Foreword
Organization
General Chairs
Program Committee Chairs
Publicity Chairs
Publication Chairs
Local Organizing Chairs
Program Committee Members
Contents
Data-Driven Co-design of Communication, Computing and Control for IoT Security
Analysis of Sentiment Tendency of Tourists’ Comments Based on Text Mining
1 Preface
2 Research Objects and Research Methods
2.1 Research Status at Home and Abroad
2.2 Research Object
2.3 Sentiment Analysis
3 Results of Sentiment Analysis
4 Tourism Service Improvement Strategy Based on Tourist Comments
4.1 Enlightenment on the Level of Related Travel Websites
4.2 Enlightenment on the Level of Tourism Destination Management Department
References
Analysis of Smart City Construction Based on 5G Data Technology
1 Introduction
2 Method
2.1 Urban Sculpture Management Design Under 5G Technology
2.2 Define the Inter-class Divergence Matrix
3 Methods and Experimental Research Design
3.1 People-Oriented Modern Innovation
3.2 Strengthen the Planning of Urban Sculpture Construction
3.3 Experimental Investigation Object
4 Results
4.1 Urban Sculpture is Affected by Various Factors
4.2 Current Urban Sculptures Are Affected by the 5G Era
5 Conclusion
References
Prediction of Stock Price Based on Artificial Intelligence Algorithm
1 Introduction
2 Prediction of Stock Price Based on Artificial Intelligence Algorithm
2.1 Key Issues Facing the Prediction of Stock Exchange Prices
2.2 Prediction Method of Stock Exchange Price Fluctuation Law
2.3 Feature Representation and Feature Processing
3 The Fusion of Support Vector Machine Algorithm and BP Artificial Neural Network Algorithm Based on AdaBoost Lifting Algorithm
3.1 Support Vector Machines
3.2 Build BP Artificial Neural Network Algorithm Model
3.3 Ada Boost Boosting Algorithm
4 Experimental Verification
4.1 10-Fold Cross-Validation Experiment Results Before and After the Feature Processing of the Deep Learning Algorithm
4.2 Leave-One-Out Cross-Validation Test Results
5 Conclusions
References
Variation Translation Strategy System of Intangible Cultural Heritage Based on Data Mining
1 Introduction
2 Variation Translation Strategies for Intangible Cultural Heritage
2.1 Intangible Cultural Heritage
2.2 Variation Translation
2.3 Translation Strategy System Based on Data Mining
2.4 Examples of Vocabulary Translation Based on the Translation Strategy
3 Investigation on Translation Strategies of Intangible Cultural Heritage Translation
3.1 Investigation Background
3.2 Investigation Process
4 Analysis of the Use of Intangible Cultural Heritage Translation Strategies
5 Conclusion
References
A Computer-Aided Comparative Study on Grammatical Cohesion in Abstracts of Sci-Tech Journal Papers by Chinese and American Scholars
1 Research Background
2 Research Design
2.1 Theoretical Basis
2.2 Corpus Collection
2.3 Corpus Analysis
3 Results and Discussion
3.1 Reference
3.2 Substitution and Ellipsis
3.3 Conjunction
4 Conclusion
References
Computer Graphics and Image Software in Advertising Design
1 Introduction
2 Overview of Computer Graphics and Image Software
2.1 Introduction and Application of Computer Graphics and Image Software
2.2 Application Mode of Computer Aided Design in Graphic Advertisement Design
2.3 Bresenham Algorithm
3 Ideas and Methods
3.1 Research Ideas
3.2 Experimental Methods
4 Computer Graphics and Image Software in Advertising Design
4.1 Analysis of Advantages and Disadvantages of Computer Graphics and Image Processing Software in Advertising Design
4.2 Measures for Better Application of Computer Graphics and Image Processing Software in Advertising Design
5 Conclusions
References
Design and Research of Production Information Management System for Project Based Mechanical Manufacturing Enterprises
1 Introduction
2 Method
2.1 Project Concept
2.2 Definition of Machinery
2.3 Project Type Manufacturing Enterprises
2.4 Some Algorithm Formulas Involved in the Experimental Steps
3 Experiment
3.1 Research Objects
3.2 Experimental Steps
4 Discussion
4.1 Investigation on Production Efficiency of Two Machinery Manufacturing Enterprises
4.2 Opinion Survey of Employees in Two Enterprises
5 Conclusions
References
Impact of Computer Network Technology on Regional Economic Development
1 Introduction
2 Impact of Informatization on Regional Economic Development
2.1 Main Impact Mechanisms
2.2 Growth Accounting Framework
2.3 Spatial Measurement Model
3 Contribution of Informatization to Regional Economic Development
4 Regional Information Contribution
4.1 Statistics of Information Contribution Rate
4.2 Results of Regional Information Contribution Rate
5 Conclusions
References
Chaos Algorithm of Electrical Control System Based on Neural Network Technology
1 Introductions
2 Research on Chaos of Electrical Control System
2.1 Chaos Characteristics
2.2 Distinguishing Method of Chaotic Behavior of Electrical Control System
3 Chaos Algorithm Optimization Experiment of Electrical Control System
3.1 Problems in Algorithm Optimization
3.2 Algorithm Optimization
4 Analysis of Experimental Results
4.1 Using One-Dimensional Iterative Chaotic Self-mapping as the Simulation of Chaotic Variables
4.2 Simulation of the New Chaotic Optimization Algorithm
5 Conclusions
References
Pulse Signal Acquisition System Based on Match Pursuit Algorithm
1 Introduction
2 Pulse Signal Acquisition System Based on Match Pursuit Algorithm
2.1 Matching Pursuit Algorithm
2.2 Software Design of Pulse Signal Acquisition System Based on Matching Pursuit Algorithm
3 Introduction to Development and Debugging Tools
3.1 Development Environment
3.2 Filter Processing
4 System Test
4.1 Effect of Pulse Signal Image Sparsity on the Accuracy of Parameter Estimation
4.2 Influence of Pulse Signal Image Noise on the Accuracy of Parameter Estimation
5 Conclusions
References
Data Analysis of Power System Engineering Construction Based on PPSO Algorithm
1 Introduction
2 Application Research of Power Construction Data Analysis System Based on PPSO Algorithm
2.1 Particle Swarm Algorithm
2.2 Feasibility Analysis
2.3 System Functional Requirements
2.4 System Architecture Design
2.5 Reactive Power Optimization of Power System Based on Improved Particle Swarm Algorithm
3 Data Analysis Experiment Research of Power System Engineering Construction Based on PPSO Algorithm
3.1 Experimental Protocol
3.2 Research Methods
4 Data Analysis and Experiment Analysis of Power System Engineering Construction Based on PPSO Algorithm
4.1 Comparative Analysis of Data Analysis Systems
4.2 Performance Analysis of Power Construction Data Analysis System Based on PPSO Algorithm
5 Conclusion
References
Reactive Optimization of Power System Based on K-means Algorithm
1 Introduction
2 Basic Theory of RP Optimization in Power System
2.1 Principle of RP Optimization in Power System
2.2 RP Compensation Equipment in Power System
2.3 Common RP Control Methods
2.4 Improve the Search Strategy Based on the K-means Algorithm
3 Construction of a RP Optimization Model Based on the K-means Algorithm
3.1 RP Optimization Power Grid Design
3.2 Characteristics of RP Optimization Problem
3.3 Construction of Mathematical Model
4 Study on Reactive Optimization of Power System Based on K-means Algorithm
4.1 Rereactive Optimization Node Test Model Based on K-means Algorithm
4.2 Various Data of Node Test Model
4.3 Comparative Analysis of Simulation Results
5 Conclusion
References
Design and Structure Analysis of Manipulator Based on Acceleration Sensor
1 Introduction
2 Structure Design of Manipulator
2.1 Mechanical Arm Structure Analysis
2.2 Mechanical Arm Structure Design
2.3 Kinetic Equation
2.4 Control Structure of Robot Bottom
3 Design of Mechanical Arm Based on Acceleration Sensor
3.1 Robot Arm Control Algorithm
3.2 Analysis of Joint Angle Feedback Control Parameters of Flexible Joint Manipulator
3.3 Analysis of Acceleration Sensor Feedback Control
4 Experimental Verification
5 Conclusion
References
Discussion on Decision Tree Algorithm in University Teaching Management System
1 Online Educations During the Outbreak
1.1 Courses Offered During the Outbreak
1.2 Distribution of Online Teaching Platforms During the Epidemic Period
1.3 Online Course Review Summary
2 Analyses of Problems in Teaching Management in Universities During the Epidemic Period
2.1 Teaching and Learning Aspect
2.2 Teaching Quality Supervision
2.3 Feature Analysis Based on Decision Tree Algorithm
3 The Need for Continuous Online and Offline Learning Revolution During the Epidemic Period
4 Suggestions on Teaching Management in Colleges and Universities During the Epidemic Period
References
Application of Road Vertical Algorithm Based on Directed Graph in Reconstruction of Villages and Towns
1 Introduction
2 Road Network Topology Based on Directed Graph
2.1 Network Geometry Model of Village Road
2.2 Effectiveness Inspection of Road Vertical
2.3 Build Sequence Model of Traversal
3 Algorithm Design
3.1 Data Structure
3.2 Road Vertical Design Algorithm
3.3 Verification and Simulation of Road Rainwater Flow Direction
4 Algorithm Implementation and Analysis
4.1 Experimental Environment
4.2 Experimental Analysis
5 Conclusion
References
An Improved Microphone Array Noise Reduction Algorithm for Speech Recognition
1 Introduction
2 A Study of Microphone Array Noise Reduction Algorithms for Speech Recognition
2.1 Improved Adaptive Noise Reduction Technology for Microphone Array
2.2 Evaluation of the Effect of Microphone Array Noise Reduction
3 Simulation Experiment
3.1 Microphone Array Hardware Experiment Platform
3.2 Simulation Environment
4 Simulation Experiment Analysis
4.1 SNR Comparison Analysis
4.2 LAR Comparison Analysis
5 Conclusions
References
Reactive Power Optimization of Power Project Management System Based on K-Means Algorithm
1 Introductions
2 Research on Reactive PO of Power Project Management System
2.1 Reactive PO Method of Power Project Management System
2.2 Problems with Traditional Optimization Algorithms
2.3 Design of Reactive PO Steps Based on K-Means Algorithm
2.4 System Related Calculations
3 Simulation Experiment Verification of Reactive PO Based on K-Means Algorithm
3.1 IEEE-14 Node Test System Model
3.2 Algorithm Parameter Setting
4 Comparison and Analysis of Simulation Results
4.1 Node Optimization Results
4.2 The Active Power Loss of the System
5 Conclusions
References
Variant Translation Strategy of Dough Sculpture Art Based on Deep Neural Network Algorithm
1 Introduction
2 Research on the Translation Strategy of Dough Sculpture Art Translation Based on Deep Neural Network Algorithm
2.1 Features of Dough Sculpture Art
2.2 The Main Content of the Translation
2.3 Neural Machine Translation Model
3 Experiment
4 Discussion
5 Conclusions
References
AI-Based IWrite Assisted English Writing Teaching
1 Introduction
1.1 Application of AI in the Education Field
1.2 Difficulties in Traditional English Writing Teaching
1.3 AI-Based IWrite Assisted English Writing Teaching
2 Theory
3 Teaching Practice
3.1 Teaching Experimental Subjects
3.2 Teaching Process
3.3 Result Analysis
4 Suggestions and Prospects
References
Innovative Design of Immersion Teaching Aids for Children’s Art Based on Augmented Reality Technology
1 Introduction
2 The Innovative Design of Immersion CATA Based on AR Technology
2.1 Advantages of AR in CATA
2.2 Design Principles of Art Teaching Aids for Children with AR Technology
2.3 Innovative Design Form of AR CATA
2.4 Questionnaire Analysis Algorithm
3 Research and Analysis
3.1 Research Objects
3.2 Research Process Steps
4 Experimental Research and Analysis on the Innovative Design of Immersion CATA Based on AR Technology
4.1 Analysis of Children’s Color Sensitivity
4.2 Analysis of the Importance of Art Teaching Aids to Children
5 Conclusions
References
The Innovation of Student Education Management Model Based on Internet Technology
1 Introduction
2 Overview of Student Education Management Model Based on Internet Technology
2.1 The Concept of Internet Education
2.2 Definition of School Social Work
2.3 Characteristics of Education Management Model
2.4 Internet Technical Support
3 Construction of Student Education Management Model Based on Internet Technology
3.1 The Construction of Internet Technology on Student Education Management Mode
3.2 Innovative Implementation of Student Education Management Model Based on Internet Technology
3.3 Operation of Student Education Management Model
4 Analysis of the Effect of Student Education Management Model Based on Internet Technology
5 Conclusion
References
Influence of Chinese Language Development Based on Improved Fuzzy Mean Clustering Algorithm
1 Introduction
2 Based on the Theoretical Basis of Chinese Language Development Based on the Improved Fuzzy Mean Clustering Algorithm
2.1 Data Mining
2.2 Improved FMCA
2.3 Chinese Language
3 CL Development Experiment Based on Improved FMCA
3.1 Experimental Background
3.2 Experimental Process Steps
4 Experimental Analysis of CL Development Based on Improved FMCA
4.1 Comparative Analysis of the Error Rate of Clustering Results Under Different Algorithms
4.2 Analysis of the Effect of Improved FMCA on Promoting the Development of CL
5 Conclusion
References
Design of Flight Control System Based on Data Drive
1 Introductions
2 Flight Control System Research
2.1 The Composition of the Flight Control System
2.2 Application of Data Driven in Flight Control System
3 Design of Flight Control System Based on Data-Driven
3.1 System Design Scheme
3.2 System Initialization
3.3 Sensor Data Collection
3.4 System Development Environment
3.5 Data-Driven Off-Line Tuning Algorithm for Fractional Controller Parameters
4 Physical Simulation Test
5 Conclusions
References
Solving Second-Order Nonlinear Ordinary Differential Equations Based on Improved Genetic Algorithm
1 Introduction
2 Application Research Based on Improved Genetic Algorithm in Second-Order Nonlinear Ordinary Differential Equations
2.1 Genetic Algorithm and Ordinary Differential Equations
2.2 Local Search Algorithm
2.3 Improved Algorithm for Solving Second-Order Nonlinear Ordinary Differential Equations
3 Experimental Research Based on Improved Genetic Algorithm in Second-Order Nonlinear Ordinary Differential Equations
3.1 Experimental Protocol
3.2 Research Methods
4 Experimental Analysis Based on Improved Genetic Algorithm in Second-Order Nonlinear Ordinary Differential Equations
4.1 Comparative Analysis of Algorithms in Different Reproduction Algebras
4.2 Selection of Population Individual Number and Result Analysis
5 Conclusion
References
The Application of Decision Tree and Data Analysis in Management System
1 Introduction
2 Data Mining and Decision Tree
2.1 Association Analysis
2.2 Classification and Prediction
2.3 Clustering
2.4 Decision Tree Method
3 Data Mining in Teaching Management
3.1 Evaluation of Students’ Comprehensive Quality
3.2 Teacher Evaluation
3.3 Reasonable Curriculum and Teaching Method Selection
3.4 Evaluation of Examination Paper and Quality
3.5 Training and Management of Students Network Teaching Service
3.6 Network Teaching Service
4 Conclusion
References
Research on Mathematical Modeling Optimization of Recognition Algorithm Based on Multi Feature Extraction
1 Introduction
2 Principles and Algorithms of Chinese Character Recognition
2.1 The Principle of Chinese Character Recognition
2.2 Chinese Character Recognition Based on Statistical Decision Method
2.3 Extraction of Rough Peripheral Features of Chinese Characters
2.4 Chinese Character Recognition Based on Structural Feature Method
3 Recognition Algorithm Based on Multi Feature Extraction
3.1 Analysis of Current Algorithms for Handwritten Chinese Character Recognition
3.2 Mathematical Model of Handwritten Chinese Character Feature Extraction
4 Optimization of Eigenvalues of Mathematical Functions for Chinese Character Recognition Based on Statistical Features
5 Conclusion
References
Genetic Algorithm Image Segmentation Method Based on Membrane Computing
1 Introduction
2 Common Methods of Image Segmentation
3 Genetic Algorithm, KSW Direct Method and System
3.1 Genetic Algorithm (GA)
3.2 ksw Direct Method
3.3 Point three System
4 Experimental Structure Analysis
5 Conclusion
References
Research on Brake Shoe Clearance Monitoring of Mine Hoist Based on Multi-sensor
1 Introduction
2 The Introduction of the Clearance Monitoring System of Hoist Brake Shoe
2.1 Working Principle of Mine Hoist Brake System
2.2 System Control Scheme Design
3 System Hardware Selection and Design
3.1 Hardware Selection
3.2 Control System Circuit
4 System Software Design
4.1 Principles of Software System Design
4.2 General Design Flow Chart of System Software
4.3 Software Reliability Design
5 Conclusion
References
Design of Cooperation Platform Based on HTML5 Framework
1 Introduction
2 System Requirement Analysis
3 The Design Idea and Technology Selection of this System
3.1 Design Idea of the System
3.2 System Technology Selection
4 Implementation of System Function Based on HTML5
5 Conclusion
References
Multi-objective Production Allocation Model Based on Multi-mode Technology
1 Introduction
2 Problems and Ideas
3 Establish Optimization Model
4 Solution Algorithm
5 Conclusion
References
Authentication and Access Control for Data Usage in IoT
Development of E-Commerce Based on Digital Information Technology
1 Preface
2 Overview of the Development of Digital Trade and E-Commerce
2.1 Development Trend of Digital Trade and E-Commerce
2.2 Digital Trade, E-Commerce Operation Mode
3 Problems and Deficiencies
3.1 Digital Trade is at the Low End of the Value Chain
3.2 The Development of Domestic Telecommunications Infrastructure is Lagging Behind
3.3 Weak Voice in International Rulemaking
3.4 The Domestic Intellectual Property Protection System is not Found
4 Exploration of Development Path
4.1 Strengthen the Construction of Digital Infrastructure
4.2 Innovate Trade Models and Seize the Initiative to Formulate Rules
References
Big Data Clustering Algorithm Based on Computer Cloud Platform
1 Introduction
2 Big Data Clustering Algorithm Based on Computer Cloud Platform
2.1 Hadoop Cloud Computing Platform
2.2 Clustering Algorithm
2.3 Optimization of Clustering Algorithm
2.4 Research on Parallelization of Clustering Algorithms
3 Big Data Clustering Algorithm Optimization Experiment
3.1 Experimental Environment
3.2 HDP Cluster Deployment
4 Experimental Results and Analysis
4.1 Text Clustering Efficiency Test Experiment
4.2 Clustering Quality Experiment
5 Conclusion
References
Application Analysis of Big Data Mining Based on Internet of Things Technology
1 Introduction
2 Application Analysis of Big Data Mining Based on IoT Technology
2.1 Data Technology Application of the IoT
2.2 K-Means Clustering Algorithm Analysis
2.3 LDCK-Means Algorithm
2.4 LDC Algorithm Principle
3 Application of Big Data Mining Based on the IoT Technology
3.1 Experimental Project
3.2 Hadoop Experimental Environment
3.3 Preparation of Experimental Data Set
4 Application Data Analysis Based on Big Data Mining of Iot Technology
4.1 Clustering Accuracy of the Algorithm in Data Mining
4.2 Algorithm Speedup
5 Conclusion
References
Analysis on the Application of Intelligent Data Analysis Technology of Internet of Things in E-Commerce System
1 Introduction
2 The Development Trend of Intelligent Data Analysis Technology of Internet of Things in E-Commerce System
3 Analyze the Advantages of Intelligent Data Analysis Technology of Internet of Things Under E-Commerce Mode
4 How to Match the Demand of E-Commerce Supply Chain Process with Intelligent Internet of Things
5 Conclusions and Prospects
5.1 Internet of Things Application Upgrade
5.2 Application of Blockchain Technology
References
Application of Image Processing Technology in Target Recognition by UAV
1 Introduction
2 Image Processing Technology and Commonly Used Target Recognition Algorithms
2.1 Mainstream Image Processing Methods
2.2 Target Recognition Technology and Algorithm
3 Application Research of Target Recognition of Military UAV
3.1 Overview of Application of Military UAV in Target Recognition
3.2 Framework of Target Recognition System
3.3 Target Identification Process of UAV
3.4 Application Value and Prospect of UAV Target Identification
4 Conclusion
References
The Application of Big Data Technology in University Library Management Service
1 Introduction
2 The Application of University Library Management Service Based on Data Mining Technology
2.1 Data Mining Technology
2.2 Analysis of Existing Problems in Management Services of University Libraries
2.3 Design of University Library Management System Based on Data Mining
2.4 Data Association Analysis Based on Books
2.5 Implementation Analysis of Digital Service Data Mining
3 Experimental Research on the Application of Big Data Technology in University Library Management Services
3.1 Experimental Protocol
3.2 Research Methods
4 Application Experiment Analysis of Big Data Technology in University Library Management Service
4.1 Comparative Analysis of Library Management Service Systems
4.2 Performance Analysis of University Library Management Service Based on Data Mining Technology
5 Conclusion
References
Project Management Mechanism Research of Distribution Network Based on Big Data
1 Introduction
2 Digital Transformation Path of Power Grid Enterprises
3 Innovation of Distribution Network Project Management Mechanism
3.1 Analysis of Difficulties in Power Distribution Network Project Management and Control
3.2 The Status Quo of Big Data Management of Distribution Network Engineering Projects
3.3 Application of Big Data in Distribution Network Engineering Projects
4 Conclusion
References
Big Data Information Technology Application in Logistics Cost Management and Control
1 Introduction
2 The Connotation of Big Data
3 The Impact of Big Data Information Technology on the Logistics Industry
3.1 Improve the Intelligentization of the Logistics Industry
3.2 Can Promote the Industry Development
3.3 Improve User Experience
4 Advantages of Big Data Information Technology in Logistics Management
4.1 Master the Information About the Operation of the Enterprise
4.2 Provide a Basis for Logistics Companies to Make Correct Decisions
4.3 Avoid Losing Customers
5 The Big Data Application of Information Technology in Logistics Cost Management
5.1 Intelligent Commercial Property Forecasting (Analysis of Goods-Routing Planning)
5.2 Logistics Pricing
5.3 Smart Terminal Distribution (Hub Network Layout + Smart Express Cabinet)
5.4 User Satisfaction Analysis
6 Conclusion
References
Exploration on the Application of GIS Technology in the Field of Ecological Protection
1 Introduction
2 Exploration of the Application of GIS Technology in the Field of Ecological Protection
2.1 Functions of GIS
2.2 Advantages of GIS in Ecological Protection
3 Experiment
3.1 Data Processing
3.2 Environmental Sensitivity Assessment of Soil Erosion
3.3 Assessment of Geological Hazard Sensitivity Model
4 Discussion
4.1 Evaluation Results of Soil Erosion Sensitivity Based on GIS Overlay Analysis Model
4.2 Comprehensive Assessment of Ecological Environment Sensitivity
4.3 Ecological Protection Management Countermeasures
5 Conclusions
References
Remote Mechanical Monitoring Electronic Technology Based on KNN Optimization Algorithm
1 Introduction
2 RMM Electronic Technology Based on KNN Optimization Algorithm
2.1 RMM System Technology
2.2 Function of RMM System
2.3 Delay Processing of RMM
2.4 KNN Optimization Algorithm Monitoring and Diagnosis
3 Research and Analysis
3.1 Research Objects
3.2 Research Process Steps
4 Experimental Research and Analysis of RMM Electronic Technology Based on KNN Optimization Algorithm
4.1 Remote Monitoring System of KNN Optimization Algorithm
4.2 Remote Monitoring of Vibration Peak
5 Conclusions
References
The Design of Household Intelligent Health Care Products Based on Internet Technology
1 Introduction
2 Product Features
3 Definition and Countermeasures
3.1 Definition of Smart Home Health Care Products
3.2 Innovative Design of Double Drill Design Pattern
3.3 The Essentials of Innovative Design of Three-Level Theory
4 Design Trends for the Future
4.1 Human Computer Interaction Data Visualization
4.2 Sports and Fitness Entertainment
4.3 4Digitalization of Ways to Maintain Health at Home
5 Conclusion
References
Improvement Strategy of Distributed Delay Task Based on Timing Wheel Algorithms
1 Introduction
2 Timing Wheel Algorithm
3 Improvement Strategy of Distributed Delay Task
3.1 Accuracy of Tasks
3.2 Memory Occupancy
3.3 Distributed Deployment
3.4 Recovering Current Situation
4 Analysis of Test Results
5 Conclusions
References
Application of VR Virtual Simulation Technology in Teaching and Learning
1 Introduction
2 Application Research of VR Virtual Simulation Technology in Teaching and Learning
2.1 Challenges of Carrying Out Practical Teaching in the VR Era
2.2 Countermeasures for Practical Teaching
3 Design of Classroom Flipping Teaching Mode Based on VR Virtual Simulation Technology
3.1 Design Purpose
3.2 Design Process
4 Experimental Analysis
4.1 Sample Analysis
4.2 Interest Analysis
4.3 Comparison of pre- and Post-performance
5 Conclusions
References
Implementation of Security Technology of Cloud Computing Platform Based on Hadoop
1 Introduction
2 Security Technology Application of Cloud Computing Platform Based on Hadoop
2.1 Cloud Computing
2.2 Design of File Management System Based on HDFS Cloud Computing
2.3 Safety Plan Design
3 Experimental Research on Security Technology of Cloud Computing Platform Based on Hadoop
3.1 Experimental Program
3.2 Experimental Method
4 Experimental Analysis of Security Technology of Cloud Computing Platform Based on Hadoop
4.1 Change the Test Result of Sequence Length
4.2 Change the Test Result of k Value
5 Conclusions
References
Exploration of Ecological Restoration Test Simulation Based on Simulation Virtual Technology
1 Construction Background of Virtual Simulation Experiment
2 Teaching Content Design of Virtual Simulation
2.1 On-site Survey
2.2 Engineering Treatment
2.3 Landscape Ecological Restoration
2.4 Restoration Effect Evaluation
3 Framework Construction of Virtual Simulation Teaching Process
3.1 Perceptual Learning
3.2 Cognitive Learning
3.3 Practical Operation
3.4 Comprehensive Application
3.5 Online Testing
3.6 Comprehensive Evaluation
4 Construction Method of Virtual Simulation Experiment
5 Characteristic Innovation of Virtual Simulation Experiment
5.1 Case Relied on of the Project Development - Advanced, Typical and Exemplary Case
5.2 Necessity of Virtual Simulation Experiment Project Construction
6 Conclusion
References
Fault Identification of Power Grid Based on BP Neural Network
1 Introduction
2 Power Grid Fault Simulation and Characteristics
2.1 Fault Type
2.2 Fault Simulation
2.3 Fault Feature Selection
3 Fault Identification of Power Grid Based on BP Neural Network
3.1 BP Neural Network
3.2 BP Neural Network Training Set and Test Set
4 Conclusions
References
Intelligent Traffic App Operation Mode and Prediction of People Based on Big Data
1 Introduction
2 Bus Operation and People Flow Prediction Based on Big Data
2.1 Bus Operation Organization Process and Bus Data
2.2 Big Data Acquisition and Preprocessing Technology
2.3 Traffic Flow Prediction Modeling
3 Human Flow Prediction Simulation Experiment
3.1 Data Sources
3.2 Evaluation Indicators
4 Simulation Experiment Results and Analysis
4.1 Prediction Value Error
4.2 Predictive Error Indicators
5 Conclusions
References
Attack Methods and Prevention Strategies of Computer Network Security
1 Introduction
2 Computer Network Security Attack Methods and Prevention Strategies
2.1 Common Computer Network Security Attacks
2.2 Preventive Strategies for Computer Network Security
2.3 Network Attack and Defense Stochastic Differential Game Model Design
2.4 Network Security Attack Detection Model Based on Support Vector Machine
3 Experimental Research on Computer Network Security Attack Methods and Defense Strategies
3.1 Experimental Environment
3.2 Experimental Equipment
3.3 Evaluation Index
4 Computer Network Security Attack Methods and Defense Strategy Data Analysis
4.1 Risk Situation
4.2 Node Verification and Calculation Time-Consuming
5 Conclusion
References
Control System of Quad-Rotor Aircraft Based on EDA
1 Introduction
2 Quadrotor Control System Based on EDA
2.1 Working Principle of the Flight Control System
2.2 Quadrotor Control System Based on EDA
2.3 EDA
3 Experimental Research on Quadrotor Control System Based on EDA
3.1 Software System Construction of Quadrotor Flight Platform
3.2 Experimental Project
4 Data Analysis of Quadrotor Control System Based on EDA
4.1 No Wind Field Interference Position Changes and Errors
4.2 Location Changes and Errors with Wind Field Interference
5 Conclusion
References
Software Development of Intelligent Pension Monitoring System Based on Ant Colony Optimization Algorithm
1 Introduction
2 Software Development of Intelligent Elderly Care Monitoring System Based on Ant Colony Optimization Algorithm
2.1 Demand Analysis
2.2 Software Development and Design of Intelligent Elderly Care Monitoring System Based on Ant Colony Optimization Algorithm
3 Experimental Design
3.1 Elderly Fall Experiment
3.2 Spo2 Module Test
4 Analysis of Test Results
4.1 Blood Oxygen Measurement Data
4.2 Analysis of the Test Results of the Fall Experiment
5 Conclusion
References
Design of Computer Network Security Monitoring System Based on Programming Language
1 Introductions
2 Research on Computer Network Security Monitoring System
2.1 Defects of Computer Network Security Monitoring System
2.2 Application of Programming Language Development in System Design
2.3 Evaluation of Computer Network Security and Health
3 Computer Network Security Monitoring System Design Based on Programming Language Development
3.1 The Overall Framework of the System
3.2 Data Acquisition Module
3.3 Data Analysis Module
3.4 Network Equipment Security Monitoring Module
3.5 Visualization Module
3.6 System Implementation
4 Computer Network Security Monitoring System Monitoring Based on Programming Language Development
4.1 System Performance Test
4.2 System Use Evaluation
5 Conclusions
References
Environmental Monitoring and Evaluation of 10 KV Distribution Station Room Based on Internet of Things
1 Introduction
2 Environmental Monitoring and Evaluation of 10 KV Distribution Station Room Based on the IoT
2.1 Demand Analysis of the 10 KV Distribution Station Room Environmental Monitoring and Evaluation System Based on the IoT
2.2 Design of the 10 KV Distribution Station Room Environment Monitoring and Evaluation System Based on the IoT
3 Experimental Design
3.1 Temperature Acquisition Test
3.2 Humidity Collection Test
3.3 Test Error Analysis
4 Experimental Data Analysis
4.1 Analysis of Temperature Acquisition Data
4.2 Analysis of Humidity Test Data
5 Conclusion
References
Natural Language Processing in Language and Literature Based on Target Detection Algorithm
1 Introduction
2 Target Detection Technology
2.1 Target Detection Algorithm
2.2 Evaluation of Algorithm Performance
3 The Current Situation of Language and Literature Education in China
4 This Paper Analyzes the Aesthetic Factors Embodied in Different Literary Forms of Chinese Language and Literature
4.1 Aesthetic Factors Embodied in Chinese Characters
4.2 Aesthetic Factors Embodied in Poetry
5 The Specific Implementation Strategy of Integrating Aesthetic Factors into the Education of Chinese Language and Literature
6 Conclusion
References
Application of Cluster Analysis Algorithm in the Construction of Education Platform
1 Introduction
2 Cluster Analysis
3 The Feasibility of Applying the Teaching and Education Platform Based on Clustering Analysis to English Teaching
3.1 Constructivism Theory
3.2 Theory of Social Interaction Learning
3.3 The Characteristics of College English Teaching by Using Platform
4 The Application of Cluster Analysis in Teaching
4.1 Building Educational Learning Platform
4.2 Design of Teaching Plan of College English Course
4.3 Track Students’ Progress
5 Conclusion
References
Based on Reconfigurable Modular Intelligent Snake Robot and Three-Dimensional Multi Motion Simulation
1 Introduction
2 Characteristics and Structure Design of Modular Snake Machine
2.1 Characteristics of Modular Snake Robot
2.2 Mechanical Structure Design
3 Control System and Control Algorithm
3.1 Control System
3.2 Control Algorithm
4 Analysis of 3D Multi Motion Simulation
4.1 Gait Analysis
4.2 Mathematical Model Analysis
4.3 Experimental Results
5 Conclusion
References
Cloud Storage for Management System
1 Introduction
2 Research on the Development of Education Management Information System Under Education Informatization 2.0
2.1 Analysis on Information System
2.2 Project Management Analysis
3 The Countermeasures of Developing and Perfecting Education Management Information System
3.1 Promote the Development and Application of Mobile Education Management Information System
3.2 Increase Capital Investment and Make Efficient Use of Capital
4 Conclusion
References
Fitting Approximation Algorithm for Applied Mathematical Model
1 Introduction
2 Algorithm Model
2.1 Fitting Model
2.2 Fuzzy Value Function Fitting
3 Approximation Algorithm
3.1 Background and Significance of Approximation Algorithm
3.2 Approximation Algorithm and Function Space
4 Applied Mathematical Model
4.1 Significance of Model
4.2 Model Establishment
5 Conclusion
References
Multi-sensor Technology for Construction Safety Early Warning System of Bowl Buckle Full Hall Support of Highway Bridge
1 Introduction
2 Bowl Buckle Full House Support
3 Analysis of Influencing Factors of Full Support Accident
3.1 Reasons for the Construction Materials of Fastener Type Steel Pipe Support
3.2 The Design Model of Full Framing is Unreasonable
3.3 Nonstandard Construction of Full Framing
4 Research on Construction Safety Early Warning System of Bowl Buckle Full Framing
4.1 System Function Requirement Analysis
4.2 System Structure
4.3 System Functions
4.4 Research on Real-Time Monitoring Pre-processing Based on Wavelet Neural Network
4.5 Monitoring Information Alarm
5 Conclusion
References
Service Innovation of Intelligent Library Based on 5G + AI
1 Introduction
2 Overview of Computer Technology
2.1 System Architecture Technology
2.2 System Management Technology
2.3 System Maintenance Technology
2.4 System Application Technology
3 Management Information System and Its Development
3.1 Management Information Systems
3.2 Understanding of System Development
4 Demand Analysis of Library Information System
5 Design of Library Information System
5.1 Overall Design
5.2 Database
5.3 Input and Output Design
6 Testing of Library Information System
7 Conclusion
References
Evaluation of Low Carbon Economy Development Level Based on Fuzzy Synthesis Algorithm
1 Introduction
2 The Level of Evaluation of Low Carbon Economy Development and Analysis of Fuzzy Factors
3 The Establishment of Decision Model of Fuzzy Comprehensive Evaluation
3.1 A Fuzzy Comprehensive Evaluation Model of First Level
3.2 Decision Model of Multi-objective Fuzzy Comprehensive Evaluation
4 Comprehensive Evaluation and Countermeasures of Low Carbon Economy
4.1 Comprehensive Evaluation of Low Carbon Economy Development Level
4.2 Countermeasures and Suggestions
5 Conclusion
References
Cloud Computing in Computer Digital Media Art in Animation Design
1 Introduction
2 The Concept and Characteristics of Digital Media Art
2.1 Concept and Development of Digital Media Art
2.2 Essential Characteristics of Digital Media Art
3 The Influence of Digital Media Art on Animation Design
3.1 Diversified Performance Style
3.2 Animation Design Enters a New Era of Development
3.3 The Content of the Work has More Space for Expression
3.4 The Efficiency of Creation has been Greatly Improved
4 The Application of Digital Media Art in Animation Design
4.1 Application of Digital Media Art in 2D Animation
4.2 The Application of Digital Media Art in Film and Television Animation
4.3 Adhere to the Development of Animation with Chinese Characteristics
4.4 Pay Attention to the Cultivation of Animation Digital Technology Talents
5 Conclusion
References
Experiments, Test-Beds and Prototyping Systems for IoT Security
Optimal Tourist Route Optimization Model Based on Cloud Data
1 Introduction
2 Tourism Route Optimization Model Based on Cloud Data
2.1 Route Optimization Based on Genetic Algorithm
2.2 Route Planning in Cloud Data Environment
3 Simulation Experiment Settings
3.1 Data Sources
3.2 Experimental Environment
4 Simulation Experiment Results
4.1 Relationship Between Travel Benefit Value and Travel Interest Point
4.2 Relation between Travel Benefit Value and Designated Point of Interest
5 Conclusions
References
Practical Application Exploration of Animation Design Based on Short Video Technology
1 Introduction
2 Short Video Technology and Animation Design
2.1 Basic Characteristics of Short Video
2.2 The Unique Advantages of Short Video Technology in Animation Design
2.3 Animation Design Combined with Artistic Expression of Short Video
3 Research and Analysis of Short Video Animation Fans
3.1 Age Distribution of Short Video Animation Enthusiasts
3.2 Professional Distribution of Short Video Anime Lovers
3.3 Gender Distribution of Short Video Animation Lovers
3.4 Distribution of Educational Background of Short Video Animation Fans
4 Animation Design Innovation Based on Short Video Technology
4.1 Emotional Appeal of Animation Design
4.2 Animation Modeling Design Innovation
4.3 Animation Color Design
4.4 Animation Scene Design
4.5 Animation Text Design
5 Conclusions
References
The Multi-module Professional Service Training Platform Based on the Internet and Information Technology
1 Introduction
2 Construction of a Multi-module Professional Service Training Platform with Home Care as the Core
2.1 Multi-module Professional Service Training Platform for Home Care
2.2 Credibility Measurement of Home Care Services
3 Experiment on the Construction of a Multi-module Professional Service Training Platform with Home Care as the Core
4 Experimental Research on the Construction of a Multi-module Professional Service Training Platform with Home Care as the Core
4.1 Service Module
4.2 Maintenance Module
4.3 Education and Training Modules
5 Conclusions
References
Interaction Rituals Performed by Fans Using New Media in China Against the Background of the “Internet+”
1 The Theory of Interactive Ceremony in the Context of “Internet+”
2 Fans’ Performance in Interaction Rituals Using New Media Against the Background of the “Internet+”
3 Features of Interaction Rituals of Fans Using New Media Against the Background of Internet+: Presence Without Physicality
4 Conclusion
References
Recommendation System Based on Semantic Web
1 Introduction
2 Semantic Recommender System
2.1 Semantic Web
2.2 Recommended Generation Methods
3 Applications
4 Tag
References
Short-Term Power Load Forecasting Method Based on Cloud Computing and Intelligent Algorithms
1 Introduction
2 Combined Prediction Model Based on Cloud Computing and Intelligent Algorithm
2.1 Power Load Forecasting
2.2 SVM Predictive Model Construction
2.3 Combined Predictive Model Based on Cloud Computing
3 Simulation Experiment of Combined Forecast Model Based on Cloud Computing
3.1 Experimental Environment
3.2 Sample Selection
4 Simulation Experiment Conclusion
4.1 Computing Time of Different Platforms
4.2 Error Analysis of Different Platforms
5 Conclusions
References
Digital Hotel Unified Management Platform Under Artificial Intelligence
1 Introduction
2 Research and Design of Digital Hotel Unified Management Platform Under AI
2.1 Overview of Digital Hotel Unified Management Platform Under AI
2.2 System Functional Requirements
2.3 Design of Digital Hotel Unified Management Platform Under AI
3 Platform Deployment and Testing
3.1 Deployment Environment
3.2 Platform Operation
4 Test Analysis
4.1 Platform Operation Efficiency
4.2 Training Implementation and Customer Service Evaluation
5 Conclusions
References
Analysis on the Application of Pulse Acquisition Technology in Intelligent Crutches System
1 Introduction
2 Application of Pulse Acquisition Technology in Intelligent Crutches System
2.1 Pulse Acquisition Module Design
2.2 System Software Design
2.3 System Function
3 Experimental Research on the Application of Pulse Acquisition Technology in the Intelligent Crutches System
3.1 Body Posture Monitoring Function Test
3.2 System Heart Rate Monitoring Function Test
4 Application Data Analysis of Pulse Acquisition Technology in Intelligent Crutches System
4.1 Fall Inspection Test Results
4.2 System Heart Rate Monitoring Function Test
5 Conclusion
References
The Impact of Audiovisual Network Media on Remodeling and Policies for College Students’ Values
1 Audiovisual Network Media is an Important Carrier of University Popular Culture
2 Audiovisual Network Media Remodels College Students’ Values
2.1 Positive Meanings
2.2 Negative Meanings
3 Audiovisual Network Media Strengthens the Recognition of College Students’ Values and Helps Explore the Value Remodeling Method
4 Epilogue
References
Innovative Design and Theory of Urban Environmental Protection Art Network Under Information Technology
1 Introduction
2 Method
2.1 Public Goods Theory of Urban Environmental Protection Infrastructure
2.2 Measurement of High Pressure and Low Suction
3 Experience
3.1 Experimental Object Extraction
3.2 Experimental Analysis
4 Discussion
4.1 Variable Selection and Data Description
4.2 Analysis on the Composition of GSCM
5 Conclusion
References
Application of Computer Virtual Simulation Technology in Landscape Design
1 Introduction
2 The Content of Space Cognition in Landscape Design
2.1 A Place to Present the Landscape
2.2 Centralization of Space
2.3 Virtual Space in Landscape Composition
3 Virtual Simulation Technology
4 Virtual Simulation Technology for Landscape Design Teaching
4.1 Deepen Students’ Understanding of Space Scene
4.2 Help Students and Teachers Have Better Interaction
4.3 Stimulate Students’ Creative Thinking
5 Construction of Virtual Simulation Training Base
5.1 Allocation of Hardware Equipment
5.2 Support of Corresponding Software
5.3 Construction of Data Material Database
6 The Content of Virtual Simulation Technology in Landscape Design Teaching
6.1 Theoretical Teaching of Design Courses
6.2 Practice of Engineering Courses
6.3 Perception of Landscape Space
6.4 Verification of Landscape Design Scheme
6.5 Further Sharing of Network Teaching Resources
7 Concluding Remarks
References
Improved Method of Parallel DC-DC Boost Converter Based on Main Current Control
1 Introduction
2 Working Principle of Parallel DC-DC Boost Converter Based on Main Current Control
2.1 Modulation Mode
2.2 Control Mode
2.3 Implementation
2.4 Design of Parallel DC-DC Boost Converter Based on Main Current Control
2.5 Principle of Parallel Main Current Control
2.6 Design Method of Parallel DC DC-Boost Converter Circuit for Main Current Control
3 Experimental Simulation of Parallel DC-Boost Converter Based on Main Current Control
3.1 Experimental Platform and Parameter Setting
3.2 Efficiency Analysis of the Parallel DC-Boost Converter
4 Conclusion
References
Identification of Traditional Chinese Medicine Based on Internet of Things Technology
1 Introduction
2 Identification of Chinese Medicine Based on the Internet of Things Technology
2.1 Construction of Chinese Medicinal Materials Data Set Based on the Internet of Things Structure
2.2 Convolutional Neural Network
2.3 Design of Chinese Herbal Medicine Identification Algorithm
3 Chinese Medicine Identification Experiment
3.1 Experimental Environment
3.2 Evaluation Index
4 Analysis of the Results of Traditional Chinese Medicine Identification Experiments
4.1 Authenticity Identification Experiment
4.2 Category Classification Experiment
5 Conclusions
References
The Application of Computer Multimedia Technology to the Informatization of Linguistic Content
1 Introduction
2 Using CMT to Make Linguistic Content Information
2.1 Current Situation of Multimedia Assisted Language Teaching
2.2 CMT Makes the Information Advantage of Linguistic Content
2.3 Computer Multimedia Linguistics Content Information Technology
3 Experimental Study
3.1 Subjects
3.2 Experimental Process Steps
4 Using CMT to Make Linguistic Content Information Experimental Research and Analysis
4.1 Sensory Analysis of CMT Language Teaching Informatization
4.2 The Application of CMT in Language Teaching Informatization
5 Conclusions
References
Application of Network Security in Logistics Information Management Platform
1 Introduction
2 Application of Network Security in Logistics Information Management Platform
2.1 Application of Network Security in Logistics Information Management Platform
2.2 Functional Design of Logistics Information Management Platform Based on Network Security
3 System Test of Logistics Information Management Platform Based on Network Security
3.1 Test Methods and Means
3.2 Test Environment
3.3 Performance Test
3.4 Test Items
4 Data Analysis of Logistics Information Management Platform
4.1 Response Time
4.2 Analysis of Some Performance Test Cases
5 Conclusion
References
Application of VR Virtual Simulation Technology in Medical Teaching Experiment
1 Introduction
2 Application of VR Virtual Simulation Technology in Medical Teaching Experiment
2.1 Virtual Laboratory
2.2 Application of VR Virtual Simulation Technology in Medical Anatomy
2.3 Application of VR Virtual Simulation Technology in Surgical Operation Training
2.4 Design Principles of Virtual Simulation Experiment
3 Case Implementation
3.1 Experiment Object
3.2 Data Processing
4 Effect Analysis
4.1 Likeness Analysis
5 Exam Results
6 Conclusions
References
Simulation and Simulation of Virus Transmission in Virtual Network Based on Time Series Network
1 Introduction
2 Simulation and Simulation of Virus Transmission in Virtual Network Based on Time Series Network
2.1 Characteristics of Computer Viruses
2.2 Classical Computer Virus Transmission Model
2.3 Research Method of Virus Transmission Dynamics Based on Time Series Network
3 Experiment
3.1 Model Establishment
3.2 Basic Reproduction Number
4 Discussion
5 Conclusions
References
Information Management of Port Transportation Supply Chain Based on Computer Network
1 Introduction
2 Commercial Vehicle Business Optimization Based on Computer Network Technology
2.1 Related Computer Network Technology
2.2 Process Optimization Effect
2.3 The Advantages of Computer Network Technology in the Operation of Commercial Vehicles
3 Design of Information Sharing System Based on Computer Network
3.1 System Design Overview
3.2 Overall System Architecture
3.3 System Function Module Design
4 System Test
4.1 System Response Time Test
4.2 System Function Module Test
5 Conclusions
References
Development and Application of Intelligent Auxiliary Technology for Ships Maritime Foreign-Related Emergency Disposal
1 The Overview of Development and Application of Artificial Intelligence (AI)
2 The Demand of Artificial Intelligence (AI) for Maritime Foreign-Related Emergency Disposal (MFED)
2.1 Solve Maritime Language Communication Obstacles
2.2 Search Information of Ship and Aircraft Fast
2.3 Provide Expert Consultation in Various Fields
2.4 Solve the Problem of Limited Vision
2.5 Cooperate with Manual Disposal
3 Development and Application of Intelligent Auxiliary System in Maritime Foreign-Related Emergency Disposal (MFED)
3.1 Maritime Foreign-Related Intelligent Speech Recognition and Translation System
3.2 Maritime Foreign-Related Intelligent Retrieval System
3.3 Intelligent Auxiliary Decision-Making System for Maritime Foreign-Related Emergency Disposal (MFED)
3.4 Intelligent 3D Modeling and Imaging System for Maritime Foreign-Related Emergency Disposal (MFED)
3.5 Multifunctional Intelligent Mobile Robot Assistant for Maritime Foreign-Related Emergency Disposal (MFED)
References
Application of Computer Multimedia Technology in the Design of English Education Curriculum
1 Introduction
2 The Application of CM Technology in the Design of EE Courses
2.1 MT
2.2 Constructivist Learning Theory
2.3 English Education Courses
3 Experimental Research on the Application of CM Technology in EE Curriculum Design
3.1 Experimental Background
3.2 Experimental Content
4 Experimental Analysis of the Application of CM technology in EE Curriculum Design
4.1 Analysis of the English Scores of the Classes
4.2 Analysis of the Effect of CM Technology on English Courses
5 Conclusions
References
Experimental Information System Evaluation of Preparatory Students Based on Data Analysis
1 Research Assumptions and Research Problems
1.1 Research Hypothesis
1.2 Research Problems
2 Research Process
2.1 Research Object
2.2 Research Tools
3 Research Results
3.1 Data Before and After the Word Processing Self-test Scale
3.2 Information Learning Ability Self-test Scale Before and After the Test Data Results
3.3 Results of Data Before and After the Self-test Scale of Informatization Scientific Research Level
4 Research Conclusions
4.1 Is Conducive to Improving the Word Processing Ability of Preparatory Students
4.2 Is Conducive to Improving the Information Learning Ability of Preparatory Students
4.3 Is Conducive to Enhancing the Information-Based Scientific Research Ability of Preparatory Students
5 Conclusions
References
Application of Internet of Things Technology in Smart Home Interior Design
1 Introduction
2 Theoretical Research on Smart Home Based on Internet of Things Technology
2.1 IOT Technology
2.2 SM
2.3 Technical Realization of SM Design System
3 Experiments on the Application of IOT Technology in the Interior Design of SM
3.1 Research Background
3.2 Experimental Process Steps
4 Experimental Analysis of the Application of IOT Technology in the Interior Design of Smart Homes
4.1 Differences in the Development of SM Interior Design at Home and Abroad
4.2 The Effect of the IOT Technology in the Interior Design of SM
5 Conclusion
References
Analysis on the Application of Electronic Diagnosis Technology in the Components of Energy Meters in Intelligent Equipment
1 Introduction
2 Research on the Application of ED Technology in Smart Equipment EEM Components
2.1 ED Technology
2.2 EEM
2.3 Components
3 Research on the Application of ED Technology in Smart Equipment EEM Components
3.1 Experimental Background
3.2 Experimental Process Steps
4 Application Research and Analysis of ED Technology in Smart Equipment EEM Components
4.1 Research on Health Monitoring of Electronic Diagnosis Technology in Circuits
4.2 Research on Fault Diagnosis of Electronic Diagnosis Technology in Circuits
5 Conclusion
References
Application of BP Neural Network in the Prediction of Population Aging
1 Introduction
2 BP Neural Network Prediction Method
3 The Establishment of Population Forecasting Model
3.1 Construction of BP Network
3.2 Determination of the Number of Network Layers, the Number of Neurons, the Transfer Function and the Learning Algorithm
4 Application of Predictive Models
4.1 Sample Data Selection and Preprocessing
4.2 Population Forecast of BP Network Based on Matlab
5 BP Nerve in the Prediction of Population Aging
6 Forecast Validity Analysis
6.1 Analysis of the Effectiveness of In-Sample Predictions
6.2 Analysis of the Effectiveness of Out-of-Sample Predictions
7 Conclusion
References
Analysis of Social Network Data Analysis Technology in the Evolutionary Law of Scientific Research Teams
1 Introduction
2 An Overview of Social Network Data Analysis Technology in the Evolution of Scientific Research Teams
2.1 Basic Concepts of Social Networks
2.2 Concept of Scientific Research Team
2.3 The Impact of the Evolutionary Law of Scientific Research Teams on Social Networks
3 The Establishment of Models of Social Network Data Analysis Technology in the Evolution of Scientific Research Teams
3.1 The Framework of Social Networks in the Evolution of Scientific Research Teams
3.2 Model Parameter Setting
4 Data Analysis of Social Network Data Analysis Technology in the Evolution of Scientific Research Teams
4.1 The Degree of Relevance Between Social Networks and Scientific Research Teams
4.2 Reliability and Validity Test
5 Conclusion
References
Optimization of Computer Aided Mandarin Proficiency Test System
1 Introduction
2 The Development Process of Computer Adaptive Mandarin Proficiency Test at Home and Abroad
2.1 The Development of Adaptive Language Proficiency Testing in the United States
2.2 The Development of Adaptive Testing in China
3 Analysis of Advantages in the Process of Using Computer-Aided Mandarin Proficiency Test
3.1 Break Through the Unity of Traditional Test Methods and Rich Test Methods
3.2 Large Amount of Stored Information, Effectively Improving the Efficiency of Mandarin Proficiency Test
3.3 Effectively Stimulate the Candidates’ Thinking Potential
4 Analysis of the Drawbacks in the Process of Using Computer-Aided Mandarin Proficiency Testing
4.1 Loss of the candidate's Main Role and Incomplete Testing of the candidate's Mandarin Proficiency
4.2 Easy to Be Interfered by External Factors and Fail to Achieve Expected Results
5 Optimization of the Mandarin Proficiency Test System
6 Conclusion
References
Intelligent Integrated Software Development Based on Neural Network Fuzzy Algorithm
1 Introductions
2 Research on Intelligent Integrated Software Development
2.1 The Significance of Intelligent Integrated Software Development
2.2 Technical Requirements for Intelligent Integrated Software Development
2.3 Neural Network Fuzzy Algorithm
3 Development of Intelligent Integrated Software Based on Neural Network Fuzzy Algorithm
3.1 Intelligent Integrated Software Analysis
3.2 Data Collection
3.3 Data Fusion
3.4 Data Security
3.5 Data Sharing
4 Software Detection
4.1 Data Fusion Test
4.2 Software Use Evaluation
5 Conclusions
References
Application of Computer VR Technology in Campus Landscape Design
1 Introduction
2 The Meaning of VR Technology
3 Features of VR Technology
3.1 Perceptual
3.2 Interactivity
3.3 Specificity
3.4 Conceptual
4 Principles of Contemporary Campus Landscape Design
4.1 The Principle of the Integration of Technology and Art
4.2 Functional Principle
4.3 The Principle of Simplicity and Practicality
4.4 Relatively Unified Principle
4.5 Ecological Application Principles
5 The Concrete Application of VR Technology in Campus Landscape Design
5.1 Construct a Virtual Three-Dimensional Environment Space
5.2 Interactive Optimization Design and Program Selection
5.3 Fully Display the Overall Information of the Building
5.4 Effective Demonstration of Building Construction Technology
6 Conclusion
References
Construction and Application of 2D Product Classification Hybrid Model Based on Internet of Things
1 Introduction
2 The Key Technology of Commodity Classification
2.1 Word2vec Word Vector Training Model
2.2 Evaluation Indicators
3 Commodity Classification Optimization Model
3.1 Naive Bayes Classification Algorithm
3.2 Smoothing Method
3.3 Commodity Classification Hybrid Model
4 Experiment and Analysis
4.1 The Choice of Corpus
4.2 Experiment and Result Analysis
5 Conclusion
References
Multi Evaluation System of Quality with Cloud Computing
1 Introduction
2 Multiple Intelligences Evaluation View
3 Construction of Multiple Evaluation System Under Cloud Computing
4 Construction of Multiple Evaluation System for College English Curriculum
5 Significance of Building Multiple Evaluation System in Cloud Computing Environment
6 Conclusion
References
Evolutionary Game Analysis of Environmental Accounting Information Disclosure Based on SD Model
1 Introduction
2 Research Review
2.1 The Status of Disclosure of Enterprise Environmental Accounting Information
2.2 Incentive Measures for Disclosure of Enterprise Environmental Accounting Information
3 Theoretical Analysis and Research Hypothesis
4 Model Setting and Analysis Description
5 Conclusion
References
Reliability Evaluation Algorithm of Power Communication Network Based on Service Risk Balance Degree
1 Introduction
2 Establishment of Business Importance Evaluation System for Power Communication Network
2.1 Business Overview of Power Communication Network
2.2 Business Types
2.3 Establishment of Evaluation Index System
3 Measurement Index and Algorithm of Business Risk Balance Evaluation
3.1 Business Risk
3.2 Business Risk Balance
4 Reliability Analysis of Power Communication Network
4.1 Basis of Network Reliability
4.2 Service Based Reliability Analysis of Power Communication Network
5 Conclusion
References
Design and Development of Network Education Platform Based on Clustering Algorithm
1 Introduction
2 Overview of National Sports Network Education
2.1 Overview of Online Education
2.2 National Traditional Sports
3 Development Environment of Sports Network Education Platform
4 The Advantages of Teaching Application in Physical Education Network
5 Conclusion
References
Application of Internet of Things in Online Teaching Platform
1 Introduction
2 The Concept of Machine Learning
2.1 Interaction Between Machine Learning and Intelligent Education
2.2 Relevance of Machine Learning and Intelligent Education
3 Design of Online Teaching Platform for Higher Education
4 Application of Online Teaching Platform
5 Conclusion
References
Construction of 1 + X Specialty Group Based on Personalized Optimization Recommendation Algorithm
1 Introduction
2 Connotation and Challenge of 1 + X Certificate System
2.1 The Connotation of 1 + X Certificate System
2.2 Challenges of 1 + X Certificate System
3 The Main Performance of the Current Transition Path Dependence of Colleges and Universities
4 Path Dependence and Solution Strategy of 1 + X College Specialty Group Construction Under Optimization Algorithm
4.1 The Source of Construction Movement Changes from “External Drive” to “Endogenous”
4.2 The Architecture Changes from “Combination” to “Integration”
4.3 The School Running System Changes from “Dual” to “Pluralistic”
4.4 The Operation Mechanism is Transformed from “Management” to “Governance”
4.5 Talent Training Changes from “Tool” to “Value”
5 Conclusion
References
Network Public Opinion Crisis Early Warning Model of Mobile Social Platform
1 Introduction
2 Msnp Network Public Opinion Crisis Influencing Factors and Early Warning Process Analysis
2.1 Msnp Network Public Opinion Crisis Influencing Factors
2.2 Msnp Network Public Opinion Crisis Early Warning Process Analysis
3 Msnp Network Public Opinion Crisis Information Dissemination Mode and Path
3.1 Msnp Network Public Opinion Crisis Information Dissemination Mode Analysis
3.2 The Analysis of Msnp Network Public Opinion Crisis Information Dissemination Path
4 Construction of Msnp Network Public Opinion Crisis Early Warning Model
4.1 Msnp Network Public Opinion Crisis Information Analysis
4.2 Msnp Network Public Opinion Crisis Early Warning Model Design
5 Conclusion
References
Research and Practice of “Five-in-One” Talent Training Mode for Computer Specialties Under the Background of Emerging Engineering Education (3E)
1 Introduction
2 New Requirements for Talent Training of 3E
3 “Five-in-One” Talent Training Mode
3.1 Connotation of the Talent Training Mode
3.2 Method and Mechanism of the Talent Training Mode
4 Outcome of the Talent Training Mode
5 Conclusions and Future Work
References
Multi-dimensional Analysis of University Library Borrowing Based on Big Data and Statistical Analysis
1 Introduction
2 Statistical Analysis of Borrowing Behavior Data
2.1 Analysis of the NABBs According to Reader Identity
2.2 Analysis of the NABBs by Subject Category
2.3 Analysis of the NABBs Per Capita by the School
2.4 Analysis of the Borrowing Situation by Class
3 Dynamic Analysis of the Number of Monthly Borrowed Books
4 Advice
5 Conclusions
References
Multi-scale Convolutional Neural Networks-Based Severity Prediction
1 Introduction
2 The Proposed Method
3 Experiment and Results Analysis
3.1 Precision Comparison
3.2 Recall Comparison
3.3 Accuracy Comparison in Six Categories
4 Conclusion and Future Work
References
Research on UAV Scheduling Optimization in the Forest Fire
1 Introduction
2 UAV Scheduling Algorithm
3 UAV Combined Model
4 Presentation and Analysis
4.1 Results and Analysis of Data Visualization
4.2 Results and Analysis of the Model Solution
5 Conclusions and Future Work
References
Short Paper Session
Internet Finance Development Opportunities and Challenges Based on Text Analysis Methods
1 Introduction
2 Analysis on the Current Development Status and Trend of Domestic Internet Finance
2.1 The Current Development of Internet Finance in China
2.2 Analysis on the Future Development of Domestic Internet Finance
3 Opportunities and Challenges Brought by the Development of Internet Finance to the Re-development of Traditional Finance
3.1 The Opportunities Brought by Development of Internet Finance to Traditional Finance
3.2 Challenges Brought by Development of Internet Finance to the Renewal of Traditional Finance
4 Traditional Finance Seeks a New Strategy Under the Development of Internet Finance
4.1 The Accelerated Implementation of Traditional Financial Transformation Strategy
4.2 Further Development of Interactive Cooperation
4.3 The Continuous Improvement of Risk Control Mechanism
5 Conclusion
References
The Influence of Blockchain on the Innovation and Development of the Securities Industry Under the Background of Information Technology
1 The Application Value of Block Chain in Securities Industry
1.1 It is Beneficial to Reduce the Cost of Securities Industry
1.2 It is Conducive to Reducing the Risks Faced by the Financial Infrastructure of the Securities Industry
1.3 It is Conducive to the Improvement of Work Efficiency of the Securities Industry
2 Challenges Faced by the Securities Industry in Innovative Development of Block Chain Technology
2.1 The Risk Regulation of the Securities Industry is Confronted with the Impact of Blockchain
2.2 The Stability and Security of the Securities Industry is Challenged by the Block Chain
2.3 The Legal System of the Securities Industry is Challenged by the Block Chain
3 The Path and Strategy of the Innovative Development of Block Chain in the Securities Industry
3.1 OTC Issuance Transactions
3.2 Asset Securitization (ABS)
3.3 Internet Based Equity Financing
References
The Application of Artificial Intelligence in Architectural Design and Planning
1 Introduction
2 Introduction to the Application of AI to Architectural Design
2.1 Application of AI in Building Structure Design
2.2 The Impact of AI on Architectural Design
3 Advantages of AI Building Design
4 Application of AI in Architectural Design and Planning
4.1 Design Better Through Generative Design
4.2 Prevent Cost Overruns
4.3 Risk Mitigation
4.4 Project Planning
5 Conclusion
References
Speech Perception Model Based on Artificial Intelligence Technology
1 Introduction
2 Concept of English Phonological Perception Teaching Mode by Artificial Intelligence
3 English Phonological Perception Teaching Mode by Artificial Intelligence
3.1 Change the Course of Learning
3.2 Correct Understanding of Self Deficiency and Self Advantage
3.3 The Improvement of Comprehensive Quality and Innovation Ability
3.4 Intelligent Interactive Learning
4 Problems of English Phonological Perception Teaching Mode in My Country
5 The Strategies for the Improvement of English Phonological Perception by Artificial Intelligence in My Country’s Colleges and Universities
5.1 Intelligent Detection of Blind Spots in English Phonological Perception
5.2 Interest Driven, Guided Learning
5.3 Real-Time Interaction, Inspiration and Guidance
6 Conclusion
References
Exploration of Intelligent Grammar Cohesion Based on Deep Learning Technology
1 Introduction
2 Concept of AI-Assisted Teaching Mode for Grammatical Cohesion in English Writing
3 AI-Assisted Teaching Mode
3.1 Develop Individualized Teaching Methods
3.2 Choose the Teaching Content of Unit Theme
3.3 Carry Out Continuous Evaluation
3.4 Develop a Hierarchical Learning Plan
4 Problems of English Writing Teaching Mode in My Country
5 The Strategies for Adopting AI-Assisted Teaching Mode for Grammatical Cohesion in English Writing in My Country’s Colleges and Universities
5.1 Further Understanding of the Theory of Writing Creation
5.2 “Workshop System” Activities as a Comprehensive Discipline
5.3 Rising Digital Cultural and Creative Industries
6 Conclusion
References
Analysis of Economic Growth and Environmental Pollution of VAR Model Under Big Data Technology
1 Introduction
2 Literature Review
3 Model Setting and Data Analysis
3.1 Model Setting
3.2 Stability Test of VAR Model
3.3 Generalized Impulse Response Analysis Based on VAR Model
3.4 The Analysis of Variance Decomposition
4 Conclusions
References
Treatment Robot for Children with Autism Based on Deep Learning
1 Research Technology of Treatment Robot for Children with Autism Based on Deep Learning
1.1 Early Diagnosis
1.2 Monitoring, Tracking and Recording, Analysis
1.3 Emotion Recognition
1.4 Social Skills Training
1.5 Behavior Modification
1.6 Guide Game Interaction
2 A Typical Representative of a Treatment Robot for Children with Autism based on Deep Learning
3 Conclusion
References
Risk Control Strategy of Internet Finance Based on Financial Big Data Background
1 Basic Concept of Internet Financial Risk
2 The Main Forms of Internet Financial Risk
2.1 P2P
2.2 Crowd-Funding
2.3 Third-Party Payment
3 The Effective Measures for the Implementation of Risk Control of Internet Finance in the Context of Financial Big Data
3.1 Pay Attention to the Establishment and Improvement of Risk Prevention and Control System
4 Promote the Continuous Improvement of Laws and Regulations
5 Pay Attention to the Use of Professional Technology
6 Strengthen the Overall Control of Payments
7 Conclusion
References
Simulation of a Visualization Model Wind Tunnel
1 Introduction
2 Wind Tunnel Design
3 Simulation
4 Conclusion
References
Application of Virtual Simulation Technology in Building Construction Network Learning
1 Introduction
2 Requirements for Practical Teaching of Architectural Decoration Structure and Construction Course
3 The Application of Virtual Simulation Technology in the Course of a Architectural Decoration and Construction
4 Conclusion
References
New Sales Mode of Agricultural Products Based on Digital Economy
1 Overview of Agricultural Products Sales
1.1 Low-Income Level of the Farmers’
1.2 Food Safety and Quality Assurance of Agricultural Products
2 Sales Mode of Agricultural Products Based on Digital Economy
2.1 Establish Traceability System for Agricultural Products
2.2 Establish an Information Platform for Demand and Supply
2.3 Establish Order Before Production Mode
3 Safeguard Measures
3.1 Unified Inspection Standards for Agricultural Products Launched by the Government
3.2 Establish and Improve the Information Sharing Platform
3.3 Help Farmers Understand and Use Digital Information
4 Summary
References
Classroom Teaching Assessment in College English Under Information Environment
1 Introduction
2 Assessment of CE Classroom Teaching Under the Informationized Environment
2.1 Application of CE Classroom Assessment
2.2 Case Study of Two CE Classrooms Teaching
3 Conclusions
References
The Training of Logistics Talents in Higher Vocational Colleges Under the Background of Intelligent Logistics
1 Introduction
2 Demand Characteristics of Intelligent Logistics Talents in Higher Vocational Colleges
2.1 Skilled Operation and Management of Intelligent Logistics Talent Demand
2.2 Data Management and Analytical Intelligent Logistics Talents Need Urgently
2.3 Business and Trade Application Management of Human Intelligence Logistics Talent Demand is Urgent
3 Training Mode of Intelligent Logistics Talents in Higher Vocational Colleges
3.1 Highlight New Technology Traction Innovation Training Mode
3.2 Strengthen School-Enterprise Cooperation to Optimize Curriculum Provision
3.3 Cultivate Talents with Regional Characteristics
4 Conclusion
References
Basketball Data Analysis Based on Spark Framework and K-means Algorithm
1 Build a New Open Source Network Big Data Analysis and Calculation Platform
2 Players Based on the Grabbing Framework and Ajax Technology
3 Analyze the Mobilization Situation of the Stadium Based on the Algorithm
4 Conclusion
References
Automatic Analysis of RPA in Digital Service Testing of Grid System
1 Introduction
2 RPA Platform
2.1 Concept of RPA Platform
2.2 Functions of RPA Platform
2.3 Application Status and Development Trend of Intelligent RPA Software
3 Problems of Intelligent RPA Platform in Power Digital Service
3.1 Not Widely Used
3.2 Unstable Data Processing and Analysis Capabilities
3.3 Loopholes in Network Security
3.4 Lack of Talents for RPA Technology Development
4 Optimization Strategy for Automation of RPA System
4.1 To Improve the Coverage of RPA Power Digital Service System
4.2 To Improve the Comprehensive Performance of RPA Technology
4.3 To Improve RPA Network Security
4.4 To Introduce Key Talents of RPA Technology
5 Conclusion
References
Exploration and Practice of Network Training and Teaching Platform Based on Virtual Simulation Technology
1 Introduction
2 Safety Issues in the Process of Engineering Training Practice Teaching
3 Constructing an Engineering Training Safety Virtual Simulation Training Teaching Platform
3.1 The Overall Construction of the Safety Virtual Simulation Training Platform for Engineering Training
3.2 Construction of Safety Digital Teaching Resources for Engineering Training
3.3 Construction of a Virtual Simulation Interactive Platform for Engineering Training Safety
3.4 Construction of Engineering Training Safety Assessment System
4 The Effect of the Engineering Training Safety Virtual Simulation Training Teaching Platform
4.1 Enriching the Practical Teaching Content of Engineering Training
4.2 Mobilize Students’ Enthusiasm for Active Learning and Training Safety
4.3 Improve the Safety of Engineering Training Practice Teaching
5 Conclusions
References
Application of Network Database Security Technology Based on Big Data Technology
1 Introduction
2 Research on the Application of Network Database Security Technology Based on Big Data Technology
2.1 Database Design and Security Strategy Analysis
2.2 The Overall Design of the Network Database Security Access System
2.3 Smart Card Authentication Scheme Based on Hash Function
3 Experimental Research on Network Database Security Technology Based on Big Data Technology
3.1 Experimental Protocol
3.2 Research Methods
4 Experimental Analysis of Network Database Security Technology Based on Big Data Technology
4.1 Analysis of the Detection Speed of the Network Database Security System
4.2 Analysis of Detection Accuracy of Network Database Security System
5 Conclusion
References
Application of Intelligent Control Technology in Tennis Special Training
1 Introduction
2 Application of Intelligent Control Technology in Tennis Training
2.1 Development Principle of the Intelligently Controlled Tennis Ball Machine
2.2 Describe the Calculation Formula for the Motion of the Center of Mass of Tennis
2.3 Tennis Technical Training
2.4 Tennis Tactical Training
2.5 Tennis Line Training
2.6 Tennis Mobile Training
3 Intelligent Control Tennis Ball Machine System Test
3.1 Machine Assembly
3.2 Machine Debugging
4 Comprehensive Testing and Analysis
4.1 Accuracy of the Ball Machine’s Drop Point
4.2 Basic Functions on the Upper Computer APP are Repeatedly Tested
5 Conclusions
References
Data Preprocessing Technology of Internet Opinion in Big Data Environment Based on MapReduce
1 Introduction
2 Frame Structure and Working Process of MapReduce
3 Text Preprocessing
4 Feature Selection
5 Text Vectorization
6 Conclusion
References
The Application of Smart Phone APP Mobile Platform in College English Online and Offline Learning
1 Introduction
2 PhoneGap Architecture
3 Software Architecture of Smart Phone APP Mobile Learning Platform
4 Application of Smart Phone APP Mobile Learning Platform in Online and Offline Mixed Teaching of College English
5 Conclusion
References
The Design of the Mental Health Test System for College Students Based on Android Platform Technology
1 Introduction
2 Android Platform Parsing
3 Analysis of College Students’ Mental Health Problems
3.1 Online Game
3.2 Interpersonal Communication
3.3 Personal Reason
3.4 Employment Pressure
4 Hierarchical Architecture of College Students’ Mental Health Testing System
5 Interventions of College Students’ Mental Health
5.1 Reduce the Impact of Online Games on College Students’ Mental Health
5.2 Carry Out Extensive Mental Health Consultation Work for College Students
5.3 Construct the Rapid Response Mechanism for Mental Health
5.4 Guide College Students to Actively Participate in Physical Exercises
6 Conclusion
References
Effect of Superstar Learning Link APP on Academic Emotion and Self-regulated Learning Ability
1 Introduction
2 Research Methods
2.1 Research Objects and Processes
2.2 Research Tools
3 Results and Analysis
3.1 Impact on Academic Mood
3.2 Impact on Self-regulated Learning Ability
3.3 Impact of the Use of Superstar Learning Pass Weekly on College Students’ Academic Mood
4 Discussion
References
A News Application Based on the Computer Language Application Framework
1 Introduction
1.1 App Introduction
1.2 Framework and Advantages
1.3 Development Approach and Technology
2 Construction of App
2.1 Overall Structure of the Project
2.2 Website Process Construction
3 Discussion
4 Results
References
Innovation of Collaborative Education Evaluation System Based on Information Technology
1 Introduction
2 Present Situation in Domestic and Abroad
3 The Existing Problems
4 Solutions and Suggestions
4.1 Work-Learning Alternation and Integration of Education with Industry
4.2 Construction of Simulation Practice Base on Campus
4.3 Construction of Off-Campus Practice Bases
4.4 School-Enterprise Joint Training of Talents
4.5 School-Enterprise Co-construction of Teachers
4.6 Interdisciplinary School-Enterprise Cooperation
4.7 Open Classes
4.8 Win-Win Cooperation Between the Campus and Enterprises
4.9 Education with Industry Organizations
References
Location of Electric Vehicle Charging Station Based on Particle Swarm Optimization
1 Introduction
2 Location of Electric Vehicle Charging Station Based on Mutated Particle Swarm Optimization
2.1 Electric Vehicle Charging Station Location Model
2.2 Constraint Condition
2.3 Particle Swarm Optimization
2.4 Catfish Particle Swarm Optimization Algorithm
2.5 Variation Particle Swarm Optimization Algorithm
3 Case Study
3.1 The Experimental Model
3.2 Simulation Experiment Parameters
3.3 Analysis of Experimental Results
4 Conclusions
References
Design and Development of Big Data Cloud Platform for Cattle and Sheep IoT Breeding Based on SaaS
1 Introduction
2 Introduction of Related Technologies
2.1 SaaS
2.2 Internet of Things
2.3 Big Data
3 Cloud Platform Based on SaaS Mode
4 Core Functions of Cattle and Sheep Breeding Cloud Platform Based on Internet of Things
5 Conclusions
References
Font Design Based on Visual Interaction Technology
1 Introduction
2 Dynamic Font Design
3 Research on Related Concepts of Font Design
4 Font Interaction Design in the Context of New Media
5 Interactive Design in Visualization
6 Conclusion
References
Grid Asset Health Evaluation Model Based on Smart Grid Big Data Technology
1 Introduction
2 Grid Asset Health Evaluation Model
2.1 Grid Asset Health Evaluation Index System
2.2 Standardization of Evaluation Indicators
2.3 Design of Evaluation Index Weights and Health Level Measurement
2.4 Trace Tracking Analysis Model
3 Smart Grid Big Data Technology-Based Asset Health Assessment of L Provincial Grid
3.1 L Province Grid Asset Data
3.2 Grid Asset Health Evaluation Index System
4 Conclusions
References
Power Load Peak-Valley Time Division Based on Data Mining Method
1 Introduction
2 Peak-Level Valley Period Division Model
2.1 Load Curve Distribution Analysis
2.2 Threshold Optimization
3 Conclusions
References
Application of SAP BI in Financial Data Analysis of L Company
1 Introduction
2 BI System Architecture Design
3 Modeling
3.1 InfoObject
3.2 Advanced Data Storage Objects
3.3 Data Source
3.4 Create Transformation
3.5 DTP
3.6 HANA Modeling
4 Data Extraction
5 Report Development and Presentation
6 Conclusion
References
Application of Genetic Algorithm in Enterprise Marketing
1 Introduction
2 Self Determination Theory: The Basis of Self Supporting Environment
3 Creation of Self Supporting Environment Based on Self Determination Theory
4 Acknowledge and Accept Negative Emotions
5 Conclusion
References
Application of Genetic Algorithm in Enterprise Marketing
1 Introduction of Genetic Algorithm
2 Basic Principle of Ant Colony Algorithm
2.1 Overview of Feature Selection
2.2 Application of Feature Selection Based on Genetic Algorithm in Enterprise Marketing
2.3 Preprocessing of Raw Data
3 Application Design of Genetic Algorithm in Marketing
3.1 The General Design Idea of the Algorithm
3.2 Selection of Fitness Function and Error Function
3.3 Coding Method and Generation of Initial Population
4 Conclusion
References
Molybdenum Disulfide Nanosheets for Efficient Hydrogen Evolution Reaction
1 Introduction
1.1 Renewable Energy
1.2 Hydrogen as an Energy Carrier
1.3 Approach for Chosen Synthesizing Hydrogen
1.4 Nanomaterials and Electrocatalysts for Hydrogen Evolution Reaction
2 Method
2.1 The Synthesis Method of MoS2 Nanosheets
2.2 Equipment and Instruments
3 Result and Discussion
4 Conclusion and Outlook
References
Bayesian Decision for NanoMaterial Resolution Algorithm
1 Introduction
2 Test Methods and Raw Materials
2.1 Hydrothermal Method
2.2 Microstructure Analysis
3 Preparation of Composite Materials by Coprecipitation Hydrothermal Method
4 Conclusion
References
EOR Based on Multi-sensor Fusion Technology
1 Introduction
2 Computer Data Structure and Calculation Method
2.1 Array
2.2 Screening and Data Analysis
3 Significance of Deep Oilfield Development
4 EOR Methods for Deep Development of High Water Cut Oilfield
4.1 Adjust the “Liquid” Structure of Oil Field Production
4.2 Optimize the Well Drilling Method
4.3 Injection Production is Carried Out According to the Characteristics of Flow Unit
5 Epilogue
References
Application of ID3 Algorithm in Mental Health
1 Introduction
2 The Concept of Decision Tree
3 Construction of Decision Tree
3.1 Generation of Decision Tree
3.2 Pruning of Decision Tree
4 Decision Tree Algorithm C5. 0
4.1 C5.0 Algorithm Selection Criteria of Decision Tree Branches
4.2 Data Preprocessing
5 Conclusion
References
Author Index