دانلود کتاب Tenth International Conference on Applications and Techniques in Cyber Intelligence (ICATCI 2022): Volume 1

فهرست مطالب :

Foreword
Organization
The 10th International Conference on Applicationsand Techniques in Cyber Intelligence (ATCI2022)
ATCI 2022 Keynotes
Contents
Cyber Intelligence for Business and Management Innovations
TOPSIS Model Establishment in the Context of Internet Finance
1 Introduction
2 TOPSIS Model Establishment
2.1 Credit risk Assessment Indicators
2.2 Index Preprocessing
2.3 Corporate Loan Repayment Ability Score
3 Application of the Model
4 Introduce Weight
5 Cluster Analysis
6 Conclusion
References
An Analysis of Internet Financial Risk Prevention Strategies from the Perspective of Network Security
1 Introduction
1.1 Background Description
1.2 Literature Review
2 The Status Quo of Internet Finance Development and Financial Risks
2.1 Status Quo of Internet Finance Development
2.2 Internet Financial Risks
2.3 Influencing Factors
3 Case Analysis
3.1 Case Introduction
3.2 Operating Basis
4 Internet Financial Risk Prevention Strategy
4.1 Improve the Internal Control System
4.2 Establish a Risk Early Warning System and Evaluation Mechanism
4.3 Focus on Talent Cultivation
References
Prediction of Transaction Risk in Financial Market Based on Neural Network Model
1 Introduction
2 Neural Network in Financial Market Analysis
2.1 Neural Network Technology
2.2 Risk Application Analysis of Financial Market
3 Risk Prediction and Analysis of Neural Network
4 Financial Environment and Risk Estimation and Analysis
4.1 Financial Market Risk Analysis
4.2 Market Risk Prediction Modeling
5 Conclusions
6 BP Principle and Experimental Results
References
Intelligent Business Model Data Analysis Based on Particle Swarm Optimization
1 Introduction
2 Discussion on Economic and Financial Data Based on Particle Swarm Optimization Algorithm
2.1 Development Status of Economic and Financial Data Analysis
2.2 Impact of Financial Data on Economy
2.3 Particle Swarm Optimization Algorithm
3 Experiment
3.1 Financial Data Analysis Process Framework Based on Particle Swarm Optimization Algorithm
3.2 Experimental Test Steps of Clustering Effect of Algorithm Framework
4 Discussion
4.1 Test and Analysis of Clustering Effect of Particle Swarm Optimization Algorithm
5 Conclusion
References
Multi-dimensional Data Perception and Intelligent Analysis Framework Design of Management Information System
1 Introduction
2 Management Information System Design Requirements
2.1 System Development Structure and Framework
2.2 System Feasibility Analysis
2.3 Analysis of Non-Functional Requirements of the System
2.4 Information Extraction and Matching
3 Management Information System Design
3.1 Overall System Architecture
3.2 System Network Framework Design Based on B/S
3.3 Database Design
4 System Application
4.1 System Operation Test
4.2 The Realization of the Information Display and Query Function of the System
4.3 System Multi-dimensional Data Perception and Intelligent Analysis
5 Conclusion
References
Resource Transaction Management System Based on PageRank Algorithm
1 Introduction
2 Related Theoretical Overview and Research
2.1 Introduction to Algorithms Related to Resource Transaction Management System
2.2 Management Requirements of Resource Trading System
3 Experiment and Research
3.1 Experimental Method
3.2 Experimental Requirements
4 Analysis and Discussion
4.1 Query Ranking and Comparison Statistics of Resource Transaction Management System
4.2 Analysis of Clustering Results on Pagerank Algorithm Dataset
5 Conclusions
References
Research on Intelligent Student Management Evaluation Information System Based on Data Mining Algorithm
1 Introduction
2 The Significance of Intelligent Student Management Evaluation Information
2.1 Realize the Dynamic Opening of the Classroom
2.2 Improve Classroom Interaction
2.3 Promote Collaborative Inquiry Learning
2.4 Facilitate Personalized Learning
2.5 Implement Guided Teaching
2.6 Improve Classroom Teaching Tact
3 Data Mining Algorithms
3.1 The Concept of Data Mining
3.2 The Process of Data Mining
3.3 Clustering Algorithms for Data Mining Algorithms
4 Intelligent Management Evaluation Information System Design of Data Mining Algorithm
4.1 Analysis of the Basic Requirements of the System
4.2 System Outline Design
4.3 Basic Function Settings
4.4 System Function Module Division
5 Conclusion
References
Purchasing Management System Based on Genetic Algorithm
1 Introduction
2 Related Technologies and Genetic Algorithms
2.1 System Development Related Technologies
2.2 Overview of Genetic Algorithms
2.3 Analysis of System Design Requirements
3 Design of Purchasing Management System
3.1 System Development Environment
3.2 System Architecture Design
3.3 System Function Design
4 System Implementation
4.1 System Test
4.2 System Login Implementation
5 Conclusion
References
Credit Risk Prediction Model of Digital Rural Finance Based on PSO-SVM
1 Introduction
2 Research on Credit Risk Prediction Model of Digital Rural Finance Based on PSO-SVM
2.1 Support Vector Machines
2.2 Parameter Optimization Method Based on PSO Algorithm
3 Investigation and Research on Credit Risk Prediction Model of Digital Rural Finance Based on PSO-SVM
3.1 Research Tools
3.2 Datasets
3.3 Data Preprocessing
3.4 Test Criteria for the Model
4 Analysis and Research of Digital Rural Financial Credit Risk Prediction Model Based on PSO-SVM
4.1 Construction of PSO-SVM Credit Evaluation Model
4.2 Comparative Analysis of Model Results
5 Conclusions
References
Cache High Availability Intelligent Stall Management System Based on Redis Sentinel Mechanism Architecture
1 Introduction
2 Research on Key Technologies
2.1 Redis Database
2.2 Sentinel Mechanism
2.3 SPRING
3 System Design
3.1 Overall System Framework Design
3.2 System Database Design
3.3 Synchronize MySQL Data to Redis
3.4 Synchronize Redis to MySQL
4 System Implementation
4.1 System Implementation Process
4.2 System Execution Process
5 Conclusion
References
The Application of BIM Technology in the Construction of Project Construction Management Platform
1 An Overview of BIM Technology
1.1 Introduction of BIM Technology
1.2 Features and Advantages of BIM Technology
2 Problems Existing in the Construction of the Current Project Construction Management Platform
2.1 Lack of Overall Planning for the Project Construction Management System
2.2 Lack of a Unified Platform Management Model, and the Construction Quality of the Project Construction Management Platform is Low
3 Application Research of BIM Technology in the Construction of Project Construction Management Platform
3.1 Develop a Scientific and Reasonable BIM Project Construction Management System
3.2 Realize Visual Management During Construction
3.3 Improve the Space Utilization Rate of the Construction Site and the Utilization Rate of Engineering Materials
3.4 Resource Optimization Management Using BIM5D Model Data
4 Conclusion
References
Innovation of Financing Mode for Small and Micro Enterprises on Digital Finance Technology Alorithm
1 Advanced Adhibition of Numerica Banking in Small and Micro Endeavor
1.1 Digital Finance Prepayment Model
1.2 Digital Finance Inventory Pledge Financing Model
1.3 Digital Finance Accounts Receivable Model
1.4 Digital Finance Intellectual Property Pledge Financing Model
2 Countermeasures and Suggestions for Small and Micro Enterprises to Apply Digital Finance
References
Coal Energy Management Estimation System Based on Artificial Intelligence Algorithm
1 Introduction
2 Design and Research of Coal Energy Management Estimation System Based on Artificial Intelligence Algorithm
2.1 Coal Distributed Intelligent Quality Management System
2.2 Intelligent Detection Technology and Principle of Coal Content
2.3 Comprehensive Evaluation Index System of Intelligent Coal Yard Management System
2.4 Calculation Method of Index Weight Based on Artificial Intelligence Algorithm
3 Research on Experimental Design of Coal Energy Management Estimation System Based on Artificial Intelligence Algorithm
3.1 Preprocessing of Report Generation
3.2 Preprocessing of the Query
4 Experimental Analysis of Coal Energy Management Estimation System Based on Artificial Intelligence Algorithm
4.1 Optimization of Join Queries
4.2 Adjustment and Analysis of Inefficient SQL Statements
5 Conclusions
References
Establishment of Enterprise Management Information System Based on Big Data Information Technology
1 Introduction
2 Optimization Path of Enterprise Management Information System with Big Data
2.1 Research Method
2.2 Problems of Enterprise Management Information System in Enterprise L
2.3 Optimization Design of Enterprise Management Information System of Enterprise L
2.4 Optimization Algorithm of Enterprise Management Information System Based on Big Data
3 Experimental Research on Optimization Path of Enterprise Management Information System with Big Data
3.1 Research Purpose
3.2 Demand Analysis of Database
4 Experimental Analysis of Optimization Path of Enterprise Management Information System with Big Data
5 Conclusion
References
Application Analysis of Intelligent Information Technology in Transaction Management System
1 Introduction
2 Application Analysis of Intelligent Information Technology in Transaction Management System
2.1 Problems Existing in the Transaction Management System
2.2 Introduction of Related Technologies
2.3 System Requirements Analysis
3 Experiment
3.1 System Login Module
3.2 System Management Module
3.3 Document Management Module
3.4 Conference Management Module
4 Discussion
5 Conclusions
References
Design of Management Cloud Information System for Residential Buildings Based on High-Performance Computing and Face Recognition Technology
1 Inductions
2 Research on the Management Cloud Information System of Residential Buildings
2.1 Feasibility Analysis of Management Cloud Information System for Residential Buildings
2.2 Face Recognition Technology
2.3 Face Recognition Algorithm
3 Design of Management Cloud Information System for Residential Buildings Based on High-Performance Computing and Face Recognition Technology
3.1 System Design Analysis
3.2 System Module Design
3.3 Realization of Face Recognition
4 System Test
5 Conclusions
References
Development of Student Management System Based on WeChat Public Platform
1 Introduction
2 Research on the Design of Student Management System Based on WeChat Public Platform
2.1 WeChat Public Platform Has the Characteristics of Managing College Students
2.2 Research on the Requirements of the Administrator’s Main Interface
2.3 Overall System Design
2.4 Evaluation Index System Based on AHP
3 Experimental Research on Student Management System Based on WeChat Public Platform
3.1 Experimental Subjects
3.2 Analysis of Student Feedback
4 Experimental Research Analysis of Student Management System Based on WeChat Public Platform
4.1 Analysis of Platform Usage Times
4.2 Analysis of the Usage of Student Management Platform
5 Conclusions
References
Application of Artificial Intelligence Technology in Human Resource Delicacy Management System
1 Introduction
2 Application of Artificial Intelligence Technology in Human Resource Delicacy Management System
2.1 Application Basis
2.2 Application Framework
3 Conclusions
References
Application of Data Mining Technology (DMT) in Human Resources Assessment Management System
1 Introduction
2 Core Concept
2.1 Data Mining Objects
2.2 Assessment Method of Human Resource Management
3 Construction of HR Assessment Management System Model
4 Investigation and Analysis of HR Assessment Management
5 Conclusions
References
Construction of Electric Energy Data and Carbon Emission Management Platform Under Computer Technology
1 Introduction
2 Research on the Construction and Application of Electric Energy Data and Carbon Emission Management Platform Based on Computer Technology
2.1 Computer Technology
2.2 Construction of Electric Energy Data and Carbon Emission Management Platform
3 Research on the Construction and Application Effect of Electric Energy Data and Carbon Emission Management Platform Based on Computer Technology
3.1 Comparative Analysis
3.2 Description and Analysis
3.3 Calculation Formula
3.4 Details
4 Investigation and Research Analysis of Electric Energy Data and Construction of Carbon Emission Management Platform Based on Computer Technology
4.1 Effect Test
5 Conclusions
References
Application of Computer Electronic Information Technology in Engineering Project Management
1 Introduction
2 Engineering Construction Project Information Integration and Application
2.1 Information and Information Technology
2.2 The Application of Informatization in Construction Project Management
2.3 The Application of Information Management in the Risk Control of Construction Personnel Behavior Safety
3 Engineering Construction Project Participant Integration Scheme
3.1 Virtual Construction
3.2 The Establishment of Partnership Between the Participants of the Engineering Construction Project
4 Discussion
4.1 Dynamic Changes of Budgeted Costs Over Time
4.2 Project Cost Loss Rate
5 Conclusions
References
Application of BIM and Internet of Things Technology in Engineering Construction Safety Management
1 Introduction
2 Construction Safety Management Based on BIM and IoT Technology
2.1 Analysis on the Combination of Bim and IoT Technology
2.2 Application Module of Security Management Model
3 Model Simulation Experiment
3.1 Project Overview
3.2 Experimental Process
3.3 Data Processing
4 Analysis of Simulation Results
5 Conclusions
References
Hotel Reservation Management Information System Based on CRM
1 Introduction
2 Design and Exploration of CRM Platform on Account of Client’s Personalized Demands in An Intl Environment
2.1 Platform Business Process Analysis
2.2 Platform Featureal Architecture
3 Study on The Effect of Chinese CRM Platform Design to Satisfy Clients’ Personalized Demands in An Intl Environment
3.1 Study Patterns
3.2 Datum Gathering
3.3 Datum Disposing and Analysis
4 Inquiry and Study on The Effect of Chinese CRM Platform Design to Satisfy Client’s Personalized Demands in an Intl Environment
4.1 Commonage Issue Inquiry
4.2 Understanding of CRM Platform to Satisfy Client Personalized Demands
5 Conclusions
References
E-commerce Logistics Supply Chain Coordination Management System Based on Artificial Intelligence
1 Introduction
2 Discussion on E-commerce Logistics Supply Chain Coordination Management System Based on AI
2.1 E-commerce Logistics
2.2 Supply Chain Coordination Management
2.3 AI Technology
2.4 System Test Process
3 Discussion
3.1 System Performance Test and Analysis
4 Conclusion
References
Design and Development of Human Resource Information Management System Based on Big Data Technology
1 Introduction
2 Design and Development of Human Resource Information MS Based on Big Data Technology
2.1 Big Data Technology
2.2 Human Resources Information MS
2.3 System Design
3 System Implementation Test
3.1 Design Environment
3.2 Test Content
3.3 Test Method
4 Analysis of Test Results
4.1 Performance Test Results
5 Conclusion
References
Application of Computer Image Transformation Technology in Fashion Design
1 Introduction
2 Research Background
3 Basic Concepts and Advantages of Computer Image Transformation Technology
3.1 Basic Concepts
3.2 Advantages of the Application of Computer Image Transformation Technology in Clothing Style Design
4 The Application Strategy of Computer Image Transformation Technology in Clothing Style Design
4.1 Innovative Application of Style
4.2 Application of Compression Function
5 Conclusion
References
Application of Data Mining Technology in Business Administration Data
1 Introduction
2 Data Mining Technology Function and Value Analysis
3 Basic Concepts of Data Mining Technology
4 Status Quo of Business Administration and Importance and Difficulty of Data Application in Management
4.1 Overview of the Current Situation
4.2 Importance of Data Application
4.3 Data Application Difficulties
5 The Construction Scheme of Business Management Data Application System Based on Data Mining Technology
5.1 Reasons for Technical Selection
5.2 System Construction Scheme
6 Conclusion
References
Cyber Intelligence for Network and Cloud Technologies
Application of Digital Media Technology in Computer Design Art Creation
1 Introduction
2 The Use of DMT in Computer Design Art Creation
2.1 Classification and Expression of Digital Media Art
2.2 The Intersection of Computer Design Art Creation and Digital Media Art
2.3 Advantages and Disadvantages of DMT in Computer Design Art Creation
2.4 Application of Video Compression Algorithm in Digital Media
3 Experimental Investigation and Research on the Effect of DMT on Computer Design Art Creation
3.1 Questionnaire Design Process
3.2 Questionnaire Content
4 Experimental Investigation and Analysis of the Effect of DMT on Computer Design Art Creation
4.1 The Difference Analysis of the Experimental Class and the Control Class on the Use of DMT in Computer Design Art Creation
4.2 Analysis of the Application of DMT in Artistic Creation
5 Conclusions
References
Using Computer 3D Drawing Technology to Design Traditional Village Spatial Structure and Protection and Utilization Value Evaluation
1 Introduction
2 Computer 3D Mapping Technology for the Design of Traditional Village Spatial Structure and Protection and Utilization Value Evaluation
2.1 Traditional Villages and Related Concepts
2.2 Application of Computer 3d Drawing Technology in the Design of Traditional Village Spatial Structure
2.3 Application of Image Hash Generation Algorithm in the Design of Traditional Village Spatial Structure
3 Investigation and Research on Traditional Village Spatial Structure Design and Protection and Utilization Value Evaluation
3.1 Questionnaire Design Process
3.2 Questionnaire Survey Content
4 Investigation and Analysis of Traditional Village Spatial Structure Design and Protection and Utilization Value Evaluation
5 Conclusion
References
Statistical Analysis of Cloud Data in Internet-Based Product Design
1 Introduction
2 Research on the Statistical Method of Cloud Data in Product Design Based on the Internet
2.1 The Data Structure of the Product Platform Resource Information Integration Expression Model
2.2 Research on Data Analysis System Based on Cloud Computing Platform
2.3 Queuing System of Cloud Computing Center
2.4 Service Technology of Product Platform Design Process
3 Experimental Research on Cloud Data Statistics Method for Product Design Based on the Internet
3.1 The Purpose of the Experiment
3.2 Experimental Process
4 Statistical Research and Analysis of Cloud Data for Product Design Based on the Internet
4.1 Performance Prediction and Data Localization Analysis
4.2 Scalability and Practicality
5 Conclusions
References
On the Application of Computer Digital Media Resources in Painting Design
1 Introduction
2 The Concept and Development of Computer Digital Media
2.1 The Concept of Computer Digital Media
2.2 The Characteristics of the Application of Computer DM in Painting Design
3 Research on the Preparation of Computer Digital Media Painting Design Experiment
3.1 Experimental Method
3.2 Experimental Data Collection
4 Analysis of Experimental Results of Computer Digital Media Painting Design
4.1 Comparative Analysis of the Creation Time of Painting Projects
4.2 Analysis of Preferences for Computer Media Resources
5 Conclusions
References
Motion Trajectory Control of Compound Forming Contour Accuracy Based on Internet of Things Technology
1 Introduction
2 Research on the Motion Trajectory Control of the Contour Accuracy of the Composite Forming of Increasing and Decreasing Materials Based on the Internet of Things Technology
2.1 Optimal Control of Motion Trajectory
2.2 Laser Additive Process
2.3 Mechanism Analysis of Improving the Profile Accuracy Between Cladding Layers
2.4 Vector Change Algorithm
3 Experiment
3.1 Trajectory Virtual Simulation
3.2 Experimental Design
4 Discussion
5 Conclusions
References
Computer Network Technology in Big Data Distributed Cloud Storage Platform
1 Introduction
2 Related Concepts of Distributed Cloud Storage Platform
2.1 Distributed Storage Technology
2.2 Platform Demand Analysis
2.3 LNC Algorithm
3 Platform Design
3.1 Structural Design of Cloud Storage Platform
3.2 Overall Design of Platform Function Modules
4 Platform Implementation
4.1 Platform Test
4.2 Platform Login Function Realization
5 Conclusion
References
Homomorphic Encryption Technology Based on Computer Cloud Computing
1 Introduction
2 Research on the Application of Homomorphic Encryption Technology Based on Computer Cloud Computing
2.1 Security Overview of Cloud Computing
2.2 Existing Fully Homomorphic Encryption Schemes
3 Investigation and Research on the Application of Homomorphic Encryption Technology Based on Computer Cloud Computing
3.1 Experimental Environment Settings
3.2 RLWE-Based Scheme
3.3 Introduction to Verification Data
4 Investigation and Analysis of the Application of Homomorphic Encryption Technology Based on Computer Cloud Computing
4.1 File Encryption Module
4.2 Scheme Comparison
5 Conclusions
References
BIM Technology Combined with the Internet of Things Model Office Space Information Design Research
1 BIM Technology Application Overview of BIM Technology Combined with the Internet of Things
1.1 Software Overview of the BIM Technical Class
1.2 Application Prospect of the Internet of Things in Office Space Design
1.3 The Combination of BIM Technology and Office Space Marketization
1.4 Organic Combination of BIM Technology and the Internet of Things
2 Effective Application of BIM Technology Combined with the Internet of Things in Office Space Design
2.1 Field Analysis and Design
2.2 Drawing Design of the Office Space
2.3 Lighting Analysis of the Office Environment
2.4 Analysis of Electromechanical Equipment of Office Environment
3 BIM Technology Combines the Advantages of the Internet of Things in Office Space Design
4 Conclusion
References
Big Data Automatic Classification Processing System Based on Cloud Computing
1 Introduction
2 Research on the Design of Big Data Automatic Classification Processing System Based on Cloud Computing
2.1 Cloud Computing and Hadoop Platform
2.2 Analysis of Module Functional Requirements
3 Investigation and Research on the Design of Big Data Automatic Classification Processing System Based on Cloud Computing
3.1 Construction of the System Operating Platform
3.2 System Architecture
3.3 Classification Performance Evaluation
4 Analysis and Research on the Design of Big Data Automatic Classification Processing System Based on Cloud Computing
4.1 System Modules
4.2 Performance Evaluation Test
5 Conclusions
References
Discrete Artificial Bee Colony Algorithm for Prefabricated Building Resource Scheduling Based on Neural Network
1 Introduction
2 Method
2.1 Prefabricated Building Resource Scheduling
2.2 Neural Network Discrete Artificial Bee Colony Algorithm
2.3 Resource Based Objectives
3 Experience
3.1 Object Extraction
3.2 Experimental Analysis
4 Discussion
4.1 Development Status of Prefabricated Buildings
4.2 Comparison Experiment of Detection Accuracy
5 Conclusion
References
Cloud Computing Scheduling Algorithm Based on QoS Constraints
1 Inductions
2 Research on Cloud Computing Scheduling Algorithm
2.1 The Goal of Cloud Computing Task Scheduling
2.2 Application of QoS Constraints
3 Cloud Computing Scheduling Algorithm Based on QoS Constraints
3.1 Description of User Requirements and Resource Nodes
3.2 Resource Scheduling Environment
3.3 Algorithm Design
4 Algorithm Test
5 Conclusions
References
Implementation of Intelligent Mobile Translation Software for Computer Application
1 Inductions
2 Research on Intelligent Mobile Translation Software
2.1 Translation Process
2.2 Analysis of Translation Software Requirements
3 Intelligent Mobile Translation Software Design for Computer Applications
3.1 System Architecture
3.2 Neural Network Translation Model
4 Software Testing
5 Conclusions
References
Probing into the Driving Mechanism of Computer Science and Technology to the Internet of Things
1 Introduction
2 The Key Technologies and Structure of the IoT
3 The Role of Computer Science and Technology in Promoting the IoT
3.1 Computer Science and Technology Laying a Foundation for the Development of the IoT
3.2 Computer Science and Technology Propelling the Development of the IoT
3.3 Computer Science and Technology Making the Development of the IoT Well-Organized
3.4 Computer Science and Technology Vitalizing the IoT
4 Building an IoT Access System with Computer Science and Technology
4.1 Principles of the IoT Access System Design
4.2 Design of the Framework of the IoT Access System
4.3 Design of the Functions of the IoT Access System
5 Conclusions
References
Personalized Internet Celebrity Check-In Recommendation System Based on Hybrid Recommendation Algorithm
1 Introduction
2 System Introduction and Features
2.1 System Introduction
2.2 System Functions
3 System Function Design
4 Related Algorithms
4.1 Collaborative Filtering Algorithm
4.2 Content-Based Recommendation Algorithm
5 Implementation of Hybrid Recommendation Algorithm
6 Conclusions
References
Design of Transmission Efficiency Model of Network Communication Signal Based on Information Fusion
1 Introduction
2 Design of Transmission Efficiency Model of Network Communication Signal Based on Information Fusion
2.1 Characteristics of Network Communication Signals
2.2 Extraction Method of Network Communication Signal Characteristic Parameters
2.3 Classification Methods for Modulation Recognition
3 Experiment
3.1 Constructing the Transmission Efficiency Sampling Matrix
3.2 Restore the Original Signal of Dynamic Data
3.3 Perform Multi-source Information Fusion
4 Discussion
5 Conclusions
References
Intelligent Recommendation System for Internet-Famous Sites Based on Web Crawler
1 Introduction
2 System Requirements Analysis
2.1 User Requirements Analysis
2.2 System Functional Requirements Analysis
3 System Architecture
4 System Design
4.1 Functional Structure Design
4.2 Database Design
5 “Internet-Famous Sites” Recommendation System Implementation
5.1 “Internet-Famous Sites” Personalized Recommendation [3]
5.2 “Internet-Famous Sites” Route Planning
5.3 “Internet-Famous Sites” Score Evaluation
6 Key Technologies for System Implementation
6.1 Web Crawler
6.2 Collaborative Filtering Algorithm
6.3 Big Data Cluster Analysis
7 Conclusions
References
Application of Computer Network Technology in Vehicle System
1 Introduction
2 Method
2.1 Computer Network Technology
2.2 The Concept of Computer Network
2.3 Fuzzy Inference Engine
3 Experience
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussion
4.1 Algorithm Performance Comparison
4.2 Experimental Results and Analysis
5 Conclusion
References
Multi-regression Mathematical Model Prediction Based on Big Data Analysis and Cloud Computing
1 Introduction
2 Collection and Collation of Big Data
2.1 Selection of Big Data Indicators
3 Big Data Acquisition System
4 Classification Based on Univariate Regression Model
4.1 Ordinary Least-Squares Estimation
4.2 Build the Model by the Iterative Method
5 Analysis Based on Multiple Regression Mode
5.1 Ordinary Least-Squares Estimation of the Multiple Regression Model
5.2 Residues Analysis
6 Evaluation and Summary
References
Clothing Style Identification Technology Based on the Interactive Genetic Algorithm
1 Introduction
2 Proposed Method
2.1 The Concept of an Interactive Genetic Algorithm
2.2 The Rationale of Genetic Algorithms
2.3 Genetic Process
2.4 Interaction Design
3 Experiments
3.1 Experimental Content
3.2 Experimental Methods
4 Discussion
4.1 Analysis of Clothing Style and User Emotional Needs
4.2 Realize the Systematic Decision of Personalized Clothing Style
5 Conclusions
References
Application of Cloud Computing in Computer Network Security Storage
1 Introduction
2 Introduction on Cloud Computing
3 Key Technologies of Network Security Storage in Cloud Computing
3.1 Authentication Technology
3.2 Backup Technology
3.3 Data Encryption Technology
3.4 Key Management Technology
4 Application of Cloud Computing in Computer Network Security Storage
4.1 Design of Cloud Architecture
4.2 Design of Cloud Computing Service
4.3 Design of Node Management Model
4.4 Design of Load Balancing Mechanism
4.5 Design of Encrypted File Upload
5 Conclusions
References
Assessment Index System of Power Grid Projects Investment Risks Based on AHP-Improved Risk Matrix
1 Introduction
2 Research Methodology
2.1 Improved Risk Matrix
2.2 Delphi Method
2.3 Analytic Hierarchy Process
3 Grid Engineering Investment Risk Identification
3.1 Economic Risk of Power Grid Project
3.2 Policy Risks of Power Grid Project
3.3 Environment Risks of Power Grid Project
4 Risk Assessment System of Power Grid Engineering Investment Based on AHP-Improved Risk Matrix
4.1 Power Grid Engineering Investment Risk Probability and Its Sequential Value
4.2 Risk Weights of Power Grid Engineering Investment
4.3 Power Grid Engineering Investment Risk Impact and Its Ordinal Value
4.4 Grid Engineering Investment Risk Level
4.5 Power Grid Engineering Investment Risk Borda Values and Ordinal Values
4.6 Acceptability of Investment Risk for Power Grid Projects
4.7 Selection of Investment Risk Response Measures for Power Grid Projects
5 Conclusions
References
Intelligent Mental Pension System on Account of BP Nerve Network Algorithm
1 Introduction
2 Exploration of Intelligent Mental Pension System on Account of BP Nerve Network Algorithm
2.1 On Account of BP Nerve Network Algorithm
2.2 Design of Intelligent Mental Endowment System
3 Research on the Design Effect of Intelligent Mental Endowment System on Account of BP Nerve Network Algorithm
3.1 Comparative Analysis
3.2 Overview
3.3 Design Formula
3.4 Calculation Principles
4 Investigation and Research Analysis of Intelligent Mental Endowment System Design on Account of BP Nerve Network Algorithm
4.1 Test Effect
5 Conclusions
References
Image Encryption Algorithm Based on Internet of Things Technology
1 Introduction
2 Research on Image Encryption Algorithm Based on Internet of Things Technology
2.1 Image Digitization
2.2 Digital Image Processing
2.3 Image Compression
2.4 Chaos Duffing Oscillator
3 Experiment of Image Encryption Algorithm Based on Internet of Things Technology
3.1 Scrambling Algorithm
3.2 Diffusion Algorithm
4 Experimental Analysis of Image Encryption Algorithm Based on Internet of Things Technology
4.1 Image Encryption and Decryption Speed Comparison
4.2 Analysis of Encryption Speed
5 Conclusions
References
Research on Cross-Border Electronic Evidence Network Forensics Cooperation and Response Mechanism
1 Legal Evidence Collection Approach and Application of Cross-Border Electronic Data
1.1 How to Legally Obtain Cross-Border Electronic Data in Civil Cases
1.2 How to Legally Obtain Cross-Border Electronic Data in Criminal Cases
1.3 Analysis and Application of Legal Evidence Collection Methods for Cross-Border Electronic Data
2 Research on the Differences of Electronic Data in Different Countries and Regions
2.1 Comparison of Electronic Forensics Terms in Different Countries and Regions
2.2 Differences Between Electronic Forensics Technology and Software and Hardware Equipment Standards
2.3 Differences in Industry Norms of Electronic Data Forensics
2.4 Legal Norms
3 Research on Cooperation Mechanism in Cross-Border Electronic Data Exploration, Evidence Collection and Identification
3.1 Cooperation and Research in Laboratory Certification and Standardized Management
3.2 Construction of Cross-Border Diversified Electronic Data Cooperation System
3.3 Cooperation in Third-Party Payment and Virtual Currency Forensics in Different Countries and Regions
3.4 Cooperation in the Field of Electronic Data Forensics, Confidentiality and Authentication
3.5 Communication and Cooperation Mechanism and Personnel Training
4 Summary and Prospect
References
A Review of Production Scheduling Research Based on Genetic Algorithm
1 Introduction
2 GA Problem Description
3 Research Progress of Genetic Algorithm in Production Scheduling
3.1 Job Shop Scheduling Problem
3.2 Flexible Job Shop Scheduling Problem
3.3 Green Workshop Scheduling Problem
3.4 Fuzzy Flexible Job Shop Scheduling Problem
4 Conclusion and Prospect
References
Design of Convolutional Neural Network Accelerator Based on RISC-V
1 Introduction
2 Design of Convolutional Neural Network Accelerator Based on RISC-V
2.1 RISC-V Instruction Set Architecture
2.2 Overall System Architecture
2.3 NICE Interface
2.4 Convolutional Neural Network Co-processor Hardware Architecture
3 Simulation Verification and Results
3.1 System Function Simulation
3.2 Hardware Resource Consumption Analysis
4 Conclusion
References
Design and Implementation of English Teaching Analysis System Based on BP Neural Network Algorithm
1 Introduction
2 Related Theoretical Overview and Research
2.1 BPNN and Related Research
2.2 Analysis of ET and Related Research
2.3 Application of BPNN Algorithm in the Process of Constructing ET Analysis System
3 Experiment and Research
3.1 Experimental Environment
3.2 Experimental Process
4 Analysis and Discussion
5 Conclusion
References
Covering Device Structure Optimization Based on the Technology of Computer Data Analysis
1 Soil Channel Test and Result Analysis
2 Test Plan and Result Analysis for Measuring the Thickness of Overburden
3 Test Scheme and Result Analysis of Measuring Seed Displacement
4 Optimization of Structural Parameters
References
Anomaly Detection Method of Urban Rail Vehicle Timing Data Driven by KNN Algorithm
1 Introduction
2 KNN Algorithm Concept and Application Advantages
2.1 Algorithm Concept
2.2 Application Advantages
2.3 Construction of Data Anomaly Detection Process of KNN Algorithm
3 Construction of Abnormal Timing Data Detection System for Urban Rail Vehicles
3.1 System Framework
3.2 System Implementation Scheme
4 Conclusion
References
Intelligent Teaching Management System Based on Data Fusion Technology
1 Introduction
2 Basic Concepts of Data Fusion Technology
3 Significance of Construction of Intelligent Teaching Management System in Colleges and Universities
3.1 Improve the Pertinence of Teaching
3.2 Help Students Study Independently
4 Construction Scheme of Intelligent Teaching Management System in Colleges and Universities
4.1 Overall Framework
4.2 Implementation Method
5 Conclusion
References
Location Algorithm of Wireless Sensor Network Based on SDN Network Structure
1 Introduction
2 Basic Architecture and Key Technologies of SDN
2.1 Concept Introduction
2.2 Basic Architecture
2.3 Key Technologies
3 Features and Topology of Wireless Sensor Network Based on SDN Network Structure
4 Wireless Sensor Network Localization Algorithm Based on SDN Network Structure
4.1 Fixed Node Deployment Algorithm
4.2 Wireless Node Location Algorithm
4.3 Mobile Node Location Algorithm
5 Conclusion
References
Access Control Method of SDN Network Based on Zero Trust
1 Introduction
2 Zero Trust and Basic Concepts of SDN
2.1 Zero Trust
2.2 SDN Network
3 Access Control Framework Construction Method and Control Principle of SDN
3.1 General Framework
3.2 Control Principles
4 Conclusion
References
Application of Permutation Entropy Algorithm in Automatic Mechanical Equipment Running State Monitoring
1 Introduction
2 Research Background
3 Basic Concepts of Permutation Entropy Algorithm
4 Ideas and Methods for the Implementation of Automatic Mechanical Equipment Running State Monitoring Function
4.1 Implementation Roadmap
4.2 Implementation Method
5 Conclusion
References
Research on 3D Technology in Animation Design of Digital Media Industry
1 Introduction
2 3D Technology Advantages
3 Basic Concepts and Main Requirements of Animation Design in Digital Media Industry
3.1 Basic Concepts
3.2 Main Requirements
4 Application Advantages of 3D Technology
5 Application Process and Method of 3D Technology in Animation Design
5.1 Application Process
5.2 Application Modes
6 Conclusion
References
Application of Hospital Computer Wireless Network Bedside Nursing Management System
1 Introduction
2 Key Points of Wireless Network Nursing Application
3 The Construction Significance of Hospital Computer Wireless Network Bedside Nursing Management System
4 Construction Requirements of Hospital Computer Wireless Network Bedside Care Management System
4.1 Demand Model
4.2 Requirement Analysis
5 Construction Scheme and Implementation Method of Bedside Nursing Management System
5.1 Construction Plan
5.2 System Implementation Method
6 Conclusion
References
Cyber Intelligence for AI, VR, Blockchain Applications and Innovations
Analysis on the Development of Visual Communication Design Under the Innovation of Information Technology
1 Introduction
2 Overview of Visual Communication Design
3 Transformation of Visual Communication Design under the Innovation of Information Technology
3.1 Shift in Thinking
3.2 Technological Shift
4 The Characteristics of Visual Communication Design in Information Technology Innovation
4.1 Design Ideas Tend to be Humanized
4.2 Design Style Tends to be Personalized
4.3 Design Forms Tend to Diversify
5 The Development of Visual Communication Design in the Context of Information Technology Innovation
5.1 New Media Applications
5.2 Design Ideas Tend to Be Humanized
5.3 Multi-sensory Use
6 Prospects of Visual Communication Design Under Information Technology Innovation
7 Conclusion
References
Application of 3D Printing Technology in Product Model Making
1 Introduction
2 Method
2.1 3d Printing Technology
2.2 Product Model
2.3 Evaluation Model
3 Experience
3.1 Object Extraction
3.2 Experimental Analysis
4 Discussion
4.1 3d Printing Technology Development Status
4.2 Parameter Optimization Selection
5 Conclusion
References
Intelligent Speech Continuous Recognition System Based on NOSE Algorithm
1 Inductions
2 Research on Intelligent Speech Continuous Recognition
2.1 Current Shortcomings of Speech Recognition
2.2 Factors Affecting Speech Recognition
3 Design of Intelligent Speech Continuous Recognition System Based on NOSE Algorithm
3.1 System Composition
3.2 Voice Collection
3.3 Speech Processing
3.4 Voice Endpoint Detection
3.5 Feature Extraction
3.6 Application of the NOSE Algorithm
4 System Detection
5 Conclusions
References
Power Integrated Energy Collaborative Optimization System Based on PSO-PFCM Clustering Algorithm and Block Chain Technology
1 Introduction
2 Research on Power Integrated Energy Collaborative Optimization System Based on PSO-PFCM Clustering Algorithm and Block Chain Technology
2.1 Overview of PSO-PFCM Clustering Algorithm
2.2 Defects of PSO-PFCM Clustering Algorithm
2.3 PSO-PFCM Clustering Algorithm Improvement
3 Research and Investigation on Collaborative Optimization System of Power Integrated Energy Based on PSO-PFCM Clustering Algorithm and Block Chain Technology
4 Research and Investigation on Collaborative Optimization System of Power Integrated Energy Based on PSO-PFCM Clustering Algorithm and Block Chain Technology
5 Conclusions
References
Application of Medical Image Segmentation Algorithm Based on Genetic Algorithm in Intelligent Medical Nursing System
1 Introduction
2 Application of Medical Image Segmentation Algorithm Based on Genetic Algorithm in Intelligent Medical Nursing System
2.1 Image Segmentation
2.2 System Detailed Design and Realization
3 Intelligent Medical Monitoring System Test
3.1 Intelligent Medical System
3.2 System Test
3.3 Test Preparation
4 Analysis of Test System Results
4.1 Analysis of Performance Test Accuracy
5 Conclusion
References
Design of Automobile Engine Timing Chain System Under Artificial Intelligence Technology
1 Introductions
2 Research on Timing Chain of Automobile Engine
2.1 The Layout Position of the Timing Chain System in the Whole Machine
2.2 Types of Wear
2.3 Design of Automobile Engine Timing Chain System
3 Automobile Engine Wear Test
3.1 Test Sample Chain
3.2 Wear Test Method
3.3 Experimental Data
4 Experimental Data Analysis
5 Conclusions
References
Xuexin Communication APP Based on Blockchain Technology
1 Introduction
2 Research on the Design and Implementation of Xuexin Communication APP Based on Blockchain Technology
2.1 Blockchain Technology
2.2 APP Demand Analysis
3 Investigation and Research on the Design and Implementation of Xuexintong APP Based on Blockchain Technology
3.1 Overall Architecture Design
3.2 Data Storage Design
3.3 Evaluation Scheme Design
4 Analysis and Research on the Design and Implementation of Xuexintong APP Based on Blockchain Technology
4.1 Function Design and Implementation of Xuexintong APP
4.2 Evaluation of Platform Design Effects
5 Conclusions
References
Investigate the Application of Virtual Reality Technology into the Expo Building Exhibition Space
1 The Concept of VR Technology
2 The VR Technology Application of the Expo Building Exhibition Space
2.1 The Functionality Presented of VR Technology in the Application of the Expo Building Exhibition Space
2.2 Performance Method of VR Technology Appliance
2.3 Spatial Characteristics of VR Technology Appliance
3 Concrete Appliance Process of VR Technology in the Expo Building Exhibition Space
3.1 Use VR Technology to Remedy the Defects in the Design
3.2 Analysis to Design Feasibility with VR Technology
3.3 Display the Design Model Using VR Technique
4 The Impact of VR Technique on the Exhibition Space of the Expo Buildings
5 Conclusions
References
Construction of College Students Online Education Ecological Chain Based on Block Chain Technology
1 Introduction
2 The Revolution of Online Education in Universities
3 Application of Blockchain Technology in Online Education
3.1 Key Technologies and Application Scenarios of Blockchain
3.2 The Technological Advantages and Opportunities of Blockchain Technology in Online Education
4 Construction of University Online Education Ecological Chain Based on Block Chain
4.1 The Necessity of Building an Online Teaching Ecological Chain Based on Block Chain
4.2 Construction Mechanism of Online Education System Based on Block Chain
4.3 Online Education State Chain Model Based on Block Chain
5 Conclusions
References
Application of Video Surveillance Intelligent Analysis System Based on KNN Algorithm
1 Introduction
2 Video Surveillance Intelligent Analysis System Based on KNN Algorithm
2.1 KNN Algorithm
2.2 Advantages and Disadvantages of ANN Algorithm
2.3 Design and Construction of Monitoring System Platform
2.4 Moving Target Tracking
3 System Test
3.1 System Test Environment
3.2 System Test Content
3.3 Test Steps
4 Analysis of Test Results
4.1 Multi-channel Video Decoding Rate Data
5 Conclusion
References
Research and Implementation of QR Code and Maze Conversion Based on VR
1 Introduction
2 Related Technologies and Development Tools
2.1 QR Code
2.2 OpenGL ES
3 Extraction of Effective Data of QR Code and Transformation of Corresponding Maze
4 Realization of Two-Dimensional Code and Maze Conversion Based on VR
5 Conclusion
References
Strengthening Research of SYSTRAN in the Field of Artificial Intelligence Automatic Translation
1 Introduction
2 Discussion on SYSTRAN in the Field of Artificial Intelligence Automatic Translation
2.1 Artificial Intelligence Automatic Translation
2.2 SYSTRAN Technology
3 Experiment of SYSTRAN in the Field of Artificial Intelligence Automatic Translation
3.1 SYSTRAN Strengthens the Process in the Field of Artificial Intelligence Automatic Translation
3.2 SYSTRAN Strengthens the Performance Test Process in the Field of Artificial Intelligence Automatic Translation
4 Experimental Analysis of SYSTRAN in the Field of Artificial Intelligence Automatic Translation
4.1 Performance Test and Analysis of SYSTRAN in the Field of Artificial Intelligence Automatic Translation
5 Conclusion
References
Real-Time Surveillance System of Health Big Data Based on Artificial Intelligence
1 Introduction
2 Identification of Individual Health Risks
2.1 Early Recognition and Diagnosis of Disease
2.2 Precise Definition of Disease Phenotypes
2.3 Support of Clinical Decision
3 Group Health Risk Assessment
3.1 Real-Time Surveillance of Infectious Diseases
3.2 Group Health Behavior Identification
4 Consideration in the Application of Big Data in Health Risk Assessment
4.1 Shared Utilization of Multi-source Data
4.2 Data Evaluation
4.3 The Application of AI
References
The Application of Artificial Intelligence Technology in Computer-Aided Translation
1 Introduction
2 Discussion on the Application of AIT in CAT
2.1 Artificial Intelligence Technology
2.2 CAT
2.3 Relationship Between CAT and AIT
3 Experiment
3.1 Application Process of AIT
3.2 CAT Technology Test Process
4 Discussion
4.1 Effect Analysis of CAT
5 Conclusion
References
The Development of Computer Translation System Based on Artificial Intelligence Technology
1 Introduction
2 Computer Translation System and Similarity Algorithm
2.1 Computer Translation Technology
2.2 Characteristics of Computer Translation System Based on Artificial Intelligence
2.3 Sentence Similarity (SS) Calculation
3 Design of Computer Translation System Based on AIT
3.1 Overall Framework of Computer Translation System
3.2 System Translation Process Design
4 Application of Translation System
4.1 System Test
4.2 Analysis of the Actual Application Results of the System
5 Conclusion
References
Application of Railway Tunnel Antenna Signal Cover and Artificial Intelligence Technology
1 Foreword
2 Text
2.1 Scheme Summary
2.2 Scheme Design
2.3 The Related Theory of Double Way Radiation Antenna
3 Conclusions
References
Fast Extraction Algorithm of Big Data Information Based on Artificial Intelligence
1 Introduction
2 Related Theoretical Overview and Research
2.1 Artificial Intelligence and Related Research
2.2 Big Data Information Fast Extraction Algorithm and Related Research
3 Experiment and Research
3.1 Experimental Background
3.2 Experimental Process
4 Analysis and Discussion
5 Conclusion
References
IoT Big Data Mining Algorithm Based on Artificial Intelligence Technology
1 Introduction
2 Data Mining and Its Algorithms
2.1 The Function of Data Mining
2.2 Association Rules Data Mining Algorithms
3 Design of IoT Big Data Mining System Based on Artificial Intelligence
3.1 Overall Architecture of Big Data Mining System
3.2 Architecture Design of HDFS
4 Algorithm Experimental Analysis
4.1 Experimental Environment
4.2 Experimental Results
5 Conclusion
References
Design of Intelligent Calligraphy and Painting Software System Based on Computer Aided Technology
1 Introduction
2 Research on the Design of Intelligent Calligraphy and Painting Software System Based on Computer Aided Technology
2.1 Advantages of Computer Aided Design
2.2 The Theoretical Basis of Humanistic Learning in Computer Aided Design
2.3 Research on the Algorithm of Intelligent Calligraphy and Painting Software System Based on Computer-Aided Technology
3 Experiment Research on Intelligent Calligraphy and Painting Software System Based on Computer-Aided Technology
3.1 Extraction of Image Element Features
3.2 Calligraphy Character Outline Skeleton Extraction
4 Experiment Analysis of Intelligent Calligraphy and Painting Software System Based on Computer-Aided Technology
4.1 Contour Feature Extraction
4.2 Comparison of Anti-noise Performance
5 Conclusions
References
Research on Artificial Intelligence Ethical Risk of Threat Intelligence Analysis and Electronic Forensics
1 Application of Artificial Intelligence in Electronic Data Forensics and Identification in Intelligent Policing
1.1 Artificial Intelligence Technology Provides the Efficiency of Electronic Data Forensics Software
1.2 Artificial Intelligence Helps to Mine Network Association and Suspicious Clues to Form the Path of Network Attack, Defense and Forensics
1.3 The Certificate Cloud Based on Blockchain Solves the Notarization Problem of Judicial Expertise
1.4 Application and Problem Analysis of Artificial Intelligence in Judicial Work
1.5 Artificial Intelligence Crime and Its Challenge to Judicial Work Such as Electronic Forensics
2 Analysis on the Ethical Principles of the Application of Artificial Intelligence in the Judicial Field
3 In the Practice of Electronic Data Forensics and Authentication, We Should Constantly Clarify the Ethical Boundary of Artificial Intelligence Security
3.1 Application of Text Analysis in Electronic Data Forensics
3.2 Electronic Forensics and Authenticity Identification of Multimedia Data
3.3 Application of Artificial Intelligence Comprehensive Research and Judgment Technology in Electronic Data Forensics
4 Summary and Prospect
References
Application of VR Technology in 3D Image Interior Design System
1 Introduction
2 Overview of VR Technology
2.1 Development of VR Technology
2.2 Hardware System
2.3 Software System
3 Main Application Technologies of VR
3.1 Dynamic Environment Modeling Technology
3.2 Real-Time 3D Graphics Generation Technology
3.3 Stereoscopic Display and Sensor Technology
3.4 Application System Development Tools
3.5 System Integration Technology
4 Problems Existing in Traditional Interior Design
4.1 It is Difficult for Designers to Communicate with Householders
4.2 Influence of External Environment
4.3 It is Inconvenient to Modify the Scheme
5 Advantages of Using VR Technology in Interior Design
5.1 Model Building Is Easy
5.2 Intuitive Display of Design Content
6 The Application of VR Technology in Interior Design
6.1 Presentation of the Design Scheme
6.2 Simulation of Various Environmental Factors
6.3 The Designer can Modify the Scheme at Any Time
6.4 Mobility of Virtual Models
7 Conclusion
References
Application of Artificial Intelligence Algorithm in the Design of Water Pollution Control System
1 Introduction
2 Application of Artificial Intelligence Algorithm in the Design of Water Pollution Control System
2.1 Features of Neural Network
2.2 Harm Caused by Water Pollution
2.3 Influencing Factors of Water Pollution Control
2.4 Countermeasures for Water Pollution Control
3 Experiment
4 Discussion
5 Conclusions
References
Intelligent Innovative Design of Indoor VR Based on Machine Vision
1 Introduction
2 System Design
2.1 Design and Implementation of Indoor Modeling System
2.2 Visualization System Design and Implementation
2.3 Real-Time Photorealistic Rendering
3 Indoor VR Space Design Experiment Design
3.1 Indoor Positioning Algorithm Based on Machine Vision
3.2 Experimental Design
4 Indoor VR Space Design Experiment
4.1 Collision Detection Experiment of Indoor Objects
4.2 Comparison with RAPID Algorithm
5 Conclusions
References
Interior Decoration Design System Based on Virtual Reality Technology
1 Introduction
2 Interior Decoration Design System Based on Virtual Reality Technology
2.1 Design Analysis of Interior Decoration Design System Based on Virtual Reality Technology
2.2 Overall Design of System Modules
3 Realization of Interior Decoration Design System Based on Virtual Reality Technology
3.1 Programming Environment and System Design Patterns
3.2 Implementation of Common User Functions
3.3 3D Scene Establishment and Realization
4 Experimental Analysis of Interior Decoration Design System Based on Virtual Reality Technology
4.1 Ability Test of System Communication Module Providing Services
4.2 Analysis of Communication Requirements Between System Communication Module and Mobile Terminal
5 Conclusions
References
Development of Computer Vision Virtual Experiment Based on Virtual Simulation Technology
1 Introduction
2 Discussion on the Development of Computer Vision Virtual Experiment Based on Virtual Simulation Technology
2.1 Image Classification
2.2 Target Tracking Algorithm
2.3 Local Matching Algorithm
2.4 Module Design
3 Experiments
3.1 Common Tools of Virtual Simulation Technology
3.2 Model Creation
4 Discussion
5 Conclusions
References
Design and Application of Automatic Evaluation System for Oral English Based on Neural Network
1 Introduction
2 Common Types and Characteristics of Neural Networks
2.1 Neural Network Concept
2.2 Feedforward Neural Network
2.3 Feedback Neural Network
3 Neural Network Selection and Oral English Automatic Evaluation System Design
3.1 Selection of Neural Network
3.2 System Design
3.3 System Implementation Method
4 Application of Automatic Oral English Testing System
5 Conclusion
References
Volleyball Training Based on Virtual Reality Technology
1 Research Background
2 Main Features of VR Technology
3 The Necessity of VR Technology in Volleyball Training Application
3.1 Better Avoid the Occurrence of Accidents in Training
3.2 Insufficient Material Conditions Such as Improving Infrastructure
3.3 Avoid Sports Injuries Caused by Difficult Movements
4 Application Practice of VR Technology in Volleyball Training and Teaching
4.1 Build Virtual Training Venues and Roles
4.2 Volleyball Skills and Tactical Simulation
4.3 Help Students Learn Volleyball Theory
4.4 Provide Psychological Training and Virtual Exercise Experiments
5 Conclusion
References
Hidden Markov Model-Driven Speech Recognition for Power Dispatch
1 Introduction
2 Significance of Speech Recognition in Power Dispatching
3 Introduction to Hidden Markov Model
4 Speech Recognition System Construction Based on Hidden Markov Model
4.1 Model Building
4.2 System Design
5 System Test
5.1 Test Scheme
5.2 Test Results
6 Conclusion
References
Analysis of Machine Translation and Computer Aided Techniques in English Translation
1 Introduction
2 Research Background
3 Current Situation and Development Demand of English Translation Technology
3.1 The Status Quo
3.2 Development Needs
4 Application Strategies of Machine Translation in English Translation and Main Functions of Computer Aided Technology
4.1 Application Policies
4.2 Main Functions
5 Conclusion
References
Application of 3D Technology in Film and Television Animation System
1 Introduction
2 Technical Value Analysis and Background Introduction
3 Basic Concepts and Classification of 3D Animation Technology
3.1 Basic Concepts
3.2 Technical Classification
4 Application Points and Performance of 3D Technology in Various Stages of Film and Television Animation Design
4.1 Division of Film and Television Animation Design Stage
4.2 Key Points of Technical Application
4.3 Application Performance
5 Conclusion
References
Optimization and Verification of Artificial Intelligence Image Recognition Algorithm for Transmission Line Defects
1 Introduction
2 Remote Sensing Image Sample Acquisition
3 Unselected Adaptive Algorithm
4 Automatic Recognition of Transmission Line Video Image Defect Target
5 Algorithm Flow
6 Experimental Demonstration and Analysis
7 Conclusion
References
Cyber Intelligence for Big Data
Dynamic Construction of Pipeline Network Map Data
1 Introduction
2 Research Method of Dynamic Construction of Pipeline Network Map Data
2.1 Principles of Online Update of Map Information
2.2 The Overall Idea of Online Update of Map Information
2.3 Automatic Mapping Technology of Expert Templates
3 Process of Research on Dynamic Construction of Pipeline Map Data
3.1 Improved Shortest Data Association Algorithm Based on Wang’s Distance
3.2 Implementation of Improved Wang’s Distance Shortest Data Association Algorithm
3.3 Fuzzy-Adaptive Data Association Algorithm
4 Analysis of the Results of Changes in the Accuracy of Data Association
4.1 Keep the Observation Error Constant, Compare the Change of the Correct Rate of Data Association with the Control Error, and the Results are Shown in Table 1 and Fig. 1
4.2 Keep the Control Error Constant, Compare the Change of the Data Association Accuracy Rate with the Observation Error, and the Results are Shown in Table 2 and Fig. 2
5 Conclusions
References
Product Matching Optimization Model Based on Integrated SVM Data Stream Classification Algorithm
1 Introduction
2 Financial Product Matching Optimization Model Based on Integrated SVM Data Stream Classification Algorithm
2.1 Data Stream Classification Algorithm
2.2 Support Vector Machine
2.3 Financial Products and Resources
3 Design Investigation of Financial Product Matching Optimization Model
3.1 Formulate a Perfect Optimization Plan
3.2 Questionnaire Design
3.3 Investigation Process
4 Analysis of Survey Results
4.1 Suggestions and Countermeasures for Optimizing Financial Products
5 Conclusion
References
3D Printing Floating Body Balance Optimization System Based on Comet Data Analysis
1 Introduction
2 3DP Floating Body Balance Optimization System Based on Comet Data Analysis
2.1 System Design Method Based on Comet Data Analysis
2.2 Architecture of the 3DP Floating Body Balance Optimization System
2.3 Key Functional Modules of 3DP Floating Body Balance Optimization System
3 System Test Design
3.1 System Accuracy Test Design
3.2 Absolute Positioning Accuracy
3.3 Repeat Positioning Accuracy
4 Test Results of 3DP Floating Body Balance Optimization System Based on Comet Data Analysis
4.1 Accuracy of Absolute Positioning and Repeated Positioning
4.2 System Printing Verification
5 Conclusions
References
The Application of Image Fusion Algorithm in Digital Media Technology Under the Background of Big Data
1 Introduction
2 Image Fusion and Digital Media Technology Application
2.1 Image Fusion Concept and Fusion Level
2.2 Overview of Digital Media Technology
2.3 Application of Digital Media Technology
2.4 Image Fusion Algorithm
3 Application of Image Fusion Algorithm in Digital Media Technology
3.1 Research Content
3.2 Research Methods
4 Application Analysis of Image Fusion Algorithm in Digital Media Technology
4.1 Image Resolution Comparison Before and After Denoising
4.2 Digital Media Exhibition Image Fusion Processing Time
5 Conclusion
References
Monitoring Persistent Change Points in a Heavy-Tailed Sequence with M-Estimation in Big Data Background
1 Introduction
2 Monitoring Procedure
3 Conclusions
4 Mathematical Proofs
References
SDP-Based Energy Internet Networking Technology
1 Introduction
2 SDP-Based Energy Internet Networking Technology
2.1 Characteristics of Energy Internet
2.2 The Privacy Threat of the Energy Internet
2.3 SDP Key Technology
3 Experiment
3.1 Device Layer
3.2 Control Layer
3.3 Application Layer
3.4 Calculating Trust
4 Discussion
5 Conclusions
References
A Network Camouflage Technology that Randomly Adds False Information to Real Information
1 Introduction
2 Overview of the Characteristics of Wireless Sensor Networks and Network Camouflage
2.1 Wireless Sensor Network
2.2 Network Camouflage
2.3 Monte Carlo Algorithm
3 Research on Network Camouflage Technology
3.1 Research Purpose
3.2 Research Methods
4 Analysis of the Effectiveness of Network Camouflage Technology
4.1 Random Distribution of False Information and Real Information in Space
4.2 Network Camouflage Technology Inspection
5 Conclusion
References
Intelligent Traffic Flow Prediction Model Based on Deep Neural Network
1 Introduction
2 Research on Two-Channel Convolutional Neural Network Model
2.1 Design of Two-Channel Convolutional Neural Network Model
2.2 Feature Classification
2.3 Adjustment of Network Weights and Thresholds
3 Training of Convolutional Neural Networks
3.1 Data Preprocessing
3.2 Forward Propagation
3.3 Error Back Propagation
3.4 Calculate Gradient Residuals
3.5 Adjustment of Convolutional Neural Network Parameters
4 Experimental Analysis
4.1 Error Comparison Under Different Learning Rates
4.2 Experimental Analysis of Training Accuracy and Training Loss of Warning Signs
5 Conclusions
References
Data Mining of E-commerce Agricultural Product Reviews Based on Big Data Algorithm
1 Introduction
2 Research Status at Home and Abroad
3 Research Methods
4 Text Acquisition and Processing
4.1 Data Sources
4.2 Data Processing
4.3 Text Statistics and Analysis
5 Countermeasures and Suggestions
5.1 Strengthen the Standardization System of Agricultural Products and Do a Good Job in Quality Assurance
5.2 Do a Good Job in Processing and Cold Chain, and Ensure the Taste
5.3 Promote the Development of Third-party Logistics and Do a Good Job in Logistics Guarantee
5.4 Do a Good Job in Service Details and Satisfaction Guarantee
6 Conclusion
References
Design of Equipment Data Analysis Algorithm Based on Convolution and BP Neural Network
1 Introduction
2 Design of Equipment Data Analysis Algorithm Based on Convolution and BP Neural Network
2.1 Theoretical Model of Convolutional Neural Network
2.2 BP Neural Network Structure
2.3 BP Neural Network Topology Design
3 Experiment
3.1 Data Acquisition Module
3.2 Data Analysis Module
4 Implementation of Equipment Data Analysis Algorithm Based on Convolution and BP Neural Network
5 Discussion
6 Conclusions
References
Design and Research of Secondary Index of Traffic Big Data Based on Hash
1 Introduction
2 Basic Structure and Index Mechanism of HBase
2.1 Distributed Structure of HBase
2.2 Query Mechanism of HBase
2.3 Secondary Index Mechanism of HBase
3 Secondary Index Based on Hash Algorithm
3.1 Hash Algorithm
3.2 Improved HBase Indexing Process Using Hash Algorithm
4 Design of Traffic Big Data Rowkey
4.1 Experimental Dataset
4.2 Design of Vehicle Data Table Rowkey
5 Experimental Results and Performance Analysis
5.1 Construction of Experimental Environment
6 Conclusion
References
User Behavior of Social E-commerce Platform—Based on Big Data Analysis
1 Introduction
2 Investigation and Analysis of Mogujie User Behavior
2.1 Basic Information of the Respondents
2.2 User Usage Time and Frequency Analysis
2.3 Analysis of User Motivation
2.4 Analysis of User Preference
2.5 Analysis of User Experience
2.6 User Trust Analysis
3 Ways to Develop Social E-Commerce Platforms Based on User Behavior Research
3.1 Strictly Manage and Control Information Leakage to Ensure User Social Security
3.2 Accurate Platform Positioning to Improve User Loyalty
3.3 Encourage Users to Innovate and Continuously Introduce Traffic
3.4 Improve the Platform Interface and Enhance the User Experience
4 Conclusions
References
Prediction and Analysis of Bank Marketing Data Model Based on K-means Algorithm
1 Introduction
2 Design and Exploration
2.1 Bank Marketing
2.2 System Function Introduction Based on Bank Marketing Data Model
2.3 Typical Model Cases of Bank Marketing Data
2.4 Analysis of Current Situation of Bank Marketing Data
3 Research on the Prediction and Analysis Effect
3.1 Quantitative Analysis
3.2 Analysis Summary
3.3 Application of Formula
4 Investigation and Research Analysis of Bank Marketing Data Model Prediction Analysis Based on K-means Algorithm
4.1 Test and Analysis
5 Conclusions
References
Digital Economy Research Based on Spatial Dupin Model Under Big Data Technology
1 Introduction
2 Research Design
2.1 Establishment of Econometric Model
2.2 Variables and Data Description
3 Empirical Results and Analysis
4 Conclusions and Policy Recommendations
References
Image Segmentation Method Based on Grabcut and Hue-Saturation-Value Color Space Model
1 Introduction
2 Image Segmentation Method Based on Grabcut and HSV
2.1 Image Segmentation by Grabcut
2.2 HSV Color Space Model
2.3 Image Segmentation Method Based on Grabcut and HSV
3 Simulation Experiments
4 Conclusion
References
Flight Path Planning of Aircraft Under Multiple Constraints Based on Genetic Algorithm
1 Introduction
2 Model Building
3 Conclusions
References
Computer Integrated Automation System of Paper Industry Based on Internet of Things Technology
1 Introduction
2 The Architecture of CIPS
3 Network Integration and Application
4 Data Integration and Application
References
Big Data Analysis Technology in Mechanical Intelligent Design and Manufacturing and Its Automation
1 Introduction
2 Big Data Analysis Algorithms and Machine Intelligent Production
2.1 Big Data Analysis Technology
2.2 Characteristics of Mechanical Intelligent Design and Manufacturing
2.3 Grey Association Algorithm
3 Construction of Intelligent Design and Manufacturing Platform for CNC Lathes
3.1 Structural Analysis of CNC Lathe
3.2 The Establishment of Multi-level Instance Library of CNC Lathe
3.3 CNC Lathe Automation Intelligent Design and Manufacture Frame Structure
4 Parts Production Application of CNC Lathe Intelligent Design and Manufacturing System
4.1 Comparison of Manual Production and Automated Production Speed
4.2 Comparison of Pass Rate of Product Quality Inspection
5 Conclusion
References
Design and Research of Teaching Evaluation System Based on Big Data Technology
1 Introduction
2 Research on Teaching Evaluation System of Computer Specialty Courses in Colleges and Universities
2.1 Educational Information
2.2 Principles of Constructing Evaluation Index System for Specialty Courses of Computer Application
3 Investigation and Research on Teaching Evaluation System of Computer Specialty Courses in Colleges and Universities
3.1 Research Design
3.2 Data Collection and Big Data Analysis
4 Investigation and Analysis of Teaching Evaluation Indexes of Computer Specialty Courses in Colleges and Universities
4.1 Preliminary Establishment of Curriculum Evaluation Indicators
4.2 Statistical Analysis of Curriculum Evaluation System Indicators
5 Conclusions
References
Analysis of Rapid Extraction of Data and Information Based on Deep Learning Technology
1 Introduction
2 Analysis of Rapid Extraction of Data and Information Based on Deep Learning Technology
2.1 Data Information Extraction Process Based on Deep Learning Technology
2.2 Optimization of Data Information Extraction Model Based on Deep Learning Technology
3 Data Information Rapid Extraction Experiment Test
3.1 Experimental Data Set
3.2 Experimental Program
3.3 Data Information Extraction Evaluation Index
4 Experimental Results of Rapid Data Extraction Based on Deep Learning Technology
4.1 Results of Information Extraction Experiment
4.2 Comparative Experiment
5 Conclusions
References
Application of Data Mining Technology in Microfilm Production
1 Introduction
2 Microfilm Transmission Under Digital Technology
2.1 Network Media Environment
2.2 An Intelligent System Application
3 Data Mining System Under Micro-movie
3.1 AE Technical Movie
3.2 The Degree of Media Information Dissemination of Micro-films
4 Digital Technology Analysis of Micro-films
4.1 Later Development of Micro-films
4.2 Digital Technology Innovation of Micro Film
5 Conclusions
References
Information Education Evaluation System Under Big Data Technology
1 Introduction
2 Method
2.1 Big Data
2.2 Information Education
3 Experience
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussion
4.1 Evaluation Index System of Education Informational
4.2 Statistics of the Number of Students in Higher Vocational Colleges
5 Conclusion
References
Application of K-Means Clustering Algorithm in Fresh Food Safety Management
1 Introduction
2 Fresh Food Safety Management Objectives and Supply Status Issues
2.1 The Target
2.2 Current Supply Situation
3 Concept Introduction of K-Means Clustering Algorithm and Construction of Security Warning System
3.1 Algorithm Concept
3.2 Safety Early Warning System Construction
4 Conclusion
References
Advanced Management System Based on Data Mining Technology
1 Introduction
2 Basic Concepts of Data Mining Technology and Characteristics of Advanced Management System
2.1 Basic Technical Concepts
2.2 System Features
3 Advanced Management System Design and Testing
3.1 Design Requirements
3.2 System Design Scheme
3.3 System Test
4 Conclusion
References
Research on Transaction Mode and Dynamic Pricing Model of Big Data Service Based on Sequential Recommendation Algorithm
1 Introduction
2 Basic Concepts
3 Related Work
3.1 Sequence Recommendation Algorithm
3.2 SMP Pricing Model
4 General Framework of Dynamic Pricing Model
5 Big Data Pricing Preprocessing of the Recommendation Algorithm
6 Conclusion
References
Design and Application of Automatic Food Packaging Machinery Control System
1 Introduction
2 Current Theoretical Situation
3 Characteristics and Control Requirements of Automatic Food Packaging Machinery
3.1 The Characteristics of
3.2 Control Requirements
4 Control System Design
4.1 Control System Framework
4.2 Implementation Method
5 Conclusion
References
Instrumental Music Dissemination of Southwest Ethnic Minorities Based on Big Data Technology
1 Introduction
2 Inheritance Value and Ideas
3 Big Data Technology System Framework and Implementation Method of Southwest Minority Instrumental Music Transmission
3.1 System Framework
3.2 System Implementation Method
4 System Verification
4.1 Verification Scheme
4.2 Results and Discussion
5 Conclusion
References
Author Index