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دانلود کتاب Innovative Computing Vol 1 - Emerging Topics in Artificial Intelligence: Proceedings of IC 2023

دانلود کتاب محاسبات نوآورانه جلد 1 - موضوعات در حال ظهور در هوش مصنوعی: مجموعه مقالات IC 2023

Innovative Computing Vol 1 - Emerging Topics in Artificial Intelligence: Proceedings of IC 2023

مشخصات کتاب

Innovative Computing Vol 1 - Emerging Topics in Artificial Intelligence: Proceedings of IC 2023

ویرایش:  
نویسندگان: , ,   
سری: Lecture Notes in Electrical Engineering, 1044 
ISBN (شابک) : 9819920914, 9789819920914 
ناشر: Springer 
سال نشر: 2023 
تعداد صفحات: 1040
[1041] 
زبان: English 
فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) 
حجم فایل: 46 Mb 

قیمت کتاب (تومان) : 51,000



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در صورت تبدیل فایل کتاب Innovative Computing Vol 1 - Emerging Topics in Artificial Intelligence: Proceedings of IC 2023 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 محاسبات نوآورانه جلد 1 - موضوعات در حال ظهور در هوش مصنوعی: مجموعه مقالات IC 2023 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.


توضیحاتی در مورد کتاب محاسبات نوآورانه جلد 1 - موضوعات در حال ظهور در هوش مصنوعی: مجموعه مقالات IC 2023

این کتاب شامل مجموعه مقالات منتخب بررسی شده از ششمین کنفرانس بین المللی محاسبات نوآورانه (IC 2023) است. مطالب بر روی شبکه های ارتباطی، هوش تجاری و مدیریت دانش، هوش وب و زمینه های مرتبط با توسعه فناوری اطلاعات تمرکز دارد. این فصل ها شامل مشارکت در موضوعات مختلف مانند پایگاه های داده و داده کاوی، شبکه و ارتباطات، وب و اینترنت اشیا، سیستم های تعبیه شده، محاسبات نرم، تجزیه و تحلیل شبکه های اجتماعی، امنیت و حریم خصوصی، ارتباطات نوری، و محاسبات فراگیر/ فراگیر است. این جلد به عنوان یک مرور کلی از آخرین پیشرفت‌های فناوری اطلاعات برای کسانی که به عنوان محقق در دانشگاه و صنعت کار می‌کنند، خدمت می‌کند.


توضیحاتی درمورد کتاب به خارجی

This book comprises select peer-reviewed proceedings of the 6th International Conference on Innovative Computing (IC 2023). The contents focus on communication networks, business intelligence and knowledge management, web intelligence, and fields related to the development of information technology. The chapters include contributions on various topics such as databases and data mining, networking and communications, web and Internet of Things, embedded systems, soft computing, social network analysis, security and privacy, optical communication, and ubiquitous/pervasive computing. This volume will serve as a comprehensive overview of the latest advances in information technology for those working as researchers in both academia and industry.



فهرست مطالب

Contents
The International Workshop on Technique for Language and Literature Information Modeling (LIM 2023)
A Study on Data Mining for Type of Korean Painting Poetry
	1 Introduction
	2 Research Methods
		2.1 Data
		2.2 Data Mining Techniques
	3 Result
		3.1 Extracting and Cataloguing
		3.2 Type Classification
		3.3 Syllable Unit Segments and Statistics
		3.4 Analysis of the Meaning of Corpus
	4 Conclusion
	References
A Big Data Based Learning Model from Student Questionnaire
	1 Introduction
	2 Related Works
		2.1 Big Data
		2.2 Learning Model
	3 Data Analysis for Students’ Needs
		3.1 Survey of Students’ Requirements for Their Class
		3.2 Frequency from the Survey
		3.3 Learning Model
	4 Conclusion
	References
A Phonetic Investigation of Korean Monophthong Vowels by Vietnamese Female Speakers
	1 Introduction
	2 Methods
		2.1 Participants
		2.2 Procedure
	3 Results
		3.1 Production
		3.2 Euclidean Distance
	4 Discussion
	References
Korean Causal Connective Expressions in a Cross-Linguistic and Cultural Perspective
	1 Introduction
	2 Korean Causal Connective Expressions
	3 Data and Methodology
	4 Korean Causal Connective Expressions in a Cross-linguistic Perspective
		4.1 [+Negative] Feature in Causal Connective Expressions
		4.2 [+Uncertainty] Feature in Causal Connective Expression
		4.3 [+Plurality] Feature in Causal Connective Expression
		4.4 Additional Findings
	5 Conclusion
	References
ICIC2023
Design and Implementation of Electromagnetic Field Simulation Platform for AC Testing
	1 Introduction
	2 Boundary Value Problems to Be Solved and Their Analytical Solutions
	3 Principle of Numerical Method
	4 Experimental Design
	5 Anaysis of Experimental Results
	6 Conclusions
	References
Organizational Layout and Optimization Model of Agricultural Logistics Industry Based on Ant Colony Algorithm
	1 Introduction
	2 Design Research
		2.1 Analysis of the Cost of Rural Express Logistics Distribution
		2.2 Design Goals and Principles
		2.3 Algorithm Operation Process
	3 Experimental Study
		3.1 System Status Analysis and Parameter Setting
		3.2 Functional Module Requirements
		3.3 Non-functional Requirements
	4 Experiment Analysis
		4.1 Characteristics of Rural Express Logistics and Distribution
		4.2 Delivery Service Issues
	5 Conclusions
	References
Application of Image Recognition in Equipment Monitoring
	1 Introduction
	2 System Architecture
	3 System Key Technology
		3.1 Identification Area Determination
		3.2 Image Segmentation
		3.3 Image State Recognition
		3.4 Equipment Status Determination
	4 System Test
	5 Conclusions
	References
Stability of Marine Physics Detection Sensor Based on Artificial Intelligence Technology
	1 Introduction
	2 Stability of Marine Physical Detection Sensors Based on Artificial Intelligence Technology
		2.1 Marine Physical Detection Sensor Hardware and Functional Modules Based on Artificial Intelligence Technology
		2.2 Software Design
	3 Experimental Research Design
		3.1 Experimental Equipment and Environment
		3.2 Experimental Project
	4 Analysis of Experimental Results
		4.1 Sensor Electrode Stability
		4.2 Data Analysis of Temperature Measurement and Debugging
	5 Conclusion
	References
Optimization System of Microbial Test on Account of Genetic Algorithm
	1 Introduction
	2 Design and Exploration of Microbial Test Optimization System on Account of Genetic Algorithm
		2.1 Genetic Algorithm
		2.2 Optimization System of Microbial Test Based on Genetic Algorithm
	3 Exploring the Effect of Optimization System for Microbial Testing on Account of Genetic Algorithm
	4 Investigation and Analysis of Optimization System for Microbial Testing on Account of Genetic Algorithm
	5 Conclusions
	References
The Application of Virtual Reality Technology in Ophthalmology
	1 Introduction
	2 Overview of VR and Ophthalmology
	3 Application of VR in Ophthalmic Clinical Field
		3.1 Research in the Field of Myopia
		3.2 Research in the Field of Eye Regulation and Convergence (Divergence) Function
		3.3 Research in the Field of Strabismus
	4 The Role of Visual Rehabilitation Training in Children with Visual Impairment
		4.1 Amblyopia Treatment Based on VR
		4.2 Research on the Types of Visual Function Defects Based on VR
	5 Research on VR in Ophthalmology Teaching
	6 Conclusions
	References
Research on the Application of BIM Technology in the Whole Process Cost Management of Construction Project
	1 Introduction
	2 Hole Process Cost Management of Construction Project
		2.1 Cost Management in Each Stage
		2.2 Difficulties in the Implementation of the Whole Process Cost
	3 Bim Technology is Applied in the Whole Process Cost to Do Bim Fusion Analysis
		3.1 Investment Decision-Making Stage
		3.2 Design Stage
		3.3 Tendering and Biding Stage
		3.4 Construction Stage
		3.5 Project Acceptance Stage
	4 CASE
	5 Conclusions
	References
Modal Parameter Identification of Bridge Structure Based on Hybrid Genetic Algorithm
	1 Introduction
	2 MPI of Bridge Structure
		2.1 Bridge Structure MPI Method
		2.2 Parameter Identification During Bridge Construction
	3 Frequency Domain MPI Based on HGA
	4 MPI of Bridge Structure Based on HGA
		4.1 Finite Element Theoretical Analysis Based on ANSYS
		4.2 MPI Based on Genetic Algorithm
	5 Conclusions
	References
Overload Damage Detection Method of Motor Car Axle Based on Neural Network Algorithm
	1 Introduction
	2 Discussion on Overload Damage Detection Method of Motor Car Axle Based on Neural Network Algorithm
		2.1 Overload Measurement Method of Motor Car Axle
		2.2 Influence of Axle Overload on Motor Car
		2.3 Factors Affecting Overload of Motor Car Axle
		2.4 Neural Network Algorithm
	3 Experimental Process of Overload Damage Detection Method of Motor Car Axle Based on Neural Network Algorithm
		3.1 Process of Axle Overload Damage Detection Method Based on Neural Network Algorithm
		3.2 Test Steps for Overload Damage Detection of Motor Car Axle Based on Neural Network Algorithm
	4 Experimental Analysis of Overload Damage Detection Method of Motor Car Axle Based on Neural Network Algorithm
	5 Conclusions
	References
Ground Wire Status Object Detection Based on Cloud Application
	1 Introduction
	2 Design and Research of Ground Wire State Target Detection Based on Cloud Application
		2.1 System Design
		2.2 Analysis of Factors Affecting Metal Sheath Circulation
		2.3 Algorithm Research of Ground Wire State Target Detection Based on Cloud Application
	3 Experimental Study of Ground Wire State Target Detection Based on Cloud Application
		3.1 Self-inductive Power Supply Circuit
		3.2 Real-Time Data Monitoring System
	4 Experimental Analysis of Ground Wire State Target Detection Based on Cloud Application
		4.1 Induced Current Value of Cable Metal Sheath
		4.2 Analysis of the Influence of Load Unbalanced Current
	5 Conclusions
	References
Design of Multimedia Assisted Course Based on Immersion Japanese Teaching
	1 Introduction
	2 Related Theoretical Overview and Research
		2.1 Research on Multimedia Assisted Course Design
		2.2 Theoretical Introduction to Immersion Teaching
	3 Experiment and Research
		3.1 Experimental Method
		3.2 Experimental Requirements
	4 Analysis and Discussion
		4.1 Analysis of Multimedia Auxiliary Course Layout
		4.2 Analysis of the Use of Multimedia Auxiliary Courses
	5 Conclusions
	References
Analysis and Research of Intelligent Distribution UAV Control System Based on Optical Flow Sensor
	1 Introduction
	2 Concept and Application Examples of Distribution UAVs
		2.1 Amazon UAV Delivery Express
		2.2 Swift Ant UAV and China Post Joint
		2.3 Initial Applications in Emergency Blood Distribution
	3 Research and Analysis of Intelligent Delivery Drones Based on Optical Flow Sensors
		3.1 Optical Flow Positioning and Optical Flow Sensors
		3.2 UAS Based on Optical Flow Sensor
		3.3 Hover Correction System
		3.4 UAS Applications Based on Optical Flow Sensors
	4 Development Prospects
	References
Method of Improving Logistics Distribution Efficiency by Combining Small Multi-rotor UAV with the Visual Recognition System
	1 Introduction
	2 Brief Introduction About Advantages of Small-Multi Rotor UAV Cooperating with Visual Recognition in the Distribution Process
		2.1 Introduction of Visual Recognition Landing System Based on OpenMV
		2.2 Advantages of the Combination of UAV and Visual Recognition
	3 Several New Automatic UAV Distribution Schemes
		3.1 Star Structure Distribution Scheme
		3.2 Truck Delivery and UAV Distribution Scheme
	4 Development Trend and Prospect of Small Multiwing UAV in Distribution
		4.1 Development Trend of Small Multiwing UAV’S Distribution
		4.2 Prospects for Small Multi-rotor UAV Combined with Visual Recognition System in Delivery
	References
Prediction Model of Popular Tourist Attractions Based on Big Data Fusion Algorithm
	1 Introduction
	2 Predictive Model Establishment and Big Data Fusion Algorithm
		2.1 Construction of a Tourist Attraction Prediction Model
		2.2 Big Data Fusion Algorithm
		2.3 Grey Prediction Model
	3 Design of a Prediction System for Popular Tourist Attractions Based on Big Data Fusion Algorithm
		3.1 Design of Data Acquisition Module
		3.2 Extract the Design of Key User Modules
		3.3 Design of Tourism Information Dissemination Trend Analysis Module
	4 Experimental Analysis
		4.1 Application of Popular Attractions Prediction System
		4.2 Comparison of Prediction Accuracy
	5 Conclusion
	References
Application of Genetic Algorithm in Rail Transit Comprehensive Monitoring System
	1 Introduction
	2 Related Theoretical Overview and Research
		2.1 Genetic Algorithm and Related Research
		2.2 Rail Transit Integrated Monitoring System and Related Research
		2.3 Application of Genetic Algorithm in Rail Transit Train Control Strategy.
	3 Experiment and Research
		3.1 Experimental Background
		3.2 Experimental Environment
		3.3 Experimental Process
	4 Analysis and Discussion
	5 Conclusion
	References
Construction of Inland VHF Communication System Based on Opposite-Reason Model
	1 Introduction
	2 Analysis of Influencing Factors
		2.1 Topographic Factors
		2.2 Background Noise
		2.3 Navigation Facilities
		2.4 Antenna Installation
		2.5 Other Factors
	3 Construction of Inland River VHF System Based on Opposite-Reason Model
		3.1 Classical Reason Model
		3.2 Classical Reason Model
		3.3 Inland River VHF system based on Opposite-Reason Model
	4 Analysis of Construction Effectiveness
		4.1 Meet the Safety Supervision on Inland Water
		4.2 Improve Emergency Response Capacity
		4.3 Adapt to Maritime Law Enforcement Mode
		4.4 Improve Information Services
	5 Conclusion
	References
Intelligent On-Line Monitoring System of General Electrical Equipment Based on Remote Communication
	1 Introduction
	2 Intelligent On-Line Monitoring System for Telecommunication General Electrical Equipment
		2.1 Functional Requirements of Intelligent Online Monitoring System
		2.2 Hardware Structure of Monitoring Terminal
		2.3 Design and Implementation of Database Server
	3 Remote On-Line Condition Monitoring Algorithm for Communication Tower
	4 Experimental Test and Analysis
		4.1 Throughput Measurement
		4.2 Time Delay Measurement
	5 Conclusions
	References
Sports Video Moving Target Detection and Tracking Based on Particle Filter and Related Algorithms
	1 Introduction
	2 Research on Sports Video Moving Target Detection and Tracking Based on Particle Filter and Related Algorithms
		2.1 Commonly Used Moving Target Detection Algorithms
		2.2 Particle Filtering
		2.3 Particle Filter Algorithm Based on SIFT Feature and Template Update
	3 Investigation and Research on Sports Video Moving Target Detection and Tracking Based on Particle Filter and Related Algorithms
		3.1 Experimental Setup
		3.2 Improvement of Particle Filter Algorithm Based on SIFT Feature and Template Update
	4 Analysis and Research of Sports Video Moving Target Detection and Tracking Based on Particle Filter and Related Algorithms
		4.1 Sports Video Moving Target Detection and Tracking Results
		4.2 Algorithm Comparison
	References
Visual Reconstruction Design Based on Image Technology Emotion
	1 Overview of Digital Image Technology
	2 Visual Transformation and Segmentation of Digital Images
	3 Visual Reconstruction Analysis of Digital Images
	4 Visual Design of Digital Image Based on Content Emotion
	5 Conclusion and Outlook
	References
System of Cross-Border E-commerce Network Pattern Evolution on Account of Bayes-BP Algorithm
	1 Introduction
	2 Design and Exploration of Cross-Border E-commerce Network Pattern Evolution Analysis System on Account of Bayes-BP Algorithm
		2.1 The Bayes - BP Algorithm
		2.2 Analysis System of Cross-Border E-commerce Network Pattern Evolution Based on Bayes-BP Algorithm
	3 Research on the Effect of Cross-Border E-commerce Network Pattern Evolution Analysis System on Account of Bayes-BP Algorithm
		3.1 System Module Structure
	4 Investigation and Research Analysis of Cross-Border E-commerce Network Pattern Evolution Analysis System on Account of Bayes-BP Algorithm
	5 Conclusions
	References
Construction of Internet Financial Risk Early Warning Model Based on Data Mining Algorithm
	1 Introduction
	2 Internet Finance Concept
	3 Preprocessing of Platform Data
	4 Application of Big Data Algorithm in Financial Industry
	5 Construction of Risk Early Warning Model
	6 Conclusions
	References
Research on an Intelligent Logistics Blockchain Consensus Algorithm
	1 Introduction
	2 Definition of Consensus Algorithm
	3 Intelligent Blockchain Technology
	4 Logistics Transaction Process and Model
	5 Design of Intelligent Logistics Blockchain Consensus Algorithm Model
	6 Conclusions
	References
Improved ID3 Algorithm in Sports Tourism Service System
	1 Introduction
	2 Research on Application of Improved ID3 Algorithm in Sports Tourism Service System
		2.1 Data Mining
		2.2 Sports Tourism Service System
	3 Investigation and Research on Application of Improved ID3 Algorithm in Sports Tourism Service System
		3.1 BAID3 Algorithm
		3.2 Example Application of Sports Tourism Service Algorithm
	4 Analysis and Research on Application of Improved ID3 Algorithm in Sports Tourism Service System
		4.1 Algorithm Application Process
		4.2 Algorithm Comparison
	5 Conclusions
	References
Design of Public Sports Service System in the Era of 5G + Artificial Intelligence
	1 Introduction
	2 Research on the Design of Public Sports Service System in the Era of 5G + Artificial Intelligence
		2.1 5G Technology
		2.2 Artificial Intelligence
		2.3 Sports Public Service
		2.4 Analysis of System Business Requirements
		2.5 Cloud Computing Technology
	3 Investigation and Research on the Design of Public Sports Service System in the Era of 5G + Artificial Intelligence
		3.1 Architecture of Public Sports Service System
		3.2 System Data Statistical Model
	4 Analysis and Research on the Design of Public Sports Service System in the Era of 5G + Artificial Intelligence
		4.1 System Function Module Design
		4.2 Implementation of System Data Statistics Module
	5 Conclusions
	References
Automatic Design System of Product Shape Based on Intelligent Algorithm
	1 Introduction
	2 Aesthetic Features of Product Design
	3 Development Significance of Product Appearance Design System
		3.1 Research Background of Product Design Process
		3.2 Elements and Features of Automatic Product Appearance Design System
	4 Ways to Implement Intelligent Algorithms
		4.1 Description Transformation of Designer Knowledge
		4.2 Determination of Design Parameters
		4.3 Automatic Design System for Optimizing Product Shape
	5 Conclusions
	References
Sports Video Tracking Technology Based on Optimized Decision Tree Algorithm(DTA)
	1 Introduction
	2 Research on Optimal DTA in Sports VTT
		2.1 Motion VTT
		2.2 Analysis of Mean Shift Tracking Algorithm under Occlusion
		2.3 Optimization of DTA
	3 Optimal DTA
	4 Experimental Test and Analysis
	5 Conclusions
	References
Entrepreneurship Platform Under Virtual Reality Technology (VRT)
	1 Introduction
	2 Application of VRT in Entrepreneurship Platform
		2.1 VRT and its Characteristics
		2.2 Subsystem Design of Entrepreneurship Platform
		2.3 Application of VRT in Entrepreneurship Platform
	3 Index Evaluation of Virtual Technology Applied to Entrepreneurship Platform
	4 Experimental Test and Analysis
	5 Conclusions
	References
A Model of Diversified Fiscal and Taxation System Based on Computer Network Technology
	1 Introduction
	2 Research on the Model of Diversified Fiscal and Taxation System Based on Computer Network Technology
		2.1 Design Requirements for Diversified Fiscal and Taxation Systems
		2.2 Overall Framework
		2.3 COMMAND Mode
		2.4 XML
	3 Investigation and Research on Diversified Fiscal and Taxation System Model Based on Computer Network Technology
		3.1 Use Case Model
		3.2 File Transfer
		3.3 Algorithm Description
		3.4 Test Plan
	4 Investigation and Analysis of Diversified Fiscal and Taxation System Model Based on Computer Network Technology
		4.1 Functional Structure Design
		4.2 System Test Results and Analysis
	5 Conclusions
	References
Research on Smart City Development and Construction Driven by Big Data Technology
	1 Preface
	2 Related Concepts
		2.1 Smart City
		2.2 The Technology of Big Data
	3 Problems and Deficiencies in the Building of Smart Cities
		3.1 Information Islands
		3.2 Information Security of Data
	4 Development and Building of Smart City Driven by Big Data Technology
		4.1 Smart City Management Platform Driven by Big Data Technology
		4.2 Smart City Management Platform Architecture Based on Big Data
	5 Conclusions
	References
Discipline Inspection and Supervision Big Data Information Query Platform Based on Distributed Computing
	1 Introduction
	2 DIAS Based on DC
		2.1 DC
		2.2 Demand Analysis of BD Information Query System of DIAS Bureau
	3 General Framework of DIAS BD Information Query System based on DC
		3.1 Project Overview
		3.2 Architecture Compliance
		3.3 Technical Architecture Design
	4 Business Description
		4.1 Business Objectives
		4.2 Management Mode
	5 Conclusions
	References
Digital Audit Platform Based on Visual Data Analysis
	1 Introduction
	2 Design Research
		2.1 Digital Audit Platform
		2.2 Reasons for Building
		2.3 Business Objectives
		2.4 Implementation of BP Neural Network
	3 Experimental Study
		3.1 Highlights of Digital Audit Platform Construction
		3.2 Overall Architecture of the Digital Audit Platform
	4 Experiment Analysis
		4.1 Capacity Planning
		4.2 The Future Construction Direction of the Digital Audit Platform
	5 Conclusions
	References
The Division of Labor and Matching System of Teaching Reform Model Based on Multi-objective Classification Algorithm
	1 Introduction
	2 Related Concepts
		2.1 Difficulties in Solving Multi-objective Optimization Problems (OM)
		2.2 TMl
		2.3 Problems Existing in the Current TM
	3 System Design
		3.1 System Design Goals
		3.2 Evaluation Indicators for Multi-objective OMs
	4 System Implementation
		4.1 Analysis of the Implementation Effect of the Teaching Reform Model
		4.2 Students’ Participation in Teaching Reform Model
		4.3 Countermeasures and Suggestions
	5 Conclusions
	References
Domestic AI Chip Based on Internet of Things Technology and Artificial Intelligence Algorithm in Power Grid Infrastructure Construction
	1 Introduction
	2 Research on the Application of Domestic AI Chips Based on Internet of Things Technology and Artificial Intelligence Algorithms in Power Grid Infrastructure Construction
		2.1 Key Technologies of IoT Tag Chips
		2.2 Localized Chips
		2.3 The Overall Technical Framework Design of the Application of RFID Technology in Power Grid Construction Management
	3 Investigation and Research on the Application of Domestic AI Chips in Power Grid Infrastructure Construction Based on Internet of Things Technology and Artificial Intelligence Algorithms
		3.1 System Development Platform
		3.2 Security Unit
	4 Analysis and Research on the Application of Domestic AI Chips Based on Internet of Things Technology and Artificial Intelligence Algorithms in Power Grid Infrastructure Construction
		4.1 FPGA Implementation of Security Chip
		4.2 Application of Power Grid Infrastructure Construction Management System
	5 Conclusions
	References
Data Compression Algorithm of Power System
	1 Introduction
	2 Data Compression Algorithm and Algorithm-Related Performance Evaluation Indicators
		2.1 Common Data Compression Algorithms
		2.2 Compression Performance Evaluation Index
	3 Power Data Processing System
	4 Simulation Analysis of Power System Data Compression Algorithm
		4.1 Experimental Simulation of Huffman Compression Algorithm
		4.2 Experiment Simulation of Dictionary-Based Compression Algorithm
	5 Conclusions
	References
Bank Credit Risk Prediction Based on MCDM and CNN
	1 Introduction
	2 Research on Bank Credit Risk Prediction Based on MCDM and CNN
		2.1 Convolutional Neural Networks
		2.2 CNN and XGBoost Combined Algorithm Model
		2.3 MCDM Method
	3 Investigation and Research on Bank Credit Risk Prediction Based on MCDM and CNN
		3.1 Acquisition of Data
		3.2 Feature Selection
	4 Analysis and Research on Bank Credit Risk Prediction Based on MCDM and CNN
		4.1 Multi-space and Multi-criteria Model Comprehensive Evaluation Framework
		4.2 Application Analysis
	5 Conclusions
	References
Application of NC Machining Technology in Aircraft Manufacturing
	1 Introduction
	2 Influence of NC Machining Technology on the Application of Aircraft Manufacturing
		2.1 Impact on Standard Tooling
		2.2 Influence on Die Line Template
	3 NC Machining of Typical Parts
	4 Application of NC Machining Technology in Aircraft Manufacturing
		4.1 Beam
		4.2 Partition
		4.3 Frame
		4.4 Joint
	5 Epilogue
	References
Barriers of Mathematical Language Representation of College Students Based on Data Mining
	1 Introduction
	2 Model Preparation
	3 Model Application
		3.1 Data Collection
		3.2 Model Building
		3.3 Analysis of Resolution
	4 Conclusion
	References
Mathematical Model (MM) and Signal Processing (SP) in Computer Simulation (CS) on Account of Improved Genetic Algorithm (IGA)
	1 Introduction
	2 Regrabbling on the Design of MM and SP in CS on Account of IGA
		2.1 IGA
		2.2 MM and SP in CS on Account of IGA
	3 Regrabbling on MM and SP Effect in CS on Account of IGA
	4 Investigation and Analysis of MM and SP in CS on Account of IGA
	5 Conclusions
	References
English Translation Intelligent Recognition Model Based on Reverse Maximum Matching Segmentation Algorithm
	1 Introduction
	2 Translation Model Based on Reverse Maximum Matching Algorithm
		2.1 Reverse Maximum Matching Segmentation Algorithm
		2.2 English Translation Intelligence Model
	3 Translation Model Word Segmentation Experiment
		3.1 Experimental Data
		3.2 Evaluation Index
	4 Analysis of Word Segmentation Results
		4.1 PKU Test Set
		4.2 MSR Test Set
	5 Conclusions
	References
A New Retraceable Clustering Algorithm
	1 Introduction
	2 Related Work
	3 New Retraceable Hierarchical Clustering Algorithm
		3.1 Splitting Strategy Based on Statistical Sample Distribution
		3.2 Merging Strategy with Additional Marker Detection
	4 Algorithm Analysis and Experiments
	5 Conclusions
	References
Digital Transformation of the Smart Home Industry
	1 Introduction
		1.1 Background of Research
		1.2 Problems in the Digital Transformation of Smart Home
		1.3 Research Program
	2 Research Content
		2.1 Improving the Digital Ecosystem and Enterprise Structure
		2.2 Standardization of Platforms
		2.3 Boost the Development of Smart Cities
	3 Conclusions
	References
Identity Authentication Method of IoT Equipment Based on Alliance Chain
	1 Introduction
	2 Related Work
	3 The Specific Method of Identity Authentication
	4 Experiment and Evaluation
		4.1 Time for 4 Devices to Generate Blocks
		4.2 The Speed at Which 4 Devices Generate Wallets
		4.3 Analysis of Identity Authentication Results
	5 Conclusions
	References
Financial Accounting Risk and Prevention System Construction Analysis Based on Fuzzy Influence Diagram Evaluation Algorithm
	1 Introduction
	2 Research on FAR
		2.1 Characteristics of AR
		2.2 Classification of ARs
	3 Evaluation Algorithm of FID
		3.1 Relevant Concepts of FID
		3.2 Relevant Definitions and Transformation Principles of FID
		3.3 Structure of FID
		3.4 Evaluation of Fuzzy Influence Map
	4 Analysis of FAR and Prevention System Construction Based on FID Evaluation Algorithm
		4.1 Prevention and Management of FARs
		4.2 Construction of FAR Prevention System
	5 Conclusions
	References
Development of Rural Labor Resource Optimization Platform Based on Spring Boot Technology
	1 Introduction
		1.1 Domestic Research Status
		1.2 Foreign Research Status
	2 Significance and Objectives of the Development of Rural Labor Resource Optimization Platform
		2.1 Development Significance
		2.2 Development Objectives
	3 System Development Technology
		3.1 System Architecture
		3.2 Database Selection
		3.3 SpringBoot Framework
		3.4 B/S Architecture
	4 Design of Optimization Platform for Rural Labor Resources
		4.1 Overall System Function Design
		4.2 Database Relation Tables
		4.3 Setting System Functions
	5 Conclusions
	References
Research on Performance Enhancement of Parallel Computing in Intelligent Proofreading System
	1 Introduction
	2 Development of Intelligent Proofreading System
	3 Analysis of the Current Intelligent Checking and Rectifying System
		3.1 Current Status of Intelligent Checking and Rectifying System
		3.2 Problems Existing in the Current Intelligent Checking and Checking System
	4 Optimization of Intelligent Checking and Checking System by Parallel Computing
	5 Conclusions
	References
Ethical Reflections on Artificial Intelligence: Practical Dilemmas and Mitigation Strategies
	1 Introduction
	2 The Ethical Dilemma of Artificial Intelligence
		2.1 The Ethical Dilemma of Attribution of Responsibility
		2.2 Ethical Dilemmas of Fairness and Justice
		2.3 Ethical Dilemmas to Privacy Security
	3 The Root Cause of the Ethical Dilemma of Artificial Intelligence
		3.1 Objective Root Causes
		3.2 Subjective Root Causes
		3.3 Social Background
	4 Strategies for Solving Artificial Intelligence Dilemmas
		4.1 Follow the Trend of Sharing and Openness Contained in Artificial Intelligence Itself
		4.2 The Principle of People-Oriented Should Be Adhered to for the Benefit of Mankind
		4.3 The Development Principle of Human-Machine Integration Ensures that Humans and Machines Evolve Together
	5 Summary
	References
Analysis of the Direction of Library Development in the Future Based on Knowledge Graph Analysis
	1 Introduction
	2 Data Sources and Research Methods
		2.1 Data Sources
		2.2 Research Methodology
	3 Knowledge Graph Analysis
	4 Questionnaire Survey on Senior Reader Services in Public Libraries
		4.1 Confidence Analysis
		4.2 Validity Analysis
		4.3 Regression Analysis
	5 Conclusions
	6 Conclusions
	References
Integrated Energy Service Business Applicability Based on MRW Model
	1 Introduction
	2 MRW Model
	3 Model Validation and Testing
		3.1 Staionary Test
		3.2 Model Specification
	4 System Architecture of Integrated Energy Service Business Model
	5 Conclusions
	References
Application of Internet of Things and Virtual Reality Technology in the Intelligent Reconstruction of Old Residential Quarters
	1 Introduction
	2 Old Community Transformation Status and Existing Problem in Shenyang City
		2.1 Overview of Old Community Transformation
		2.2 Transformation Methods and Content
		2.3 Problems in the Transformation
	3 Realization of IoT and VR Technology
		3.1 Application of IoT and VR in Terrain Route Planning of Old Community
		3.2 Application of IoT and VR in Old Community Scenes and Facilities Layout
		3.3 Application of IoT and VR in Mechanism Linkage Optimization
	4 Conclusions
	References
Construction of English Teaching Multimedia Resource Library Based on Cloud Computing Technology
	1 Introduction
	2 Cloud Computing Core Technology
		2.1 Distributed Computing
		2.2 Internet Technology
		2.3 Resource Management
	3 Cloud Computing Technology Architecture
	4 Upload File Process of HDFS
	5 Structure of Multimedia Resource Library for English Teaching
	6 Conclusions
	References
Design and Application of Japanese MOOC Teaching Resources System Based on User Collaborative Filtering Recommendation Algorithm
	1 Introduction
	2 Mathematical Model Based on User Collaborative Filtering Recommendation Algorithm
		2.1 Build User Rating Matrix
		2.2 Find Users with Similar Interests
		2.3 Calculate User Scoring Bias
		2.4 Assign Score to Non Scored Resources
		2.5 Generate Final Recommendation Results
	3 Functional Requirement Analysis of MOOC Teaching Resources System for Japanese Major
		3.1 Students User Functional Demand Analysis
		3.2 Teacher User Functional Demand Analysis
		3.3 System Administrator Functional Demand Analysis
	4 Conclusions
	References
A Study of Teaching Resource Retrieval System Based on Semantic Web
	1 Introduction
	2 Concept of Semantic Web
		2.1 Architecture of the Semantic Web
		2.2 Core Technology of Semantic Web
		2.3 Ontology and Its Description Language
	3 Functions and Contents of the Teaching Resource Library
		3.1 Functions of the Network Teaching Resource Library
		3.2 Main Contents of Network Education Resource Database Construction
	4 Research on Related Technologies of Teaching Resource System Under Semantic Web Architecture
		4.1 Educational Resource Library Architecture
		4.2 Organization of Teaching Resources and Meta Data Representation
		4.3 Analysis of Knowledge Base Teaching Resources Construction
	5 Epilogue
	References
Construction of Indoor Space Atmosphere by UVLED Light Source Design
	1 Introduction
		1.1 Research Background
		1.2 Concept of UVLED Light Source
	2 Project Summary
	3 Analysis of the Elements of UVLED Light Source Design
		3.1 Calculating Illumination Requirements
		3.2 Perform Lighting Planning
		3.3 Enhances Indoor Ambiance
	4 UVLED Light Source Design in the Specific Application of Indoor Space Atmosphere
		4.1 Video and Audio Scenes Create a Romantic Atmosphere
		4.2 Resting Space to Create a Tranquil Atmosphere
		4.3 Dining Space to Create a Warm Atmosphere
		4.4 Living Room to Create a Welcoming Atmosphere
	5 Conclusions
	References
Seismic Stability Assessment of Civil Building Projects Based on BIM Technology
	1 Introduction
	2 Design Studies
		2.1 Characteristics of BIM
		2.2 Feasibility Analysis
		2.3 AHP Method to Determine Indicator Weights
	3 Experimental Research
		3.1 Principles for the Selection of Comprehensive Evaluation Indicators
		3.2 Process for Evaluating the Seismic Capacity of Masonry Houses
	4 Experimental Analysis
		4.1 Determination of Weights of Evaluation System Indicators
		4.2 Weighting Values for System Level Indicators
	5 Conclusions
	References
Design and Implementation of Virtual Simulation Teaching Platform of Sports Action Technology Based on Maya
	1 Introduction
	2 Research Purpose and Significance
	3 The Necessity of Applying Virtual Simulation to Physical Education Course Teaching
	4 Research Content and Scheme
	5 The Core Code
	6 Key Technologies
		6.1 Motion Capture Notion
	7 Digital Modeling Maya
	8 Conclusions
	References
Industrial Economy and Regional Growth Strategy Based on Particle Swarm Optimization Algorithm
	1 Introduction
	2 Discussion on Industrial Economy and Regional Growth Strategy Based on PSO
		2.1 Regional Growth of Industrial Economy
		2.2 Importance of Regional Growth of Industrial Economy
		2.3 PSO Algorithm
	3 Experimental Process of Industrial Economy and Regional Growth Strategy Based on PSO Algorithm
		3.1 Industrial Economy and Regional Growth Strategy Based on PSO Algorithm
		3.2 Test of Industrial Economy and Regional Growth Strategy Based on PSO Algorithm
	4 Experimental Analysis of Industrial Economy and Regional Growth Strategy Based on PSO Algorithm
		4.1 Test and Analysis of Industrial Economy and Regional Growth Strategy Based on PSO Algorithm
	5 Conclusions
	References
Design and Implementation of Online Adaptive Teaching System Based on Data Clustering Algorithm
	1 Introduction
	2 Structure Analysis of Clustering Algorithm
		2.1 Sequence of Behavior
		2.2 Markov Chain
		2.3 Inverse Similarity Matrix
	3 k-Means Clustering Algorithm
	4 Implementation Method
	5 Conclusions
	References
Design and Implementation of Online Teaching System Based on J2EE
	1 Introduction
		1.1 Abundant Teaching Resources
	2 Analytical Modeling Tool
		2.1 BPMN Business Process Modeling
		2.2 UML Unified Modeling Language
	3 J2EE Development Technology
		3.1 SSH Framework Technology
		3.2 Struts2 Framework
		3.3 Spring Framework
		3.4 Hibernate Framework
	4 Cloud Computing Technology Application
		4.1 Multi-service System Heterogeneity Support
		4.2 Dynamic Scalability Support for Resources
		4.3 On-demand Billing Support
	5 Conclusions
	References
Design and Implementation of Classroom Teaching Line Analysis Platform Based on Pose Recognition Algorithm (MCG-CPR)
	1 Introduction
	2 Analysis of Classroom Teaching Behavior Based on Video
	3 Face Recognition Algorithm
	4 Real-Time Video Streaming Protocol
	5 Multi-feature Classroom Behavior Posture Classification Based on Attention Mechanism
	6 Teaching Behavior Analysis Model Based on Double Video Streams
	7 Conclusions
	References
Double Attention Mechanism Text Detection and Recognition Based on Neural Network Algorithm
	1 Introduction
	2 Double Attention Mechanism Text Detection and Recognition Based on Neural Network Algorithm
		2.1 Artificial Neural Network
		2.2 Text Recognition and Detection in Images
		2.3 Candidate Text Box Generation and Text Detection Based on Full Convolution Neural Network
		2.4 Semantic Similarity Detection
	3 Detection and Recognition System Design Experiment
		3.1 Experimental Environment
		3.2 Datasets
		3.3 Evaluation Indicators
		3.4 Experimental Design
	4 Analysis of Experimental Results
		4.1 Accuracy, Precision, Recall Rate and F Value in Training
		4.2 Analysis of Model Results
	5 Conclusions
	References
A Text Detection and Recognition System Based on Dual-Attention Mechanism with Artificial Intelligence Technology
	1 Introduction
	2 Research on TD and RS with AIT
		2.1 Overview of Text Location Methods
		2.2 Generating Candidate Text Areas
		2.3 Research on Key Points of Text Extraction and Recognition
		2.4 Threshold Segmentation
	3 TD and RS Based on Double Attention Mechanism
		3.1 Attention Mechanism
		3.2 TD and RS Based on Double Attention Mechanism
		3.3 Text Character Pre-processing
	4 A TD and RS Based on Dual Attention Mechanism with AIT
		4.1 Experimental Analysis
		4.2 Selection of the SVM Training Sample Set and the Training Process
		4.3 Algorithm Verification and Result Analysis
	5 Conclusions
	References
Data Transmission and Isolation Method for Power Bus Communication
	1 Introduction
	2 Power Monitoring Transmission System Based on CAN Bus
	3 Power Line Communication System
	4 Power Line Communication Terminal
	5 Conclusions
	References
Configuration Method of Safety Link of Electric Power Communication Network
	1 Introduction
	2 Process of Resource Allocation Method
	3 Structure of Resource Allocation System
	4 Timing of Communication Link Establishment Method
	5 Structure of Processor Hardware
	6 Conclusions
	References
Method for Locating Communication Device Faults
	1 Introduction
	2 Communication Network Fault Location Process
	3 Structure of Communication Equipment Fault Location System
	4 Conclusions
	References
Digital Twin Simulation System for Computer Room Equipment
	1 Introduction
	2 Digital Contracture Simulation System
	3 Structure of Expansion Device
	4 Anti Misoperation System of Digital Nusheng Substation
	5 Conclusions
	References
Fault Detection Methods for Communication Equipment
	1 Introduction
	2 Existing Fault Detection System
	3 Two Kinds of Communication Equipment Fault Detection Systems
	4 Detection Method
	5 Conclusions
	References
Design and Implementation of Teaching Assistant System Based on Intelligent Recommendation Algorithm
	1 Introduction
	2 Knowledge Tracking Model
	3 Classroom Intelligent Recommendation Algorithm
	4 Bayesian Knowledge Tracking Model
	5 Platform Based on Reinforcement Learning Algorithms
	6 Design of Knowledge Tracking Model
	7 Conclusions
	References
Construction of User Profile for Teaching Archive Knowledge Service Domain
	1 Introduction
	2 User Profiling Related Technologies
		2.1 The Basic Meaning of User Profiling
		2.2 Algorithm Design for Constructing User Profiles Based on K-means Clustering
	3 Construction of a User Profile for Teaching Profiles
		3.1 Data Collection
		3.2 Data Pre-processing
		3.3 Building User Profiles Based on K-means Clustering
	4 Knowledge Services for Teaching and Learning Archives Based on User Profiling
		4.1 Data Collection Layer: Acquisition User Data
		4.2 Needs Analysis Layer: Exploring User Needs
		4.3 Data Processing Layer: Building a User Profile
		4.4 Recommendation Service Layer: Realizing Knowledge Services
	5 Conclusions
	References
Artificial Intelligence Technology in Computer Network Security
	1 Introduction
	2 Research on the Application of Artificial Intelligence Technology in Computer Network Security
		2.1 AI in Network Security
		2.2 Intrusion Detection and Defense Techniques
		2.3 Improvement of BP Algorithm
	3 A Systematic Study on the Application of AI in Computer Network Security
		3.1 System Framework
		3.2 Neural Network Module
	4 Network Security Deployment of Cloud Data Center
	5 Conclusions
	References
Dynamic Capacity Expansion System and Control Method for User-Side Power
	1 Introduction
	2 System Structure
	3 Energy Flow Direction of Dynamic Capacity Increasing System
	4 Control Method of Dynamic Capacity Increasing System
	5 Conclusions
	References
Secure and Non-secure Data Processing of Power Bus Communication
	1 Introduction
	2 Bus Structure for Safe and Non Safe Data Transmission
	3 Overall Framework of Data Transmission and Isolation
	4 Data Sharing and Data Transmission
	5 Conclusions
	References
Dynamic Monitoring Method for Power Big Data Quality
	1 Introduction
	2 Implementation Environment of Data Quality Monitoring Methods
	3 Process of Instruction Classification Execution
	4 Real time Monitoring Method of Power Big Data Quality
	5 Conclusions
	References
Detection of Load Loss of Large Capacity Transformer
	1 Introduction
	2 Principle of Live Detection System
	3 Detection Process
	4 Detection of Abnormal Loss
	5 Conclusions
	References
Intelligent Power Measurement System
	1 Introduction
	2 Configuration of Intelligent System
	3 System Structure
	4 Circuit Principle
	5 Measurement Method
	6 Conclusions
	References
Routing Algorithm for Connected Vehicles Based on Bus Route Information
	1 Introduction
	2 Related Work
	3 Routing Algorithm Based on Bus Route Information
		3.1 Network Model
		3.2 Algorithm Description
	4 Simulation Analysis
	5 Conclusions
	References
Processing Method of Computer Data
	1 Introduction
	2 Data Processing
	3 Data Processing Device
	4 Computer System
	5 Conclusions
	References
Storage System of Computer Data
	1 Introduction
	2 Process of Data Storage Method
	3 Hardware Structure of Data Storage
	4 Transfer Level of Data Storage Mode
	5 Conclusions
	References
Design of Human-Computer Interaction Experience Platform in Virtual Space Under Scientific Information Technology
	1 Introduction
		1.1 Concept of the VR System
		1.2 Historical Evolution of VR Technology
		1.3 Present Situation of VR Technology
		1.4 Characteristics of the VR Technique
	2 Link Between VR Technology and Interior Design
		2.1 Key Points of VR Technology in Interior Design
		2.2 Phase of VR Technology in Interior Design
		2.3 Comparison and Analysis of Various Factors in the Design
	3 Development Trend of VR Technology
		3.1 The Integration of Various New Technologies
		3.2 Common Development of Technology and Art
		3.3 Pay More Attention to the “Humanized” Design
	4 Conclusions
	References
Design of Intelligent Color Matching System for Cultural and Creative Products Based on Data Analysis Algorithm
	1 Introduction
	2 Research Status of Data Analysis Algorithms
		2.1 Various Forms of Data Analysis
		2.2 Advantages of Data Analysis Algorithms
	3 The Importance of Intelligent Color Matching of Cultural and Creative Products
	4 Design Process of Intelligent Color Matching System for Cultural and Creative Products
	5 Conclusion
	References
Design of an Intelligent Educational Virtual Classroom Platform Based on the Mobile Terminal APP of the Internet of Things
	1 Introduction
	2 Research on the Design Method of Virtual Classroom Platform
		2.1 Teaching Platform Requirements
		2.2 Design of the Virtualization Platform of Distance Education
		2.3 System Detailed Design
		2.4 The Quality Evaluation Algorithm of Teaching Platform
	3 Experimental Research on the Design Method of Virtual Classroom Platform
		3.1 Platform Performance Test Analysis
		3.2 Experimental Method
	4 Experimental Research and Analysis of Virtual Classroom Platform Design Methods
		4.1 System Test Analysis
		4.2 Response Time Test Analysis of the Course On-Demand Page
	5 Conclusions
	References
Design and Development of English Autonomous Learning Database Framework Based on Artificial Intelligence Algorithm
	1 Introduction
	2 Discussion on the Design of English Autonomous Learning Database Framework Based on Artificial Intelligence Algorithm
		2.1 Independent English Learning
		2.2 Artificial Intelligence Algorithm
		2.3 The Effect of Database Construction on Independent English Learning
	3 Experimental Design of English Autonomous Learning Database Framework Based on Artificial Intelligence Algorithm
		3.1 Design of Independent English Learning Database Framework
		3.2 Running Test of English Autonomous Learning Database
	4 Experimental Analysis of the Design of English Autonomous Learning Database Framework Based on Artificial Intelligence Algorithm
	5 Conclusion
	References
Devise and Application of Intelligent Guidance System in Exhibition Space
	1 Overview
	2 Characteristics and Current Situation Analysis of Guidance System in Exhibition Space
		2.1 Characteristics of Exhibition Space
		2.2 Current Situation Analysis of Guidance System in Exhibition Space
	3 Characteristics of Intelligent Guidance System in Exhibition Space
		3.1 Scientific Orientation
		3.2 Clear Hierarchy
		3.3 Unique Identifiability
		3.4 Uniformity
		3.5 Generality
	4 Design of Intelligent Guidance System for Public Exhibition Space
		4.1 Design Objectives
		4.2 Design Principles
		4.3 Design Strategy
	5 Conclusion
	References
Configuration of Crop Supply Chain Based on Gale-Shapley Algorithm
	1 Introduction
	2 Crop Supply Chain Configuration Based on Gale-Shapley Algorithm
		2.1 Gale-Shapley Algorithm
		2.2 Systematic Analysis of Supply Chain Competition
		2.3 Collaboration Between Crops and Supply Chain
		2.4 Supply Chain Performance
	3 Investigation on the Configuration of Crop Supply Chain
		3.1 Purpose of the Investigation
		3.2 Investigation Method
		3.3 Investigation Process
	4 Analysis of Questionnaire Results
	5 Conclusions
	References
Application of Particle Swarm Optimization in BIM Building Modeling
	1 Introduction
	2 Design and Exploration of the Application Research of Particle Swarm Optimization in BIM Building Modeling
		2.1 Particle Swarm Optimization
		2.2 Research on the Application of Particle Swarm Optimization in BIM Building Modeling
	3 Research on the Application Effect of Particle Swarm Optimization in BIM Building Modeling
		3.1 The Advantages of BIM
	4 Investigation and Research Analysis of the Application of Particle Swarm Optimization in BIM Building Modeling
	5 Conclusions
	References
Intelligent Prediction Model of Agricultural Environment Based on Intelligent Algorithm
	1 Establishment and Determination of Agricultural Mathematical Models
	2 Application Examples of Agricultural Mathematical Models
		2.1 Regression Prediction Model
		2.2 Calculus Model
		2.3 Power-Exponent Model
	References
Mathematical Modeling and Optimal Design Based on Information Technology Algorithms
	1 Introduction
	2 Research on Mathematical Modeling and Optimal Design Based on Information Technology Algorithms
		2.1 Characteristics of Information-Based Teaching Mode
		2.2 The Innovative Educational Path of Mathematical Modeling Under the Modern Information Technology Environment
		2.3 Algorithm Selection
	3 Mathematical Modeling and Optimization Design Based on Information Technology Algorithms Research and Design Experiments
		3.1 Survey Design
		3.2 Questionnaire Survey
	4 Experiment Analysis of Mathematical Modeling and Optimization Design Based on Information Technology Algorithm
		4.1 Comparison of Teaching Effects
		4.2 Comparison of Teaching Achievements
	5 Conclusions
	References
Internet of Things Data Mining Technology in Sports Physical Health Analysis
	1 Introduction
	2 IoT Data Mining Technology
	3 Experimental Research
		3.1 Research Content
		3.2 Research Methods
	4 Analysis of College Students’ PF and Health Status Based on IoT Data Mining Technology
		4.1 Current Status of Physical Fitness
		4.2 Reasons Affecting Students’ Physical Fitness
		4.3 Ways to Improve Students’ Physical Health
	5 Conclusions
	References
Application of Artificial Intelligence Technology in Big Data Nining
	1 Introduction
		1.1 Background and Significance
		1.2 Related Work
		1.3 Main Content
	2 Research and Application Methods of AI Technology in BDM
		2.1 Clustering Algorithm
		2.2 TextRank Algorithm
	3 Research and Application Experiment of AI Technology in BDM
		3.1 State Design of AI Technology Applied to Bg Data Mining
		3.2 AI Technology Applied to Data Collection in BDM
	4 Research and Application AI Technology in BDM
		4.1 AI Technology in BDM
		4.2 Experimental Data AI Technology in BDM
	5 Conclusions
	References
Enterprise Credit Rating Prediction Model Based on Data Mining Algorithm
	1 Introduction
	2 Research on Enterprise Credit Rating Prediction Model Based on Data Mining Algorithm
		2.1 Meaning of Credit Rating
		2.2 Data Mining
		2.3 Rating Model
	3 Investigation and Research on the Prediction Model of Enterprise Credit Rating Based on Data Mining Algorithm
		3.1 Selection of Samples
		3.2 Selection of Indicators
	4 Analysis and Research of Enterprise Credit Rating Prediction Model Based on Data Mining Algorithm
		4.1 Model Sample Analysis
		4.2 Cost Sensitivity Analysis
	5 Conclusions
	References
Application of Machine Learning Algorithm in Financial Market Risk Prediction
	1 Introduction
	2 Financial Forecasting Model based on LSTM
		2.1 LSTM Algorithm
		2.2 Construction of LSTM Prediction Model
	3 Simulation Experiment of Financial Forecasting Model based on LSTM
		3.1 Simulation Experiment Platform
		3.2 Experimental Data
		3.3 Evaluation Function
	4 Analysis of Simulation Experiment Results
		4.1 Analysis Results of Traditional LSTM Model
		4.2 Comparison between Improved LSTM Model and other Algorithms
	5 Conclusions
	References
Credit Risk Assessment Model of Supply Chain Finance Under the Background of Big Data
	1 Introduction
	2 Research on the Credit Risk Assessment Model of Supply Chain Finance under the Background of Big Data
		2.1 Supply Chain Finance
		2.2 Logistic Model
		2.3 Build an Indicator System
		2.4 Constructing Risk Indicators
	3 Investigation and Research on the Credit Risk Assessment Model of Supply Chain Finance under the Background of Big Data
		3.1 Sample Collection
		3.2 Regression Analysis Based on Logistic Model
	4 Analysis and Research on the Credit Risk Assessment Model of Supply Chain Finance under the Background of Big Data
		4.1 Omnibus Test of Model Coefficients
		4.2 Empirical Results
	5 Conclusions
	References
Large Screen for 3D Data Visualization Based on RFG-SVM Algorithm
	1 Introduction
	2 Research on Large Screen of 3D Data Visualization Based on RFG-SVM Algorithm
		2.1 Support Vector Machine (SVM)
		2.2 Feature Weighted Support Vector Machine (RFG-SVM)
		2.3 Large-Screen Visualization
	3 Design and Development of Large-screen 3D Data Visualization Based on RFG-SVM Algorithm
		3.1 Development Environment
		3.2 System Architecture Design
		3.3 Design of Core Functional Modules
	4 Optimization Test of Large-screen 3D Data Visualization Based on RFG-SVM Algorithm
		4.1 Occupied Memory Optimization
		4.2 Real-Time Large Screen Performance Optimization
	5 Conclusions
	References
Construction of Inspection Work Management System Based on Data Mining Technology
	1 Introduction
	2 Research on the Construction of Inspection Work Management System
		2.1 Introduction to Data Mining
		2.2 The Connotation of Inspection
		2.3 Theoretical Basis for Research on Inspection Work
	3 Investigation and Research on Inspection Work
		3.1 Sample Selection
		3.2 Research Methods
	4 Problems and Result Analysis of Investigation in Inspection Work Management System
		4.1 Investigation Results of Inspection Work on Major and Difficult Rectification Problems
		4.2 Investigation on the Effect of Inspections to Solve Both the Symptoms and Root Causes
	5 Conclusions
	References
Constructing and Evaluating Service Quality Evaluation Index System of Airline Using PSM and Entropy Weight
	1 Introduction
	2 Construction of Service Quality Evaluation Model Based on SERVQUAL
		2.1 Construction of Service Quality Evaluation Index System Based on SERVQUAL
		2.2 Determination of Weight Measurement Method
	3 Methods and Results
		3.1 Questionnaire and Survey Analysis
		3.2 Evaluation Index Weight Values of Each Dimension
	4 Conclusions
	References
Improving Service Quality Measurement with Servqual: Evidence from Airport Industry
	1 Introduction
	2 Methods
		2.1 Construction of Airport Service Quality Evaluation System
		2.2 PSM-Entropy Weight Method
		2.3 Questionnaire Survey
	3 Results and Analysis
		3.1 Index Weight Calculation
		3.2 Comprehensive Evaluation Results
		3.3 Overall Evaluation Results
		3.4 Analysis
	4 Conclusions
	References
Research on Visualization of Student Management System Based on Distributed Storage Technology
	1 Introduction
	2 The Application Significance of Big Data in Student Management
	3 Problems and Current Situation
	4 The Construction and Innovative Application of Big Data in Student Management
		4.1 Establish a Process System for Student Management
		4.2 Distributed Storage and Processing of Data Related to Student Management Work Based on Big Data
		4.3 Data analysis and Visualization of Student Management Work Based on Big Data
		4.4 Construct Multidimensional Data Model and Digital Portrait of Students
		4.5 Realize the Functions of Early Warning of Students’ Mental Health, Early Warning of Loss of Contact, Evaluation and Recommendation of Awards and Grants, etc
	5 Conclusions
	References
Banking Fintech Capability Evaluation System Based on Data Mining
	1 Introduction
	2 Analysis of BF Capability
		2.1 Fintech
		2.2 Analysis of the Influence of Fintech on Banks
		2.3 Analysis of the Fintech Capability of CBs
	3 Fintech DM Technology
	4 Analysis of BF Capability Evaluation System Based on DM
		4.1 Evaluation of the Fintech Innovation Capability of CBs
		4.2 Evaluation Results of Fintech Innovation Capability of CBs in My Country
	5 Conclusions
	References
Technology Financial Service Platform Based on Data Mining Algorithm
	1 Introduction
	2 Data Mining Algorithms
	3 TDO TF in County A
	4 Construction and Application of TF SP
		4.1 Construction of a TF SP in County A
		4.2 Application of the TF SP in County A
	5 Conclusions
	References
Overlapping Region Extraction Method of 3D Laser Point Cloud Registration on Account of Artificial Intelligence Algorithm
	1 Introduction
	2 Design and Exploration of Extraction Method of Overlapping Region for 3D Laser Point Cloud Registration on Account of Artificial Intelligence Algorithm
		2.1 Artificial Intelligence Algorithm
	3 Research on the Extraction Method of Overlapping Region for 3D Laser Point Cloud Registration on Account of Artificial Intelligence Algorithm
	4 Research on the Effect of Extraction Method for Overlapping Region of 3D Laser Point Cloud Registration on Account of Artificial Intelligence Algorithm
	5 Investigation and Research Analysis of the Extraction Method of Overlapping Region for 3D Laser Point Cloud Registration on Account of Artificial Intelligence Algorithm
	6 Conclusions
	References
Smart Urban Carbon Emission Management Platform Based on Energy Big Data
	1 Introduction
	2 Research Status
	3 Platform Constructions
		3.1 Necessity of Platform Construction
		3.2 Principles of Platform Construction
		3.3 Overall Framework of the Platform
		3.4 Main Functions of the Platform (Fig. 2)
	4 Benefit Analyses
	5 Conclusions
	References
A Distribution Network Reconfiguration Method Considering Optimal Distribution of DG Output
	1 Introduction
	2 Related Work
		2.1 Research on Distribution Network Reconfiguration Under Normal Operation
		2.2 Research on Network Structure and Reactive Power Optimization Considering DG Uncertainty
	3 Reconstruction Based on Minimum Spanning Tree and Heuristic Rules
	4 Distribution Network Reconfiguration Method for Optimal Distribution of DG Output
	5 Conclusion
	References
A Study of Intersubjectivity in Translation Based on Communicative Behavior Theory and Computer Technology
	1 Introduction
	2 Related Work
		2.1 Subject of Translation
		2.2 The Inevitability of the Transformation from Translation Subjectivity to Inter Subjectivity
	3 A Study on the Intersubjectivity of Translation Based on Communicative Behavior Theory and Computer Technology
		3.1 Two Extremes of Translation Subjectivity
		3.2 Communicative Behavior Theory and Intersubjectivity of Translation
	4 Conclusion
	References
Analysis and Research on Children’s Cognitive Psychological System Based on Digital Learning Terminal
	1 Introduction
	2 Related Work
		2.1 Development of Children’s Cognitive Psychology
		2.2 Digital Learning
	3 Children’s Cognitive Psychological Characteristics
	4 Analysis of Children’s Cognitive Psychological System Based on Digital Learning Terminal
	5 Conclusion
	References
Analysis of E-Commerce Live Broadcast Marketing Strategy Based on Big Data Algorithm
	1 Introduction
	2 Related Work
		2.1 Research on E-Commerce Marketing Strategy
		2.2 Research on Webcast Platform
	3 New Situation of E-Commerce Marketing - E-Commerce Live Broadcast
	4 E-Commerce Live Broadcast Marketing Strategy Based on Big Data Algorithm
	5 Conclusion
	References
Analysis of Flow Data of E-Commerce Project Incubation Park Based on Computer Algorithm
	1 Introduction
	2 Related Work
		2.1 Definition of Incubator
		2.2 Operation Management Mechanism
	3 Computer Algorithm
		3.1 Algorithm Concept
		3.2 Application of Algorithm
	4 Analysis of Flow Data of E-Commerce Project Incubation Park Based on Computer Algorithm
		4.1 Reshape the Strict and Objective Entry Screening Mechanism
		4.2 Improve the Comprehensive and Efficient Cultivation and Incubation Mechanism
	5 Conclusion
	References
Analysis of Teaching Management Data Based on Decision Tree Algorithm
	1 Introduction
	2 Related Work
		2.1 Decision Tree Algorithm
		2.2 Analysis of Teaching Management Data
	3 Analysis of Teaching Management Data Based on Decision Tree Algorithm
	4 Simulation Analysis
	5 Conclusion
	References
Analysis on Reasonable Planning and Design of Port Waters and Channels
	1 Introduction
	2 Overview of Waterway Design
	3 Requirements for Reasonable Planning and Design of Waterways
		3.1 The Problem
		3.2 The Influence of Geological Conditions and Natural Environment on the Route
		3.3 Key Points of Channel Axis Placement
	4 The Theory of Reasonable Planning and Design of Port Waters and Channels
	5 Specific Design of Port Waters and Channels
		5.1 Route Selection
		5.2 Determining the Width of the Channel and the Track Zone
		5.3 Channel Water Depth Determination
	6 Evaluation on Reasonable Planning of Port Waters and Channels
	7 Conclusion
	References
Ant Colony Algorithm Theory and Its Application in Control Engineering
	1 Introduction
	2 Related Work
		2.1 Ant Colony Algorithm
		2.2 Control Technology
	3 Ant Colony Algorithm Theory and its Application in Control Engineering
	4 PID Control
	5 Conclusion
	References
Application and Optimization of Style Transfer Algorithm in Contemporary Cultural and Creative Products
	1 Introduction
	2 Related Work
		2.1 Research Status of Cultural and Creative Products
		2.2 Related Concepts of Cultural and Creative Industries
	3 Research on Style Migration Algorithm
		3.1 Concept and Essence of Style Transfer Technology
		3.2 Applicable Field Record of Style Transfer Technology
	4 Application and Optimization of Style Transfer Algorithm in Contemporary Cultural and Creative Products
	5 Conclusion
	References
Application of Ant Colony Algorithm in Chinese Language and Literature Education
	1 Introduction
	2 Related work
		2.1 Ant Colony Algorithm
		2.2 Language and Literature Education
	3 Application of Ant Colony Algorithm in Chinese Language and Literature Education
	4 Conclusion
	References
Application of BP Neural Network Algorithm in Teaching Evaluation and Learning Prediction
	1 Introduction
	2 Related Work
		2.1 BP Neural Network Algorithm
		2.2 Teaching Evaluation
	3 Application of BP Neural Network Algorithm in Teaching Evaluation and Learning Prediction
	4 Simulation Analysis
	5 Conclusion
	References
Application of Computer Aided Technology in Kindergarten Interior Design Under the “New Crown” Epidemic
	1 Introduction
	2 The Basic Elements of the Interior Space Design of the Kindergarten
	3 Interior Space Design Under Computer-Aided Technology
	4 Kindergarten Interior Teaching Space Design
	5 Conclusion
	References
Application of Data Mining Algorithm in Computer Mathematical Modeling
	1 Introduction
	2 Related Work
		2.1 Research on Computer Mathematical Modeling Contest
		2.2 Data Correlation Analysis
	3 Research on the Application of Data Mining Algorithm in Computer Mathematical Modeling
	4 Conclusion
	References
Application of Hybrid Recommendation Algorithm in College Life Safety Education Management System
	1 Introduction
	2 Related Work
		2.1 Collaborative Filtering Recommendation
		2.2 Content Based Recommendation
		2.3 Mixed Recommendation
	3 Current Situation of Life Safety Education for College Students
	4 Countermeasures and Suggestions for Life Safety Education in College Teaching
	5 Conclusion
	References
Application of Improved Genetic Algorithm in Distribution Network Planning with Distributed Generation
	1 Introduction
	2 Related Work
		2.1 Research Status of Distribution Network Planning
		2.2 Distributed Generation and its Impact on Power Grid
	3 Mathematical Model of Distribution Network Planning
	4 Application of Improved Genetic Algorithm in Distribution Network Planning with Distributed Generation
	5 Conclusion
	References
Application of Mathematical Simulation Method in Phosphate Ore Dressing
	1 Introduction
	2 Related Work
		2.1 Phosphate ore Dressing Method
		2.2 Digital Analog Method
	3 Application of Mathematical Simulation Method in Phosphate Ore Dressing
	4 Conclusion
	References
Application of New Light and High Strength Materials in Prefabricated Buildings
	1 Introduction
	2 Related Work
		2.1 Research Status of Prefabricated Buildings
		2.2 Research Status of Light and High Strength Materials
	3 Relevant Contents of Prefabricated Building Project
		3.1 Concept of Prefabricated Building
		3.2 Characteristics of Prefabricated Buildings
	4 Application of New Lightweight and High-Strength Materials in Prefabricated Buildings
		4.1 Application of New Lightweight and High-Strength Materials in Block Buildings
		4.2 Application of New Lightweight and High-Strength Materials in Rising Slab and Rising Storey Buildings
	5 Conclusion
	References
Application of Virtual Simulation Technology in Microbial Image Segmentation in Sewage
	1 Introduction
	2 Related Work
		2.1 Virtual Reality Technology
		2.2 Microbial Image Segmentation
	3 Application of Virtual Simulation Technology in Microbial Image Segmentation in Sewage
	4 Simulation Analysis
	5 Conclusion
	References
Application of Virtual Simulation Technology in Traditional Handicraft Protection
	1 Introduction
	2 Related Work
		2.1 Traditional Painting Skills
		2.2 Traditional Knitting Skills
	3 Digital Production: From “Virtual” to “Reality”
	4 Application of Virtual Simulation Technology in Traditional Handicraft Protection
	5 Conclusion
	References
Big Data Visual Accounting Model for Ecotourism Carrying Capacity
	1 Introduction
	2 Related Work
		2.1 Bearing Capacity Theory
		2.2 Tourism Environmental Capacity
	3 Characteristics of Eco-Tourism Environmental Carrying Capacity
	4 Big Data Visual Eco-Tourism Carrying Capacity Accounting Model
		4.1 Idea of Index Selection
		4.2 Structure of Eco-Tourism Environmental Carrying Capacity
	5 Conclusion
	References
Biomethanation System for Carbon Dioxide Capture in Renewable Energy Hydrogen Production Coupling Power Plant
	1 Introduction
	2 Related Work
		2.1 Development of Hydrogen Energy
		2.2 Carbon Dioxide Capture Technology
	3 Bio Methanation System for Carbon Dioxide Capture in Renewable Energy Hydrogen Production Coupling Power Plant
	4 Simulation Analysis
	5 Conclusion
	References
Children’s Safety in Smart Home Based on Intelligent Optimization Algorithm
	1 Introduction
	2 Related Work
		2.1 Smart Home Concept
		2.2 Threats to Children’s Home Safety
	3 Research on Children’s Safety in Smart Home Based on Intelligent Optimization Algorithm
	4 Security Data Structure Design
	5 Conclusion
	References
Clustering Analysis of English Scores Based on K-means Clustering Algorithm
	1 Introduction
	2 Proposed Method
		2.1 K-means Clustering Algorithm
		2.2 Hierarchical Clustering Algorithm
	3 Experiments
		3.1 Determine Research Objects and Objectives
		3.2 Data Preprocessing
	4 Discussion
		4.1 Data Sources
	5 Conclusions
	References
College Students’ Learning Engagement Based on Engineering Thinking
	1 Engineering Thinking
	2 Theoretical Dimensions and Indicators of Students’ Learning Engagement
	3 An Analysis of the Characteristics of Students’ Learning Engagement
		3.1 Sample Size
		3.2 Reliability and Validity of the Survey Scale
		3.3 Current Situation Analysis
		3.4 Correlation Analysis
		3.5 Establishment of Regression Equation
	4 Conclusion
		4.1 Open the Black Box of Learning
		4.2 Existing Problems
		4.3 Recommendations
		4.4 Inadequate Research
	References
Comparison and Research of Roof Waterproof Materials Based on Computer Algorithm
	1 Introduction
	2 Related Work
		2.1 Computer Algorithm – Python
		2.2 Roof Waterproof Materials
	3 Comparison and Research of Roof Waterproof Materials Based on Computer Algorithm
	4 Selection of Waterproof Materials
	5 Conclusion
	References
Comprehensive Evaluation System of Cultural Industry Development Based on Computer-Aided
	1 Introduction
	2 Related Work
		2.1 Development Status and Trend of Cultural Industry
		2.2 Policy Advantages of Artificial Intelligence + Cultural Industry
	3 Research on Comprehensive Evaluation System of Cultural Industry Development Based on Computer-Aided
	4 Conclusion
	References
Author Index




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