chinese and Foreign Public Opinion Under the COVID-19
1 Introduction
2 Data and Methods
3 Research Results and Analysis
3.1 Articles Productivity Analysis
3.2 Regional Analysis
3.3 Network Diagram of Keywords Co-occurrence Analysis
3.4 Multidisciplinary Analysis
4 Conclusion
References
Construction of Chinese Healthy Eating Knowledge Graph
1 Introduction
2 Related Work
3 Prerequisite Knowledge
3.1 Entity Extraction
4 Construction of Chinese Healthy Eating Knowledge Graph
4.1 Data Acquisition and Preprocessing
4.2 Entity Extraction
5 Conclusion
References
Model Similarity-Based Defense Scheme Against Backdoor Attacks on Federated Learning
1 Introduction
2 Relate Work
3 Backdoor Attack Model
4 Cobra Model
4.1 Cosine Similarity
4.2 Filtering Mechanism
5 Theoretical Analysis
6 Conclusion
References
An Improved Lightweight Cryptography Based on One-Time Pad for IoT Devices
1 Introduction
2 Methods
2.1 Three-Dimensional Parity Check
2.2 One-Time Pad
3 Methods
3.1 Encryption
3.2 Decryption
4 Methods
4.1 Data
4.2 Security
5 Conclusion
References
School-Enterprise Co-construction Laboratory Scheme Based on AHP-TOPSIS
1 Introduction
2 Preliminaries
2.1 AHP
2.2 TOPSIS
3 School-Enterprise Co-construction Laboratory Scheme
3.1 Construction of Index System
3.2 School and Enterprise Level Evaluation
3.3 Enterprise Selecting
3.4 Accuracy Verification
4 Conclusion
References
Program Source Code Vulnerability Mining Scheme Based on Abstract Syntax Tree
1 Introduction
2 Relate Work
3 Programming Language Processing Based on Abstract Syntax Tree
4 A Vulnerability Mining Model Based on Attention Mechanism
4.1 Feature Extraction at Syntax Element Level
4.2 Line-Level Feature Extraction
4.3 Vulnerability Prediction Layer
4.4 Package Variable-Length Data
5 Theoretical Analysis
6 Conclusion
References
Correction to: Influence Analysis of the New Media Development on the Educational Resources Balance
Correction to: Chapter “Influence Analysis of the New Media Development on the Educational Resources Balance” in: J. C. Hung et al. (Eds.): Frontier Computing, LNEE 1031, https://doi.org/10.1007/978-981-99-1428-9_70
Author Index