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ویرایش: نویسندگان: Mohammed Atiquzzaman, Neil Yen, Zheng Xu سری: Lecture Notes on Data Engineering and Communications Technologies, 167 ISBN (شابک) : 9819908795, 9789819908790 ناشر: Springer سال نشر: 2023 تعداد صفحات: 822 [823] زبان: English فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) حجم فایل: 18 Mb
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در صورت تبدیل فایل کتاب Proceedings of the 4th International Conference on Big Data Analytics for Cyber-Physical System in Smart City - Volume 1: BDCPS 2022, December 16-17, Bangkok, Thailand به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.
توجه داشته باشید کتاب مجموعه مقالات چهارمین کنفرانس بین المللی تجزیه و تحلیل داده های بزرگ برای سیستم سایبری-فیزیکی در شهر هوشمند - جلد 1: BDCPS 2022، 16-17 دسامبر، بانکوک، تایلند نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.
Organization Conference Program Preface BDCPS 2022 Keynotes Oral Presentation Instruction Contents Power Grid Sensitive Information Detection Technology Based on Internet Big Data and Machine Learning 1 Introduction 2 Discussion on Power Grid Sensitive Information Detection Technology Based on Internet Big Fata and Machine Learning 2.1 Sensitive Information of Power Grid 2.2 Internet Data Technology 2.3 Machine Learning 3 Experimental Process of Power Grid Sensitive Information Detection Technology Based on Internet Big Fata and Machine Learning 3.1 Technical Framework for Sensitive Information Detection of Power Grid 3.2 Power Grid Sensitive Information Detection Technology Test Experiment 4 Experimental Analysis of Power Grid Sensitive Information Detection Technology Based on Internet Big Fata and Machine Learning 4.1 Power Grid Sensitive Information Detection Performance Test 5 Conclusion References Optimization Study of Wind Speed Prediction Based on Combined Model of Neural Network Optimization Algorithm 1 Background and Literature 2 Introduction of Data Sources and Model 2.1 CEEMD 2.2 TCN 2.3 GWO 3 Empirical Analysis of Wind Speed Forecasting 4 Conclusion References Optimal Decision Tree Algorithm in Sports Video Tracking Technology 1 Introduction 2 Research and Discussion of Optimized Decision Tree Algorithm in Sports Video Tracking Technology 2.1 Video Image Preprocessing 2.2 Common Algorithms of Decision Tree 2.3 Summary of Decision Tree Algorithm 3 Experiments 3.1 Workflow 4 Discussion 5 Conclusion References PLC Controller-Based Automatic Control System Design for Electric System Manipulator 1 Introduction 2 PLC Controller-Based Hardware Design of Automated Control System for Power System Manipulator 2.1 Collector Design 2.2 Microcontroller Design 2.3 Microprocessor Design 2.4 Power Supply Circuit Design 2.5 PLC Controller Design 3 PLC Controller-Based Automatic Control System Software Design for Electric Power System Manipulator 4 Experimental Study 5 Conclusion References Development of Object Identification APP Based on YoloV2 1 Introduction 2 Data Acquisition and Annotation 2.1 Data Collection 2.2 Data Annotation 2.3 COCO Dataset Screening 3 Training of Data Model 3.1 Selection of Model Parameters 3.2 Training of YoloV2 Model 4 UI Design and Implementation 4.1 Pre-design of Modules and Layout 4.2 Kivy Implementation UI 5 Function Design and Implementation 5.1 Pre Logic Design of Item Identification Function 5.2 Design of Functional Functions 5.3 Realization of Object Identification Function 6 Conclusion References Intelligent Defense Policy for Web Security Defense on Account of Semantic Analysis 1 Introduction 2 Design and Exploration of Intelligent Defense Strategy for Web Security Protection on Account of Semantic Analysis 2.1 Semantic Analysis 2.2 Intelligent Defense Policies for Web Security Defense Based on Semantic Analysis 3 Explore the Effect of Intelligent Defense Strategy for Web Security Defense on Account of Semantic Analysis 3.1 Algorithm Flow 4 Investigation and Research on Intelligent Defense Strategy of Web Security Protection on Account of Semantic Analysis 5 Conclusion References Consistency Comparison of Machine Vision Images Based on Improved ORB Algorithm 1 Introduction 2 Related Theoretical Overview and Research 2.1 Related Content of Visual Image Processing 2.2 Classification of Visual Image Comparison Methods 3 Experiment and Research 3.1 Experimental Method 3.2 Experimental Requirements 4 Analysis and Discussion 4.1 Comparative Analysis of Extraction Time Under Different Algorithms 4.2 Consistency Analysis of Visual Image Processing Under Three Algorithms 5 Conclusion References Nonlinear Multi-objective Probabilistic Optimization Based on Stochastic Simulation Algorithm 1 Introduction 2 Research on Nonlinear Multi-objective Probabilistic Optimization Based on Stochastic Simulation Algorithm 2.1 Randomness Simulation Algorithm 2.2 Defects of Linear Selection Method 2.3 Multi-objective Nonlinear Programming Problem Algorithm 2.4 Modeling Nonlinear Processes Using GPR 3 Investigation and Research on Nonlinear Multi-objective Probabilistic Optimization Based on Stochastic Simulation Algorithm 3.1 Experimental Setup 3.2 Multiple Optimization Objective Functions of WEDM-HS Process 4 Analysis and Research of Nonlinear Multi-objective Probabilistic Optimization Based on Stochastic Simulation Algorithm 4.1 WEDM-HS and EDM Modeling 4.2 WEDM-HS Optimization Results Decision 5 Conclusion References Artificial Intelligence Technology in Fault Diagnosis of Transmission Network 1 Introduction 2 Application Research of AI Technology in FD of TN 2.1 Design of the FD Model for the TN Based on AI 2.2 Design of the FD Model for the TN 3 Experimental Research on the Application of AI Technology in the FD of Power TN 3.1 Experimental Environment 3.2 Experimental Data 3.3 Experimental Process 4 Application Experiment Analysis of AI Technology in FD of TN 4.1 FD Results of Different Algorithms 4.2 FD Accuracy 5 Conclusion References Research on Power Supply Chain Equipment Traceability Method Based on System Blockchain 1 Introduction 2 This Method of the Paper 2.1 Traceability Structure for Complex Equipment 2.2 Trace-Method Based on Traceability Structure and Equipment Index Tree 3 Experimental Results 3.1 Data Transmission Efficiency Analysis 3.2 Analysis of Data Circulation Efficiency 4 Summary References Artificial Intelligence Application Processing Method and System Based on Open Source Deep Learning Framework 1 Introduction 2 The Processing Method and System of Artificial Intelligence Applications Based on the Open Source Deep Learning Framework 2.1 Neural Networks and Deep Learning 2.2 Intelligent Framework System Based on Open Source Deep Learning Framework 2.3 Processing Methods and Systems for Artificial Intelligence Applications 3 The Face Recognition Training Experiment Test of the Open Source Deep Learning Framework 3.1 System Design 3.2 Experimental Environment 3.3 System Design Framework 4 Experimental Test Results 4.1 Analysis of Face Recognition Results Under Different Thresholds 4.2 System Test Results Under Different Side Face Angles 5 Conclusion References A Novel Association Rules Mining Based on Improved Fusion Particle Swarm Optimization Algorithm 1 Introduction 2 Analysis of Improved Fusion Particle Swarm Optimization Algorithm 3 Association Rules Mining Based on Improved Fusion Particle Swarm Optimization Algorithm 4 Experiment and Analysis 5 Conclusion References Comparative Analysis of Machine Translation (MT) and Computer Aided Translation (CAT) 1 Introduction 2 Comparison Between MT and CAT 2.1 Advantages and Disadvantages of Quality Control in CAT System 2.2 Advantages and Disadvantages of MT 3 Frame Model Algorithm of MT 4 Testing and Analysis of Different Translation Modes 5 Conclusions References Dynamic Monitoring of Sea Reclamation Based on UAV Remote Sensing Technology Monitoring System 1 Introduction 1.1 Background Meaning 1.2 Related Work 1.3 Innovation of This Article 2 Dynamic Monitoring of Sea Reclamation Based on UAV Remote Sensing Technology Monitoring System 2.1 UAV 2.2 Remote Sensing Technology 2.3 Reclamation 2.4 Dynamic Monitoring 3 Reclamation Dynamic Monitoring Related Experiments 3.1 Reclamation Related Data Collection 3.2 Construction of a Suitability Evaluation Model for Reclamation 4 Dynamic Monitoring of Reclamation 4.1 Changes in the Coastline of the Bay Around a Certain Sea Area 4.2 Changes in the Area of the Bay Around a Certain Sea Area 4.3 Sea Usage of Some Industries in Reclamation Projects 4.4 Impact of Reclamation on Islands 5 Conclusions References The Synthesis Model Based on Multimodal Data for Asian Giant Hornets Sighting Report Recognition 1 Introduction 1.1 Background of the Asian Giant Hornet Problem 1.2 Modeling Plan 2 Multiple Linear Stepwise Regression 2.1 Problem Analysis 2.2 Data Processing 2.3 Results and Analysis 3 A Ensemble Model for Classification 3.1 Problem Analysis 3.2 Data Processing 3.3 Model Building 4 Results and Analysis 5 Conclusion References Interactive Translation System of Intelligent Fuzzy Decision Tree Algorithm (IFDTA) 1 Introduction 2 Application of IFDTA in IT System 2.1 Interactive Machine Translation Method Based on Word Graph 2.2 Application of IFDTA in IT System 3 Analysis of Fuzzy Decision Tree Algorithm 4 Experimental Test and Analysis 5 Conclusions References Adaptive Neural Network (NN) Coordinated Tracking Control Based on Artificial Intelligence Algorithm 1 Introduction 2 Research on Adaptive NN Coordinated Tracking Control 2.1 Adaptive NN Coordinated Tracking Control 2.2 NN Adaptive Algorithm 2.3 Basic Principle of RBF NN 2.4 Research on Detailed Factors of Network Internal Structure 3 RBF NN Algorithm 4 Design and Verification of NN Adaptive Tracking Control Strategy 4.1 Control Simulation and Analysis 5 Conclusions References Early Warning of Linguistic Achievement Pattern Based on DNA-GA Algorithm 1 Introduction 2 Method 2.1 DNA-GA Algorithm 2.2 Linguistic Achievement Test Scale 2.3 K-Means Clustering Algorithm 3 Experience 3.1 Object Extraction 3.2 Experimental Analysis 4 Discussion 4.1 College Students’ Linguistic Achievement Test 4.2 Parameter Setting 5 Conclusion References AI Big Data Multi-dimensional Intelligent Pension Model Recommendation Algorithm Empowered by Artificial Intelligence 1 Introduction 2 Research on the Recommendation Algorithm of AI Big Data Multi-dimensional Intelligent Pension Model Empowered by Artificial Intelligence 2.1 The Application Status of Artificial Intelligence in the Field of Elderly Care Services 2.2 Functional Analysis of the Intelligent Transformation of Elderly Care Services 2.3 Algorithm Selection 3 Research and Design Experiment of AI Big Data Multi-dimensional Intelligent Pension Model Recommendation Algorithm Empowered by Artificial Intelligence 3.1 System Implementation 3.2 System Test Design 4 Research and Experimental Analysis of AI Big Data Multi-dimensional Intelligent Pension Model Recommendation Algorithm Empowered by Artificial Intelligence 4.1 Recommender System Accuracy 4.2 System Performance Test 5 Conclusions References Artificial Intelligence Medical Construction and Data Mining Based on Cloud Computing Technology 1 Introduction 2 Proposed Method 2.1 The Concept of Cloud Computing 2.2 Key Technologies of Cloud Computing 2.3 Overview of Medical Informatization 2.4 Big Data 2.5 Hadoop Platform 3 Experiments 3.1 Experimental Subjects 3.2 Experimental Methods 4 Discussion 4.1 Research on Medical Data Association Rule Algorithm Based on Hadoop 4.2 Improved Algorithm Simulation 5 Conclusions References Visual Intelligent Recognition System Based on Visual Thinking 1 Introduction 2 Enterprise MS Combination Optimization System Based on DAA 2.1 Application of Data Analysis Technology in Portfolio Marketing 2.2 Construction of “4P”, “4C” and “4E” Interactive Marketing Mix 2.3 Combined Marketing Optimization Strategy for Optimal Project Solution 3 Data Mining Algorithm 4 Experimental Test Analysis 5 Conclusions References Path Optimization of e-Commerce Logistics Terminal Distribution Mode Based on Dijkstra Algorithm 1 Introduction 2 Research on Path Optimization of e-Commerce Logistics Terminal Distribution Mode Based on Dijkstra Algorithm 2.1 Overview of Mode Evolution 2.2 Improvement Idea of Dijkstra Algorithm 2.3 Analysis of Distribution Route Optimization Algorithm 2.4 Decision Making Using the Topsis Method 3 Research and Design Experiment of Route Optimization of e-Commerce Logistics Terminal Distribution Mode Based on Dijkstra Algorithm 3.1 Mode Selection 3.2 Experimental Design 4 Experiment Analysis on Path Optimization of e-Commerce Logistics Terminal Distribution Mode Based on Dijkstra Algorithm 4.1 Optimized Delivery Comparison 4.2 Distribution Mode Selection Decision and Analysis 5 Conclusions References Complex SPARQL Queries Based on Ontology and RDF 1 Introduction 2 Ontology Modeling and Representation 2.1 Ontology Modeling 2.2 Ontology Representation 3 RDF Conversion and Serialization 3.1 RDF Modeling 3.2 RDF Serialization 4 Complex SPARQL Queries 4.1 Simple Query 4.2 Multi-Match Query 4.3 Filter Conditional Query 4.4 Optional Query 5 Conclusions References Prediction System Analysis of Microbial Treatment of Organic Pollution Based on Particle Swarm Optimization Algorithm 1 Introduction 2 Application of PSOA in PS of Microbial Treatment of Organic Pollution 2.1 Microbial Treatment of Organic Pollution 2.2 Application of PSOA in Microbial Treatment of Organic Pollution PS 3 PSOA 3.1 Mathematical Description of PSOA 3.2 Basic Framework of PSOA 4 Experimental Test Analysis 4.1 Materials and Methods 4.2 Degradation Test Treatment of Mixed Organic Pollutants 4.3 Precision and Recovery Test 5 Conclusions References Data Preprocessing Technology in Network Traffic Anomaly Detection 1 Introduction 2 Research on Data Preprocessing Technology in Network Traffic Anomaly Detection 2.1 Network Traffic Measurement Characteristics 2.2 Algorithm Selection 3 Research and Design Experiment of Data Preprocessing Technology in Network Traffic Anomaly Detection 3.1 Building a Data Preprocessing Framework 3.2 Experimental Design 4 Experimental Analysis of Data Preprocessing Technology in Network Traffic Anomaly Detection 4.1 Data Filtering 4.2 Data Threshold 5 Conclusions References Intelligent Control Optimization of Sewage Treatment Process Based on Process Neural Network 1 Introduction 2 Intelligent Control Optimization of Sewage Treatment Process Based on Process Neural Network 2.1 Time-Varying Characteristics and Action Mechanism of Process Neural Network 2.2 Influencing Factors in Sewage Treatment Control 3 Experiment 3.1 Process Neural Network Sewage Treatment Control Process 3.2 Improved Process Neural Networks 4 Discussion 5 Conclusions References Research on Dynamic Cost Management System of Power Transmission and Transformation Project Based on 3D Technology 1 Introduction 2 Dynamic Management System Framework of Power Grid Project Cost 2.1 Frame Design 2.2 Key Modules 3 Software Implementation of Power Grid Project Cost Dynamic Management System 3.1 Presentation Layer 3.2 Data Control Layer 3.3 Business Logic Layer 3.4 Data Persistence Layer 4 Application of Dynamic Management System for Power Grid Project Cost 4.1 Identification of Cost Influencing Factors 4.2 Cost Target Determination 4.3 Analysis of Influencing Factors 4.4 Cost Deviation Warning 5 Conclusion References An Algorithm for Constructing Fractal Graph of Frieze Group Based on NIFS 1 Introduction 2 Analysis on the Properties of Equivalent Mapping of pma2 2.1 Analysis of Symmetry Properties 2.2 Non-analytical Analysis 3 Constructing Generalized M-sets and Full Julia Sets on the Parameter Section of pma2 Equivalent Mappings 4 Constructing the Nonlinear IFS 5 Conclusion References Application of Artificial Intelligence Technology in Distributed Privacy-Preserving Clustering Mining Algorithm 1 Introduction 2 Application of Artificial Intelligence Technology in Distributed Privacy-Preserving Clustering Mining Algorithms 2.1 Improvement of Distributed Clustering Algorithm Protecting Privacy 2.2 Application of Artificial Intelligence Technology in Data Mining Algorithm 2.3 Algorithm Selection 2.4 Privacy-Preserving Distributed K-Means Clustering Mining Algorithm 3 Application of Artificial Intelligence Technology in Distributed Privacy-Preserving Clustering Mining Algorithm Research Design Experiment 3.1 Improvement of Distributed Clustering Algorithm Protecting Privacy 3.2 Experimental Process 4 Research and Experimental Analysis on the Application of Artificial Intelligence Technology in Distributed Privacy-Preserving Clustering Mining Algorithms 4.1 Execution Efficiency 4.2 Clustering Accuracy 5 Conclusions References Simulation of a Sports Body Index Monitoring System Based on Internet of Things Technology 1 Introduction 2 Design Research 2.1 The Overall Process of the System 2.2 Overall Design of System Hardware 2.3 Cardiovascular Dynamics Parameters 3 Experimental Research 3.1 Design and Use of Database 3.2 System Test 4 Experimental Analysis 4.1 ECG Heart Rate Test 4.2 Pulse Oximetry Test 4.3 Functional Test of Sweat Ion Concentration 5 Conclusions References Processing of Natural Language Information Hiding Algorithm Based on Machine Learning 1 Introduction 2 Research on Algorithm Processing of Natural Language Information Hiding Based on Machine Learning 2.1 Research on Natural Language Information Hiding Algorithms 2.2 Classification of Information Hiding 2.3 Emphasis of Information Hiding Algorithms 2.4 Machine Learning 3 Investigation and Research on Algorithm Processing of Natural Language Information Hiding Based on Machine Learning 3.1 Natural Language Information Hiding Algorithm Based on Markov Chain 3.2 N-Gram Model 4 Analysis and Research of Natural Language Information Hiding Algorithm Processing Based on Machine Learning 4.1 Experimental Results 5 Conclusions References Color Model-Based Control Algorithm for 3D Printing of FDM Eco-friendly Art Products 1 Introduction 2 Color Printing Control Based on Color Model 3 Process and Material Selection of FDM Type 3D Printing 3.1 3D Printing Method 3.2 Process and Characteristics Analysis 4 3D Proposed Control Algorithm Specific Application Test Results 5 Conclusion References Research on Ecological Environment Early Warning System of Power Transmission and Transformation Project Based on Multi-objective Programming Algorithm 1 Introduction 2 Early Warning System for Ecological Environment of Power Transmission and Transformation Projects 2.1 Overall Structure of Early Warning System 2.2 Mobile Alert APP Module Design 3 Wireless Sensor Network Node Design 3.1 Network Node Hardware Structure 3.2 Comprehensive Sensor Sensing 4 Early Warning Model Based on Multi-objective Planning Algorithm 5 Adaptive Weighted Multi-sensor Data Fusion Method 5.1 Structure and Analysis of Adaptive Weighted Fusion Algorithm 5.2 Estimation of Variance of Multi-sensor Measurements 6 Experimental Analysis 7 Conclusion References Research on Computer Information Security Technology Based on DES Data Encryption Algorithm 1 Introduction 2 Computer Communication Data Encryption Based on DES Data Encryption Algorithm 2.1 Security Analysis of Computer Data Communication Based on DES Algorithm 2.2 3DES-Based Encryption of Computer Data in Plaintext 3 3RSA Data Encryption Algorithm for Computer Communication Data Encryption 3.1 3RSA Data Encryption Algorithm 3.2 Combination of 3DES Algorithm and RSA Algorithm for Computer Communication Encryption and Decryption 4 Experimental Analysis 4.1 Analysis of the Security Performance of Algorithms 4.2 Analysis of Encryption and Decryption Efficiency of Algorithms 5 Conclusion References Stereoscopic Visual Effect Simulation of Film and Television Works Based on 3D Technology 1 Introduction 2 Stereoscopic VE of FATW Based on 3D Technology 2.1 Stereo Vision Principle 2.2 3D Technology Shooting Skills Affect SE 2.3 Simulation of 3D Technology to Realize Stereoscopic VE of FATW 2.4 Application of 3D Technology in Film and Television Shooting 3 Application of 3D Technology in Film and Television Shooting 4 Test and Analysis of Stereoscopic VE of FATW Based on 3D Technology 5 Conclusions References Research on Intelligent Detection Technology of Protection Based on AC Electromagnetic Field 1 Introduction 2 Key Points of Electromagnetic Radiation Environment Detection 2.1 Key Points of General Electromagnetic Radiation Environment Detection 2.2 Key Points of Specific Electromagnetic Radiation Environment Detection 3 Protective Measures for Environmental Pollution Caused by Electromagnetic Radiation 3.1 Strengthen the Management of Electromagnetic Radiation Environment 3.2 Make Full Use of Electromagnetic Radiation Control Technology 3.3 Strengthen the Protection of Electromagnetic Radiation Environment According to Law 3.4 Strengthen the Publicity of Electromagnetic Radiation Protection Knowledge 4 Conclusions References Performance Simulation and Application Research of Typical Directional Valve Based on Neural Network 1 Introduction 2 Modeling Analysis of Typical Hydraulic System 2.1 Simulation Platform 2.2 Hydraulic Simulation Model 3 Research on Dynamic Working Performance 4 Design of Artificial Neural Network Model 5 Conclusion References Intelligent Multimedia News Communication Platform Based on Machine Learning and Data Fusion Technology 1 Introduction 2 Intelligent MNCP Based on ML and DFT 2.1 Operation Mechanism and Development Trend of Intelligent MNCP 2.2 Problems Faced by Multimedia News Platform in Intelligent Era 2.3 Intelligent MNCP Based on ML and DFT 3 ML and DFT 3.1 Basic Process of Distributed ML 3.2 Multimedia DFT 4 Experimental Test Analysis 5 Conclusions References Digital Economic Dispatch System Based on Improved Genetic Algorithm 1 Introduction 2 Research on Digital Economic Dispatch System Based on Improved Genetic Algorithm 2.1 Definition of Digital Economy 2.2 Digital Economic Dispatching System 2.3 Improved Genetic Algorithm 3 Investigation and Research on Digital Economic Dispatch System Based on Improved Genetic Algorithm 3.1 Improved Genetic Algorithm 3.2 Parameter Setting 4 Analysis and Research of Digital Economic Dispatch System Based on Improved Genetic Algorithm 4.1 Example Verification 5 Conclusions References Research on Target Detection and Anti-Attack Method Based on Neural Network 1 Introduction 2 Background 2.1 Object Detection 2.2 Counter Attack 2.3 HopSkipJump Attack 3 Method 4 Experimental Data 5 Conclusions References Autonomous Driving System of Intelligent Connected Vehicle Based on ASAM Standard 1 Introduction 2 Research on the Simulation of Intelligent Connected Vehicle Automatic Driving System Based on ASAM Standard 2.1 ASAM MCD Standard Model 2.2 Design Scheme of Calibration System 2.3 Analysis of the Application Requirements of the Calibration System in the Unmanned Low-Level Controller 3 Investigation and Research on the Simulation of Autonomous Driving System of Intelligent Connected Vehicle Based on ASAM Standard 3.1 Simulation 3.2 PID Control 4 Analysis and Research of Automatic Driving System Simulation of Intelligent Connected Vehicle Based on ASAM Standard 4.1 Overall Program Architecture 4.2 Simulation Results 5 Conclusions References Smart Clothing Try-on System Based on Data Analysis Algorithm 1 Introduction 2 Research on Smart Clothing Fitting System Based on Data Analysis Algorithm 2.1 Virtual Try-on System 2.2 Application of Data Analysis in Smart Clothing Fitting System 2.3 Structured Light Ranging Algorithm 3 Research and Design Experiment of Smart Clothing Fitting System Based on Data Analysis Algorithm 3.1 Program Description 3.2 Experimental Design 4 Experiment Analysis of Smart Clothing Try-on System Based on Data Analysis Algorithm 4.1 Simulated Clothing Generation 4.2 Comparison of Consumer Satisfaction 5 Conclusions References Design of English Automatic Translation System Based on Machine Intelligent Improved GLR Algorithm 1 Introduction 2 English Intelligent Recognition Algorithm 2.1 Create a Phrase Corpus 2.2 Phrase Corpus Lexical Recognition 3 English Translation Intelligent Recognition Model 3.1 Model Design Process 3.2 English Signal Processing 4 Extraction of Feature Parameters 5 Design of English Automatic Translation System 5.1 Operating Environment Arrangement 5.2 System Architecture Design 6 Experimental Analysis 6.1 Validity Verification 6.2 Comparison of Recognition Node Distribution 7 Conclusion References Financial Risk Monitoring Analysis Based on Integrated SVM Data Stream Classification Algorithm 1 Introduction 2 Integrated SVM Data Stream Classification Algorithm 2.1 Support Vector Machine 2.2 Integrated SVM Data Stream Classification Algorithm 3 Financial Risk Monitoring System Based on Integrated SVM Data Stream Classification Algorithm 3.1 Financial Risk Monitoring System Functional Design 3.2 Application of Integrated SVM Data Stream Classification Algorithm in Financial Risk Monitoring 4 Conclusion References A Virtual Culture Brand Image Design System Based on Corba/Java Technology 1 Introduction 2 Research on the Design of Virtual Cultural Brand Image Based on CORBA/JAVA Technology 2.1 Factors Affecting Brand Image Design 2.2 Establishment of Brand Image 2.3 CORBA/JAVA Technology 2.4 The Main Functions of the Virtual Culture Brand Image Design System 2.5 Overall System Structure Design 3 Design and Research of Virtual Culture Brand Image Design System Based on CORBA/JAVA Technology 3.1 System Development Environment 3.2 System Architecture 3.3 Spatial Index 3.4 Initial Feature Set Spatial Feature Design 4 Facility and Development of Virtual Culture Brand Image Design System Based on CORBA/JAVA Technology 4.1 System Function Module 4.2 Video Frame Rate 4.3 Evaluation Experiments 5 Conclusions References “Digital New Infrastructure” Contributes to the Construction of New Power Systems 1 The Connotation of the “Digital New Infrastructure” 2 The Main Mechanism of “Digital New Infrastructure” to the Construction of New Power System 2.1 The “Digital New Infrastructure” Can Promote the Large-Scale Development and Utilization of New Energy Sources [2], Help the New Power Systems to Achieve Power Reform, and Speed up Clean and Low-Carbon Energy Production 2.2 “Digital New Infrastructure” Can Improve the Efficiency and Efficiency of the New Power System, Promote Business Collaboration and Efficient Collaboration among Multiple Entities, And Promote the Efficient and Intensive Energy Utilization [4] 2.3 “Digital New Infrastructure” Can Ease Information Asymmetry, Enhance Market Transparency, Enhance Mutual Trust Among All Parties, and Reduce the Costs of Investment, Operation, Maintenance, and Transactions 2.4 “Digital New Infrastructure” Can Reshape the Value Creation System of the New Power System, Support Energy Enterprises to Actively Innovate Business Models, and Promote the Continuous Emergence of New Subjects, New Business Forms and New Models in the Energy Field 2.5 “Digital New Infrastructure” Can Improve the Risk Identification and Safety Protection Capabilities of Energy Systems, Defuse Various Security Risks, and Ensure the Safe and Reliable Operation of New Power Systems [8] 3 Related Suggestions References 3D Map Modeling Technology Based on Unmanned Vehicle Environment Perception Information 1 Introduction 2 Design Research 2.1 3D Coordinate Kinematics Model of Unmanned Vehicle 2.2 Overview of 3D Modeling Methods for Underground Space 2.3 Selection of Feature Points 3 Experimental Study 3.1 Underground Spatial Data Modeling Based on the Perception Environment of Unmanned Vehicles 3.2 Map Upload and Positioning 4 Experiment Analysis 4.1 Comparison of CPU Usage 4.2 Comparison of Map Preservation and Reuse Algorithms 5 Conclusions References Traffic Image Classification Algorithm Based on Deep-Learning 1 Introduction 2 Relevant Theory 2.1 Convolution Module 2.2 LSTM Module 2.3 GRU Module 3 Model in This Paper 4 Experiment and Analysis 4.1 Data Set 4.2 Algorithm Evaluation 4.3 Experimental Results 5 Conclusions References The Application of 3D Cable Laying in Substation Based on Genetic Algorithm 1 Introduction 2 Genetic Algorithms and Cable Laying 2.1 Genetic Algorithm (GA) 2.2 The Main Difficulties in Cable Laying Path Design 3 3D Design Modeling of Substation Cable Laying 4 Application of Genetic Algorithm in Cable Laying Path Optimization 4.1 Optimization of Cable Radiation Path Based on Genetic Algorithm 4.2 Improvement of Cable Laying Path Based on Improved Genetic Algorithm 5 Conclusion References Research on the Digital Measurement Method of Ship Flow Based on Computer Vision 1 Introduction 2 Computer Vision Technology 3 The Principle of Ship Traffic Measurement 3.1 Target Detection Algorithm 3.2 Target Tracking Algorithm 4 The Design of Digital Measurement System of Ship Flow 5 Model Training and System Testing 6 Conclusion References Development of Virtual Imaging Technology for Engineering Surveying and Mapping Based on Genetic Algorithm 1 Introduction 2 Research on Virtual Imaging Technology of Engineering Surveying and Mapping Based on Genetic Algorithm 2.1 Genetic Algorithm 2.2 Engineering Surveying and Mapping Technology 2.3 The Principle of Virtual Scene Imaging 3 Development and Research of Virtual Imaging Technology for Engineering Surveying and Mapping Based on Genetic Algorithm 3.1 Development Environment 3.2 Production of Point Marker Simulation Images 4 Analysis and Research on Virtual Imaging Technology of Engineering Surveying and Mapping Based on Genetic Algorithm 4.1 Design of Virtual Imaging Technology for Surveying and Mapping 4.2 Test Results 5 Conclusions References Path Planning Algorithm of Intelligent Unmanned Inspection Vehicle 1 Introduction 2 Research on Path Planning Algorithm of Intelligent Unmanned Inspection Vehicle 2.1 The Operation Process of the Inspection Vehicle 2.2 Body Design 2.3 Path Planning Algorithm 3 Design and Investigation of Path Planning Algorithm for Intelligent Unmanned Inspection Vehicle 3.1 Improved Genetic Algorithm Path Planning 3.2 Simulation Experiment Parameter Settings 4 Analysis and Research on Path Planning Algorithm of Intelligent Unmanned Inspection Vehicle 4.1 Sensitivity Analysis of Algorithm Parameters 4.2 Comparison with the Simulation Results of the A* Algorithm 5 Conclusions References Multiple-Processes Integratived Management System of Construction Project Based on Ant Colony Algorithm 1 Introduction 2 Research on Multiple-Processes Integrative Management System of Construction Project 2.1 Advantages of Multiple-Processes Integrative Management of Construction Project 2.2 Ant Colony Algorithm 3 Design of Multiple-Processes Integrative Management System for Construction Project Based on Ant Colony Algorithm 3.1 Architecture of Multiple-Processes Integrative Management System for Construction Projects 3.2 Project Library Management 3.3 Project Decision Management 3.4 Project Contract Management 3.5 Project Progress Management 3.6 Project Operation Stage 3.7 Application of Ant Colony Algorithm in Project Integrated Management 4 System Testing 5 Conclusions References Moving Image Processing Technology and Method Based on Neural Network Algorithm 1 Introduction 2 Related Theoretical Overview and Research 2.1 Definition of Basic Concepts of Sports (Take Aerobics as an Example) 2.2 Image Action Processing Technology Based on Neural Network 3 Experiment and Research 3.1 Experimental Method 3.2 Experimental Requirements 4 Analysis and Discussion 4.1 Action Recognition Accuracy Analysis Before and After Sports Image Data Processing 4.2 Comparative Analysis of Experimental Recognition Rates of Different Algorithms 5 Conclusions References Building Fall Safety Early Warning System Based on Directed Weighted Network 1 Introduction 2 Research on Building Fall SEWS Based on DWN 2.1 Establishment Principles of Early Warning Index System for Building Falling Safety Accidents 2.2 Construction of Building Fall SEWS Based on DWN 3 DWN 4 Application Analysis of Security Early Warning System Based on DWN 5 Conclusions References Maritime Mobile Communication System Based on Wireless Mobile Ad Hoc Network 1 Introduction 2 Realization of Maritime Mobile Communication System Based on Wireless Mobile Ad Hoc Network 2.1 Key Technologies of Ad Hoc Network 2.2 Selection of Maritime Mobile AdHoc Network Routing Protocol 2.3 The Main Program Flow Design of the System 2.4 System Modular Program Implementation 3 Simulation Experiment of Maritime Mobile Communication System Based on Wireless Mobile Ad Hoc Network 3.1 Simulation Environment 3.2 Package Delivery Rate 4 Analysis of Maritime Mobile Communication System Based on Wireless Mobile Ad Hoc Network 4.1 Performance Analysis of Simulation Results 5 Conclusions References Cryptographic Reverse Firewalls in Cyber-Physical Systems: Preliminaries and Outreach 1 Introduction 2 Previous Work 2.1 Algorithm-substitution Attacks 2.2 Divertible Protocols 3 CRFs: Definition and Evaluation 3.1 Cryptographic Protocols 3.2 CRFs: Definition and Security Properties 3.3 CRFs: Evaluation 4 CRF: Further Research 4.1 Message Transmission with Reverse Firewalls 4.2 Using Reverse Firewalls to Construct Actively Secure MPCs 5 Comparison and Discussion of Cited Papers 6 Conclusions References Information Collection System of Learning City Based on Big Data Technology 1 Introduction 2 Design of Information Collection System for LC Based on BDT 2.1 LC 2.2 Technical Characteristics of BD 2.3 Learning Urban TIC System Based on BD 2.4 Road Basic Data Acquisition 3 Urban Information Collection Model Based on BDT 4 Case Analysis of TIC in Learning Cities 5 Conclusions References A DOA Estimation Algorithm Based on Unitary Transform 1 Introduction 2 The Related Mathematical Basis 2.1 Unitary Transformation Theory 2.2 Array Signal Model 3 The Proposed Method 4 Simulation 4.1 Simulation 1: DOA Estimated by Once 4.2 Simulation 2: RMSE 4.3 Simulation 3: Probability of Resolution Versus SNR 4.4 Simulation 4: RMSE Versus Grid Interval 5 Conclusion References 3D Animation Character Simulation Technology Based on Swarm Intelligence Algorithm 1 Introduction 2 Related Algorithms and Technologies 2.1 Swarm Intelligence Optimization Algorithm 2.2 3D Animation Character Simulation Technology 3 3D Animation Character Simulation Design System Based on Particle Swarm Algorithm 4 System Implementation and Application 4.1 System Implementation 4.2 System Application 5 Conclusion References The Construction of Power Grid Operation Monitoring Platform Driven by High-Tech Information Technology 1 Introduction 2 Necessity and Demand Analysis of Power Grid Operation Monitoring Platform Construction 2.1 Necessity of Construction of Power Grid Operation Monitoring Platform 2.2 Non-Functional Requirements of Operation Monitoring System 2.3 IOWHA Algorithm 3 Design of Power Grid Operation Monitoring System 3.1 System Interface Integration Design 3.2 System Data Integration Design 3.3 Monitoring Module Design 4 Realization and Application of Power Grid Operation Monitoring System Under High-Tech Information Technology 4.1 Implementation of Web-Based Operation Monitoring System 4.2 Application of Power Grid Operation Monitoring System 5 Conclusion References Design of Tag Recommendation Algorithm in Travel APP Intelligent Guidance System 1 Introduction 2 Research on Tag Recommendation Algorithm and Travel APP Intelligent Guidance System 2.1 Mobile Application Definition 2.2 Mobile Application Improvement 2.3 Division of Travel APPs 2.4 Recommendation System and Tag Recommendation Algorithm 3 Application of Tag Recommendation Algorithm in Travel APP Intelligent Guidance System 3.1 Data Collection 3.2 Research Content 3.3 The Nearest Neighbor Algorithm Based on Label Vector 4 Satisfaction with Travel APP Intelligent Guidance System 5 Conclusions References Practice of Plant Factory Visualization System Based on Internet of Things Technology 1 Introduction 2 General Design of Plant Factory Visualization System 3 Design of Environmental Information Sensing System 3.1 Selection of Temperature and Humidity Sensor 3.2 Selection of Light Sensor 4 Design of Wireless Network Communication System 4.1 Network Design Based on NB-Iot and Zigbee Technology 4.2 The Module Design of Network Communication Software 5 Design of Environmental Parameter Control System 5.1 The Hardware System Design of Main Controller PLC 5.2 The Application Software Design of Main Controller PLC 6 Transformation of Scientific Research Achievements 7 Conclusion References Blockchain Technology Drives the Transformation and Upgrading of Audit Mode 1 Introduction 2 Blockchain Technology Drives the Transformation and Upgrading of Audit Mode 2.1 Technological Innovation 2.2 Audit Process 2.3 Risk Control 3 Conclusions References Research on Blockchain Technology Applications for Digital Currency 1 Introduction 2 The Overview of Blockchain 2.1 Definition and Attributes of Blockchain 2.2 Current Development of Blockchain 3 The Digital Currency Integrated with Blockchain Technology 3.1 Definition of Digital Currency 3.2 Current Development of Digital Currency 3.3 The Digital Currency Integrated with Blockchain Technology 4 The Benefits and Risks of Digital Currency Integrated with Blockchain Technology 4.1 Benefits of Digital Currency Integrated with Blockchain Technology 4.2 Potential Risks of Digital Currency Integrated with Blockchain Technology 5 Conclusion References Construction of Fuzzy Control Evaluation System for Regional Economy Based on VIKOR Algorithm 1 Introduction 2 Discussion on Fuzzy Control Evaluation System for Regional Economy Based on VIKOR Algorithm 2.1 Regional Economy 2.2 Fuzzy Control Evaluation 2.3 VIKOR Algorithm 3 Experimental Process of Fuzzy Control Evaluation System for Regional Economy Based on VIKOR Algorithm 3.1 Design Principles of Fuzzy Control Evaluation System 3.2 Regional Economic Fuzzy Control Evaluation System Framework 3.3 Index Test of Regional Economic Fuzzy Control Evaluation System 4 Experimental Analysis of Fuzzy Control Evaluation System for Regional Economy Based on VIKOR Algorithm 4.1 Evaluation Index Test of Regional Economic Fuzzy Control Evaluation System 5 Conclusion References Predictive Analysis of Key Performance Indicators of Distributed Database Based on Machine Learning Algorithm 1 Introduction 2 Research on Predictive Analysis of Key Performance Indicators of Distributed Database Based on Machine Learning Algorithm 2.1 Introduction to the Theory of Distributed Database 2.2 Introduction to Machine Learning 2.3 Machine Learning Classification Algorithms 3 Investigation and Research on Prediction of Key Performance Indicators of Distributed Database Based on Machine Learning Algorithm 3.1 Research Content 3.2 Boosting Tree Algorithm 4 Predictive Analysis and Research of Key Performance Indicators of Distributed Database Based on Machine Learning Algorithm 4.1 PM2.5 Forecast for the First Quarter 4.2 PM2.5 Forecast for the Second Quarter 5 Conclusions References Design of Regional Economic Information Sharing Based on Blockchain Technology 1 Introduction 2 System Framework 3 Software Design 3.1 Two Chain Storage Structures Are Used 3.2 Block Information Sharing 4 Experimental Test Stage 5 Summary References Building Structure Optimization Based on Computer Big Data 1 Introduction 2 Building Structure Optimization Based on Big Data 2.1 Demand for Big Data in the Construction Industry 2.2 Building Structure Optimization Process 3 Structural Optimization Safety Verification 3.1 PKPM Model Analysis 3.2 PKPM Modeling 4 Analysis of Experimental Results 4.1 The Axial Compression Ratio 4.2 Displacement Than 5 Conclusions References Design of Aero-engine Start-Up Fuel Control System Based on Particle Swarm Algorithm 1 Introduction 2 Research on Fuel Control System for Aero-engine Starting Based on Particle Swarm Optimization 2.1 Research Background and Significance 2.2 Fuel System 2.3 Aero-engine Control System 2.4 Particle Swarm Optimization Theory 3 Investigation and Research on Fuel Control System for Aero-engine Starting Based on Particle Swarm Optimization 3.1 Research Content 3.2 Combustion Chamber Related Algorithm 4 The Law of Steady State Fuel Control System of Aero-engine Based on Particle Swarm Algorithm 5 Conclusions References Safety Verification Technology of Urban Power Grid Under Strong Convective Weather Based on Laser Point Cloud Data 1 Introduction 2 Design Study 2.1 Current Situation and Analysis of Engineering Application 2.2 Grid Fault Data Identification Method 2.3 Point Cloud Statistical Filtering Algorithm 3 Experimental Research 3.1 Point Cloud (PC) Reduction 3.2 Lidar Function Control Module 3.3 Data Acquisition and Processing Module 4 Experimental Analysis 4.1 Point Cloud Downsampling 4.2 Comparison of the Number of PCs 5 Conclusions References Blockchain Computing Resource Allocation and Benefit Sharing Based on Artificial Intelligence Technology 1 Introduction 2 Research on Blockchain Computing Resource Allocation and Benefit Sharing Based on Artificial Intelligence Technology 2.1 Edge Computing Technology Based on Blockchain 2.2 Edge Artificial Intelligence Computing 3 Investigation and Research of Blockchain Computing Resource Allocation and Revenue Sharing Based on Artificial Intelligence Technology 3.1 Numerical Simulation 3.2 Data Preprocessing 4 Analysis and Research of Blockchain Computing Resource Allocation and Revenue Sharing Based on Artificial Intelligence Technology 4.1 Single-Edge Server Revenue Sharing Model Analysis 4.2 Simulation Analysis 5 Conclusions References Integrated Development of Smart City and Smart New Media 1 Introduction 2 Smart City and New Media 2.1 Application Principles of Smart City Concept 2.2 Smart New Media 2.3 Integration of Smart City and Smart New Media 3 Questionnaire Survey on Integration of Smart City and Smart New Media 3.1 Questionnaire Design 3.2 Questionnaire Reliability Test Results 4 Questionnaire Results 4.1 Attention to Smart Cities and Smart New Media 4.2 Recognition of Smart City and Smart New Media 5 Conclusions References Intelligent Logistics Transport Prediction of Forest Products Based on BP Neural Network Learning Algorithm 1 Introduction 2 Principal Component Analysis 2.1 PCA of Highway Freight Volume of Forest Products 3 Neural Network Analysis 3.1 Determination of the Number of Nodes in Input Layer and Output Layer 3.2 Determination of Hidden Layer Node Number 4 Support Vector Machine Regression Analysis 4.1 Parameter Setting of Support Vector Machine 4.2 Prediction Results of SVM Model 5 Conclusion References Distributed 3D Interior Design System Based on Intelligent VR Technology 1 Introduction 2 Analysis of Intelligent VRT and Distributed 3D ID System 2.1 Concept of 3D Software VRT 2.2 3D Scene Data Organization 2.3 ID Requirements Based on VRT 3 Analysis of ID System Based on Intelligent VRT 3.1 ID Process 3.2 ID Based on Intelligent VRT 4 Design and Implementation of Distributed 3D ID System Based on Intelligent VRT 4.1 Design and Implementation of Modeling System 4.2 Channel Model of Indoor Distributed Antenna System 4.3 Visual Design and 3D Virtual Walkthrough 5 Conclusions References Application of Decision Tree Mining Algorithm in Data Model Collection of Hydraulic Engineering Equipment 1 Introduction 2 Design and Exploration of the Application of Decision Tree Mining Algorithm in Water Conservancy Construction Project Equipment Management 2.1 Decision Tree Mining Algorithm 2.2 Existing Problems in Equipment Management of Water Conservancy Construction Projects, as Shown in Fig. 2 3 Explore the Application Effect of Decision Tree Mining Algorithm in Water Conservancy Construction Project Equipment Management 3.1 Pursue the Balance Between Equipment Use and Maintenance 4 Investigation and Analysis of Application of Decision Tree Mining Algorithm in Water Conservancy Construction Project Equipment Management 5 Conclusions References ArcGIS-Based Landscaping Management System 1 Introduction 2 Research on ArcGIS-Based Landscaping Management System 2.1 System Objective 2.2 Mobile GIS 2.3 Support Vector Machine Based Target Cost Measurement 3 Investigation and Study of ArcGIS-Based Landscaping Management System 3.1 ArcEngine Based Framework Design 3.2 Development Environment of the System 4 Analysis and Research of Landscape Management System Based on ArcGIS 4.1 System Function Architecture 4.2 Green Space Planning Management Process 4.3 Greening Maintenance Management Process 4.4 Greening Resources Statistical Analysis Management 5 Conclusions References Construction of English Grammatical Error Correction Algorithm Model Based on Deep Learning Technology 1 Introduction 2 Construction of Grammar EC Model Based on Deep Learning 2.1 Recurrent Neural Network 2.2 Transformer Network 2.3 EG EC Model 3 Experimental Design and Analysis 3.1 Test Set and Evaluation Index 3.2 Experimental Environment and Validation Set 4 Experimental Results and Analysis 5 Conclusions References Design of the University Management Information System Based on User Experience 1 Introduction 2 Demand Analysis Based on User Experience 2.1 Difficult in Realizing the Compatible Operation of All Grading Systems 2.2 Weak Information Processing and Analysis Functions 2.3 Missing Important Information Reminder Function 2.4 Obscure Use Effect of Management Information System 3 Design on Account of User Experience 3.1 Unify the Construction Standard of Management Information System of All Departments 3.2 Comb All Management Ways of Universities 3.3 Clarify the Responsibility of Information Release at All Levels 3.4 Customized Function Design 4 Challenges in Implementation 4.1 Inadequate Allocation of Special Funds 4.2 Accelerated Upgrading of Data Volume and Data Processing 4.3 Requirements for Continuous System Upgrading 5 Breakthrough of Implementation 5.1 Build an Independent System Development Team in Colleges and Universities 5.2 Focus on Optimizing Core Information 5.3 Focus on Cost Accounting 6 Conclusions References Design of Dynamic Monitoring System for Cold Chain Logistics Vehicles Based on Internet Digital Intelligence Technology 1 Introduction 2 The Current Situation of Internet Digital Intelligence Technology 3 Overall Design of Cold Chain Logistics Vehicle Dynamic Monitoring System 3.1 Topology Analysis Based Modeling Feature Extraction 3.2 B/S Architecture 3.3 Hardware Data Interface Design 3.4 Map Positioning Design 4 The Establishment of Cold Chain Logistics Vehicle Scheduling Model 5 System Testing 6 Conclusion References Cloud Computing Information System Security Monitoring Under Artificial Intelligence Technology 1 Introduction 2 CC IS Security Analysis 2.1 Types and Characteristics of Information in CC Environment 2.2 Information Security Problems Faced by Users 2.3 Information Security Issues Faced by CC Service Providers 2.4 Problems in Cloud Computing Platform 3 AIT 3.1 Neural Network Model 3.2 BP Neural Network Model Design 3.3 Determination of the Number of Neurons in the Hidden Layer 4 Research on SM of CC IS with AIT 4.1 System Structure and Function Module Layering 4.2 Dam Structure Management Module 4.3 Overview of Graph Elements 5 Conclusions References Optimization of Parametric Park Landscape Design Based on Grasshopper Module Platform 1 Grasshopper Parameter Analog Platform Introduction 2 Design Mode of Visualization 3 Parametric Design Process Based on the Grasshopper 3.1 Modeling of Visual Analysis 3.2 Modeling the Node-Drive Settings 3.3 Modeling Node Parameter Setting 4 Conclusions References Energy Consumption Trend Analysis Based on Energy Elastic Consumption Coefficient Method Under the Background of Carbon Dual Control 1 Introduction 2 Analysis of the Basic Situation of S City 2.1 Social Development 2.2 Energy Service Condition 2.3 Policy Constraints 3 Prediction Model Based on Elasticity Coefficient of Energy Consumption 3.1 Division of Development Stages 3.2 Parameter Setting 3.3 Model Building 3.4 Predict the Outcome 4 Conclusion References The Development and Application of the New Art Deco Style in Poster Design Under the Perspective of Artificial Intelligence 1 Introduction 2 Origin of New Art Deco 3 The Evolution of New Art Deco in Poster Design Trends 3.1 Advocating Handicraft, Resurrecting Tradition, and Delicate Style—The Period of the Pre-industrial and Arts and Crafts Movements 3.2 Emphasis on Nature, Promotion of Decoration, Eclecticism—The Period of the Art Nouveau and Art Deco Movements 3.3 Against Decoration, Emphasizing Rationality, and Doing More with Less—The Period of the Modernist and Internationalist Movements 3.4 Deco, Classical Fashion, and Human Freedom—The Period of the Post-Modernist 4 Stylistic Changes of New Art Deco in Modern Poster Design 4.1 New Wave 4.2 Hand-Drawn Style and Artistic Advertising 4.3 Localism 4.4 Changing Times 5 New Art Deco in Contemporary Poster Design 5.1 Nostalgic Style Fashion Vintage 5.2 Bionic Natural Decoration 5.3 Avant-garde Style Fashionable Decoration 5.4 Accent-style Decorative Tendencies 6 Reflections on the New Art Deco Poster Design 7 Conclusion References Product Feature Modeling Based on Graphics and Image Fusion 1 Introduction 2 Method 2.1 VRML Technology 2.2 Hybrid Technology Based on Graphics and Image Fusion 3 Experiment 3.1 Scene Loading Speed Comparison Test 3.2 Virtual Scene Information Extraction 4 Result 5 Discussion 6 Conclusion References Blockchain-Based Car Networking Data Privacy Security Assessment Model 1 Introduction 2 Blockchain-Based Car Networking Data Privacy Security Assessment Model 2.1 Internet of Vehicles 2.2 Blockchain 2.3 Cloud Computing + Blockchain Internet of Vehicles Data Security Model 3 Test of the Data Privacy Security Evaluation Model for the Internet of Vehicles 3.1 Test Purpose 3.2 Construction of the Evaluation Model 3.3 Test Indicators 4 Analysis of Test Results 4.1 Analysis of the Accuracy of the Evaluation Model 5 Conclusion References Research on Multi-modal Human–Computer Interaction Products Under the Background of Artificial Intelligence 1 Research Background and Significance 2 Research Status 3 Analysis of the Necessity of Multi-modal Information in the Development of Artificial Intelligence 4 Research on the Human–Computer Interaction Mode of Smart Products 4.1 Touch Screen Interface Control 4.2 Gesture Control 4.3 Voice Control 4.4 Other Control Methods 5 Prospects of Artificial Intelligence Multi-modal Human–Computer Interaction Products 6 Concluding Remarks References Frame Design Based on Machine Learning Sports Result Prediction 1 Introduction 2 Frame Design Based on Machine Learning Sports Result Prediction Method 2.1 Machine Learning 2.2 Prediction of Sports Results 2.3 Algorithm of Frame Design Based on Machine Learning for Sports Result Prediction 3 Experiments Based on Machine Learning Sports Result Prediction 4 Discuss 5 Conclusion References Vehicle Detection Algorithm Based on Video Image Processing in Intelligent Transportation System 1 Introduction 2 Vehicle Detection Algorithm Based on Video Image Processing in Intelligent Transportation System 2.1 Intelligent Transportation System 2.2 Video Traffic Detection Technology 2.3 Detection of Moving Targets 3 Experimental Prototype System and Result Analysis 3.1 System Software and Hardware Environment 3.2 Design of Testing Experiment 3.3 Experimental Prototype System 4 Experimental Results and Analysis 4.1 Average Experimental Accuracy of Each Optimization Method 5 Conclusion References Path Planning of Autonomous Vehicles Based on Deep Learning Technology 1 Introduction 2 Research on Simulation of Unmanned Vehicle Path Planning Based on Deep Learning Technology 2.1 Deep Learning 2.2 Unmanned Driving 2.3 Path Planning 3 Investigation and Research on Simulation of Unmanned Vehicle Path Planning Based on Deep Learning Technology 3.1 Simulation and Experiment 3.2 Datasets 3.3 Algorithm Improvement 4 Analysis and Research on Path Planning Simulation of Unmanned Vehicles Under Deep Learning Technology 4.1 NBIT* Algorithm Test 4.2 Comparison of Path Planning Before and After Improvement 5 Conclusions References