e-Learning, e-Education, and Online Training: 8th EAI International Conference, eLEOT 2022, Harbin, China, July 9–10, 2022, Proceedings, Part II

Preface
Organization
Contents – Part II
Contents – Part I
Automatic Educational Resource Processing
An Auxiliary Recommendation Method for Online Teaching Resources of Ideological and Political Courses in Colleges Based on Content Association
	1 Introduction
	2 Online Teaching Resources of Ideological and Political Courses in Colleges and Universities are Recommended
		2.1 Explore the Key Words of Ideological and Political Teaching Resources
	3 User Interest Description Matrix
	4 Content Correlation Degree Calculation
	5 Simulation Test and Analysis
		5.1 The Test Environment
		5.2 Sample Set
		5.3 The Evaluation Index
	6 Conclusion
	References
Design of Multiple Interactive Sharing System for Electric Power Subject Course Resources
	1 Introduction
	2 Design of Multiple Interactive Sharing Hardware System
		2.1 Design of Teaching Course Resource Sharing Network
		2.2 Microprocessor
		2.3 Electric Power Subject Course Resource Memory
		2.4 Data Receiver
		2.5 System Circuit Design
	3 Database Design of Multiple Interactive Sharing System
	4 Software Function Design of Multiple Interactive Sharing System
		4.1 Set up Multiple Interactive Sharing Protocols
		4.2 Subject Teaching Resources of Compressed Electric Power
		4.3 Encrypted Transmission of Resources of Special Courses on Electric Power
		4.4 Retrieval of Resources for Special Courses on Electric Power
		4.5 Realize Multiple Interactive Sharing Function of Teaching Curriculum Resources
	5 System Testing
		5.1 Build System Development and Operation Environment
		5.2 Prepare Multiple Interactive Shared Task Instances
		5.3 Setting up System Test Indicators
		5.4 System Test Process and Result Analysis
	6 Closing Remarks
	References
In Depth Mining Method of Online Higher Education Resources Based on K-Means Clustering
	1 Introduction
	2 Design of Deep Mining Method for Online Higher Education Resources based on k-mean Clustering
		2.1 Mining Algorithm Operation Framework and Mining Tool
		2.2 Data Preprocessing
		2.3 Deep Excavation of Resources
	3 Experimental Test
		3.1 Test Environment
		3.2 Training-Mining Dataset
		3.3 Mining Performance Test
		3.4 Excavation Time Test
		3.5 Robustness Test
	4 Conclusion
	References
Online Education Resource Recommendation System of International Finance Course Based on Preference Data Collection
	1 Introduction
	2 Design of an Online Education Resource Recommendation System for International Finance Courses Based on Preference Data Collection
		2.1 Front-End Functional Module Design
		2.2 Search Engine Module Design
		2.3 User Model Module Design
		2.4 Server Module Design
		2.5 Database Module Design
	3 System Test
		3.1 Introduction to the Experiment
		3.2 Sources of Experimental Users
		3.3 Experimental Test
	4 Conclusion
	References
Intelligent Sharing Platform of Agricultural Online Education Resources Based on Blockchain Technology
	1 Introduction
	2 Intelligent Sharing Platform of Agricultural Online Education Resources Based on Blockchain Technology
		2.1 Hardware Design of Intelligent Sharing Platform for Agricultural Online Education Resources
	3 Software Design of Intelligent Sharing Platform for Agricultural Online Educational Resources
		3.1 Construction of Agricultural Online Education Database
		3.2 Blockchain Technology Optimizes the Storage Architecture of Educational Resources
		3.3 Design Software Data Migration Function of Intelligent Sharing Platform
	4 Experimental Study
		4.1 Experimental Preparation
		4.2 Experimental Results
	5 Conclusion
	References
Economic Management Course Recommendation Algorithm in Smart Education Cloud Platform
	1 Introduction
	2 Tconomic Management Course Recommendation Algorithm in Smart Education Cloud Platform
		2.1 Text Preprocessing of Economic Management Course in Smart Education Cloud Platform
		2.2 Establish Text Word Vector Model of Economic Management Course
		2.3 Classification of Curriculum Characteristics of Smart Education Cloud Platform
		2.4 Recommended Algorithm for Designing Economic Management Courses
	3 Experimental Study
		3.1 Experimental Scheme
		3.2 Results and Analysis
	4 Conclusion
	References
Research on the In-Depth Recommendation Method of Grammar Topics for English Online Teaching
	1 Introduction
	2 Research on the In-Depth Recommendation Method of Grammar Topics for English Online Teaching
		2.1 Measuring Learning Style Dimensions
		2.2 Identify the Characteristics of English Grammar Teaching
		2.3 English Online Teaching Technology to Build DeepFM Model
		2.4 Set Grammar Topic In-Depth Recommendation Mode
	3 Experimental Study
		3.1 Experiment Preparation
		3.2 Experimental Results
	4 Conclusion
	References
Design of College Art Education Curriculum Resource Allocation System Based on Virtual Grid
	1 Introduction
	2 The Hardware Design of the Resource Allocation System for Art Education Courses in Colleges and Universities
	3 Software Design of College Art Education Curriculum Resource Allocation System
		3.1 Extracting the Performance Characteristics of Art Education Courses
		3.2 Optimize the Course Resource Allocation Process
		3.3 Node Deployment Function of Virtual Grid Design System
	4 System Test
		4.1 Test Preparation
		4.2 Test Results
	5 Conclusion
	References
Control Method of Input Information Amount of Intelligent Education Resource Database Based on Data Mining
	1 Introduction
	2 Control Method for Input Information of Intelligent Education Resource Database
		2.1 Identify the Performance Characteristics of Smart Education Resource Base
		2.2 Optimize Data Set Block Integration Process
		2.3 Setting the Safety Range of Data Mining
		2.4 Design Input Information Control Mode
	3 Application Test
		3.1 Test Environment
		3.2 Test Results
	4 Conclusion
	References
Design of Multimedia Courseware Synchronous Display System for Distance Teaching
	1 Introduction
	2 System Hardware Structure Design
		2.1 Navigation Interface Design Based on Distance Learning
		2.2 Design of Visual Card Editor
		2.3 Editing Subsystem
		2.4 Storage Architecture
	3 System Software Design
		3.1 Distance Teaching Courseware Editing Based on Information Extraction
		3.2 Multimedia Courseware Information Sending and Receiving Process Design
		3.3 Courseware Synchronous Display Process Design
	4 Experiment
		4.1 Experimental Process
		4.2 Experimental Results and Analysis
	5 Conclusion
	References
Design of Music Teaching Resource Sharing System Based on Mobile Terminal
	1 Introduction
	2 Hardware Design
		2.1 MAC Resource Controller
		2.2 Data Controller
	3 Software Design
		3.1 Design Music Teaching Resource Sharing Framework
		3.2 Design Music Teaching Resource Sharing Module Based on Mobile Terminal
		3.3 Sharing of Music Teaching Resources Based on Mobile Terminals
	4 System Test
		4.1 Test Preparation
		4.2 Test Results and Discussion
	5 Conclusion
	References
Remote Sharing System of Chinese Educational Resources Based on Information Fusion
	1 Introduction
	2 Hardware Design of Remote Sharing System of Chinese Chinese Educational Resources
		2.1 Microcontroller Design
		2.2 Communication Module Design
		2.3 Keyboard Interface Circuit
	3 Software Design of Remote Sharing System of Educational Resources Based on Information Fusion
		3.1 Main Function Management of Shared System
		3.2 Collection of Educational Resources
		3.3 Realization of Resource Sharing
	4 Experimental Comparison
		4.1 System Test Environment
		4.2 The First Part of the Experimental Results Analysis
		4.3 Analysis of the Second Part of the Experimental Results
	5 Conclusion
	References
Intelligent Education Information Resource Integration and Sharing System Based on Cloud Computing
	1 Introduction
	2 Hardware Design of Intelligent Education Information Resource Integration and Sharing System Based on Cloud Computing
		2.1 System Single Sign-On Module Design
		2.2 Educational Resource Management Design
	3 Software Design of Intelligent Education Information Resource Integration and Sharing System Based on Cloud Computing
	4 Experimental Studies
	5 Conclusion
	References
Collaborative Filtering Recommendation Method for Online Teaching Resources of Elderly Care Specialty
	1 Introduction
	2 Method Study
		2.1 Analysis of the Organizational Form of Online Teaching Resources
		2.2 Calculating Target Learner Preferences
		2.3 Construction and Training of Target Learner Preference Model
		2.4 Collaborative Filtering Recommendation of Online Teaching Resources
	3 Experiment and Result Analysis
		3.1 Experiment Preparation Stage
		3.2 Analysis of Experimental Results
	4 Conclusion
	References
Personalized Recommendation System of Ideological and Political Online Teaching Resources Based on Artificial Intelligence
	1 Introduction
	2 Personalized Recommendation System for Ideological and Political Online Teaching Resources
		2.1 The Hardware Structure Configuration of the Recommended System for Teaching Resources
		2.2 Optimization of the Software Function of the Personalized Recommendation System for Teaching Resources
		2.3 Personalized Recommendation of Resources
	3 Analysis of Experimental Results
	4 Conclusion
	References
Balanced Allocation of Ideological and Political Network Teaching Resources in Universities Based on Big Data Clustering
	1 Introduction
	2 Balanced Allocation of Ideological and Political Network Teaching Resources in Universities
		2.1 Construction of Ideological and Political Network Teaching Data Management Platform in Universities
		2.2 Evaluation Algorithm of Ideological and Political Teaching Resources Allocation in Colleges and Universities
		2.3 Realization of Balanced Allocation of Ideological and Political Education Resources in Colleges and Universities
	3 Analysis of Experimental Results
	4 Conclusion
	References
Research on the Balanced Allocation Model of Online Education Resources of Economics and Management in Colleges and Universities Based on Parallel Clustering
	1 Introduction
	2 Model Design
		2.1 Online Education Resource Collection Model
		2.2 Online Education Resource Management Algorithm for Economic Management
		2.3 Realization of Balanced Allocation of Educational Resources
	3 Analysis of Experimental Results
	4 Conclusion
	References
Research on Data Classification of Online English Teaching Platform Based on Deep Neural Network
	1 Introduction
	2 Data Preprocessing of Online English Teaching Platform
		2.1 Data Normalization Processing
		2.2 Data Mean Method MapReduce
	3 Data Classification of Online English Teaching Platform
		3.1 Basic Steps of Data Classification Based on Deep Neural Network
		3.2 Parameter Settings of Deep Neural Network
		3.3 Data Classification Method Based on Deep Neural Network
	4 Trial Test
		4.1 Construction of Hadoop Experimental Environment
		4.2 Classification Results and Error Analysis
	5 Conclusion
	References
Data Optimization Query Method of Online Education System Based on Decision Tree
	1 Introduction
	2 Method Design
		2.1 Extracting Course Features of Online Education System
		2.2 Adjust the Data Segmentation Process
		2.3 Decision Tree Identification Trajectory Data Type
		2.4 Set Data Optimization Query Mode
	3 Experiments and Research
		3.1 Experiment Preparation
		3.2 Experimental Results and Analysis
	4 Conclusion
	References
Research on Online Mathematics Teaching Resource Integration Model Based on Deep Neural Network
	1 Introduction
	2 Online Mathematics Teaching Resources Integration Model Design
		2.1 Collection and Storage of Online Mathematics Teaching Resource Information
		2.2 Online Mathematics Teaching Information Management System
		2.3 Realization of Integration of Mathematics Teaching Resources
	3 Experiment and Result Analysis
	4 Conclusion
	References
Resource Matching Method of Online Education Platform Based on Artificial Intelligence
	1 Introduction
	2 Resource Matching Model of Online Education Platform Based on Artificial Intelligence Technology
		2.1 Education Platform Data Preprocessing
		2.2 Multi-dimensional Feature Extraction
	3 Quick Splicing of Information
	4 Resource Matching of Online Education Platform Based on Artificial Intelligence Technology
	5 Experimental Analysis
	6 Conclusion
	References
Remote Sharing of National Music Teaching Resources Based on Big Data Analysis
	1 Introduction
	2 Remote Sharing of National Music Teaching Resources Based on Big Data Analysis
		2.1 Identification of National Music Performance Characteristics
		2.2 Adjust the Screening Process of Music Teaching Resources
		2.3 Big Data Analysis Technology Constructs Open Teaching Mode
		2.4 Designing Remote Sharing Methods
	3 Experimental Study
		3.1 Construction of Experimental Environment
		3.2 Analysis of Experimental Results
	4 Concluding Remarks
	References
Mining Algorithm of Massive Online Financial Education Resources Based on Apriori TIDS
	1 Introduction
	2 Algorithm Design of Massive Online Financial Education Resources Mining
		2.1 Extract Feature Vectors of Massive Online Financial Education Resources
		2.2 Balanced Distribution of Massive Online Financial Education Resources
		2.3 Design a Massive Online Financial Education Resource Mining Algorithm Based on Apriori TIDS
	3 Experimental Analysis
		3.1 Experimental Preparation
		3.2 Result Analysis
	4 Conclusion
	References
Design of Educational Resource Sharing System for Financial Management Specialty Based on Data Mining
	1 Introduction
	2 Financial Management Professional Education Resource Sharing System
		2.1 Hardware Structure of Financial Management Education Resource Sharing System
		2.2 System Software Function Optimization
		2.3 Realization of the Sharing of Teaching Resources for the Major of Financial Management
	3 Analysis of Experimental Results
	4 Conclusion
	References
Personalized Recommendation System of College Students’ Employment Education Resources Based on Cloud Platform
	1 Introduction
	2 System Hardware Structure Design
		2.1 Open Source Search Engine
		2.2 Talent Training Decision-Making System Platform
		2.3 Hypertext Service Platform
		2.4 Keyword Index Platform
	3 System Software Part Design
		3.1 Recommended Object Modeling
		3.2 Query and Processing of Educational Resources Based on Cloud Platform
		3.3 Personalized Recommendation Process Design
	4 Experiments
		4.1 Test Environment Deployment
		4.2 Test System Deployment
		4.3 Experimental Results and Analysis
	5 Conclusion
	References
Optimization and Recommendation Method of Distance Education Resources Based on Particle Swarm Optimization Algorithm
	1 Introduction
	2 Recommendation Method for Distance Education Resource Optimization Based on Particle Swarm Algorithm
		2.1 Establish a User Profile for Distance Education
		2.2 Parameterized Representation of Distance Education Resources
		2.3 Planning Educational Resource Path Based on Particle Swarm Algorithm
		2.4 Establish a Recommendation Model for Distance Education Resources Optimization
	3 Experimental Research
		3.1 Experimental Environment
		3.2 Results and Analysis
	4 Conclusion
	References
Prediction of Online Learning Resource Demand Based on BP Neural Network
	1 Introduction
	2 Forecast of Demand for Online Learning Resources
		2.1 Feature Collection Model of Online Learning Resources
		2.2 Evaluation Algorithm of Online Learning Resource Management
		2.3 Realization of Online Learning Resource Demand Prediction
	3 Analysis of Experimental Results
	4 Conclusion
	References
Educational Information Evaluation
Research on the Evaluation Method of Ideological and Political Effect of Online Courses in Internet of Things
	1 Introduction
	2 Research on the Evaluation Method of Ideological and Political Effect of Online Courses in Internet of Things Professional Courses
		2.1 Analysis of the Influencing Factors of the Ideological and Political Effect of Online Courses
		2.2 Determine the Ideological and Political Effect Evaluation Indicators of Online Courses
		2.3 Evaluation of the Index Weight Assignment
		2.4 Realization of Ideological and Political Effect Evaluation of Online Courses
	3 Experiment and Results Analysis
		3.1 Experiment
		3.2 Analysis of Experimental Results
	4 Conclusion
	References
Research on Evaluation Method of College Students’ Innovation and Entrepreneurship Training Mode Based on Deep Neural Network
	1 Introduction
	2 Training Mode Evaluation Metrics
		2.1 Evaluation Index Training Mode for College Students
		2.2 Indicator Training
	3 Training Model Review
	4 Experimental Studies
	5 Conclusion
	References
Evaluation Method of Oral English Digital Teaching Quality Based on Decision Tree Algorithm
	1 Introduction
	2 Design of Evaluation Method Based on Decision Tree
		2.1 Constructing the Quality Evaluation Index System of Spoken English Digital Teaching
		2.2 Data Preprocessing Based on Decision Tree Algorithm
		2.3 Extracting Decision Tree Classification Rules
		2.4 Design of Fuzzy Evaluation Method
	3 Experimental Test
		3.1 Experimental Process
		3.2 Experimental Results and Discussion
	4 Conclusion
	References
Research on Quality Evaluation of Accounting Online Education Based on Artificial Intelligence Technology
	1 Introduction
	2 Quality Evaluation Method of Accounting Online Education
		2.1 Data Mining of Online Accounting Education Quality
		2.2 Accounting Online Education Quality
		2.3 Establish BP Evaluation Neural Network
		2.4 Achieve Online Education Quality Evaluation
	3 Experimental Research
		3.1 Experiment Content
		3.2 Experimental Results
	4 Conclusion
	References
An Analysis on the Training Mode of Master Students in Artificial Intelligence Field for Electronic Information Professional Degree—Take Hunan Normal University as an Example
	1 Introduction
	2 Basic Overview of Electronic Information Degree Categories and Fields
		2.1 The Status and Development of Electronic Information Professional Degree Categories and Fields in China
		2.2 Professional Degree Categories, Fields and Related Degree Authorization Points of the Existing Electronic Information in Hunan Normal University
		2.3 The Main Research Content in the Field of Artificial Intelligence Professional Degree
	3 The Necessity and Feasibility of Setting Up the Field of Artificial Intelligence Under the Electronic Information Major
		3.1 Social Demand for Talents in Artificial Intelligence
		3.2 Talent Training Goals in the Field of Artificial Intelligence
		3.3 The Development Prospects in the Field of Artificial Intelligence Under the Professional Electronic Information Major
		3.4 Setting the Foundation for the Field in Artificial Intelligence Professional Degree
	4 Construction Planning in the Field of Artificial Intelligence Under the Background of Electronic Information
		4.1 Construction of Teaching Staff
		4.2 The Combination of the Characteristics of Talent Training with Social Needs
	5 Summarize
	References
The Problems and Analysis of Artificial Intelligence Specialty Construction in Universities Under the Present Situation of Artificial Intelligence Development
	1 Introduction
	2 The Development Status of Artificial Intelligence in China
		2.1 Artificial Intelligent Professional Construction and Approval Status in China
		2.2 The Development of M Artificial Intelligence Industry and the Status of Demand for Employees in China
	3 Artificial Intelligence Professional Characteristics and Industry Needs
		3.1 Artificial Intelligence Expertise Structure
		3.2 The Development and Demand of the Artificial Intelligence Industry
	4 Understanding and Thinking of Artificial Intelligence Professional Talent Training
		4.1 The Cultivation of Artificial Intelligence Talents in Undergraduate Colleges
		4.2 The Cultivation of Artificial Intelligence Talents in Higher Vocational Colleges
	5 Summary
	References
Firmware Security Verification Method of Distance Learning Terminal Based on MD5 Algorithm
	1 Introduction
	2 Design of Firmware Security Verification Method for Distance Learning Terminal
		2.1 Construct the Structure Model of Distance Learning Terminal
		2.2 Classification of Firmware Types of Distance Learning Terminals
		2.3 Firmware Collection and Pretreatment
		2.4 Using MD5 Algorithm to Verify User Identity
		2.5 Detect Firmware Code Security Defects and Malicious Attacks
		2.6 Identify the Firmware Service Daemon
		2.7 Realize Firmware Security Verification of Distance Learning Terminal
	3 Test and Experimental Analysis
	4 Conclusion
	References
Early Warning System of Computerized Accounting Teaching Data Quality Based on Artificial Intelligence
	1 Introduction
	2 The Hardware Design of the Computerized Accounting Teaching Data Quality Early Warning System
		2.1 Data Acquisition Module
		2.2 Storage Module Design
		2.3 Processor Module Design
		2.4 LCD Display Module
	3 Software Design of Computerized Accounting Teaching Data Quality Early Warning System
		3.1 Data Cleaning
		3.2 Associated Data Mining
	4 Experimental Comparison
		4.1 Comparison of Data Quality Warning Accuracy
		4.2 Comparison of Data Quality Warning Time
	5 Conclusion
	References
Performance Evaluation Model of Substation Battery Pack Based on New Series Parallel Topology
	1 Introduction
	2 Performance Evaluation Model of Substation Battery Pack Based on the New Series-Parallel Topology
		2.1 Obtaining Battery Pack Performance Parameters
		2.2 Adjust the Substation Operation Management Process
		2.3 Identify the Structural Characteristics of the Battery Pack in the Substation
		2.4 Optimize the Voltage Regulation Strategy of the High-Frequency Solution
		2.5 Series-Parallel New Topology Construction Performance Evaluation Model
	3 Experimental Research
		3.1 Experiment Preparation
		3.2 Experimental Results
	4 Conclusion
	References
An Online Vocal Music Teaching Timbre Evaluation Method Based on Feature Comparison
	1 Introduction
	2 Research on Timbre Evaluation Method in Online Vocal Music Teaching
		2.1 Tone Signal Preprocessing
		2.2 Tone Signal Feature Extraction
		2.3 Comparison of Timbre Signal Characteristics
		2.4 Online Vocal Music Teaching Timbre Evaluation
	3 Experiment and Result Analysis
		3.1 Experimental Preparation Stage
		3.2 Analysis of Results
	4 Conclusion
	References
Construction of Teaching Quality Evaluation Model of Hotel Management Specialty Based on Association Rules
	1 Introduction
	2 Construction of a Teaching Quality Evaluation Model for Hotel Management Majors
		2.1 SERVQUAL Related Evaluation Target Setting
		2.2 Two-Way Evaluation Structure Design
		2.3 Establishment of G1 Internal Association Weight Evaluation System
		2.4 Entropy Value Method Completes the Construction of Related Teaching Quality Evaluation Model
	3 Model Testing
		3.1 Test Preparation
		3.2 Test Process and Result Analysis
	4 Conclusion
	5 Fund Project
	References
Performance Appraisal System of Teachers in Higher Vocational Colleges Based on Fuzzy Comprehensive Evaluation Model
	1 Introduction
	2 System Hardware Design
		2.1 B/S Manager
		2.2 ASP.NET Processor
	3 System Software Design
		3.1 Analysis of the Needs of Teachers’ Performance Appraisal in Higher Vocational Colleges
		3.2 Build a Fuzzy Comprehensive Evaluation Model for Performance Appraisal
		3.3 Design Function Modules
		3.4 Design Database
	4 System Test
		4.1 Test Preparation
		4.2 Test Results and Discussion
	5 Conclusion
	References
Real-Time Collection Method of Learning Status Data in Distance Teaching Based on Internet of Things
	1 Introduction
	2 Design of Real-Time Collection Method for Distance Teaching Learning Status Data
		2.1 Analysis of Correlates of Distance Learning Status Data
		2.2 Determining the Priority Level of Real-Time Collection of Learning Status Data in Distance Learning
		2.3 Design a Real-Time Acquisition Algorithm for Distance Teaching Learning Status Data
	3 Experiment Analysis
		3.1 Build an Experimental Dataset
		3.2 Set Experimental Parameters
		3.3 Result Analysis
	4 Conclusion
	References
Research on English Translator Speech Recognition System Based on Deep Learning
	1 Introduction
	2 Research on the Hardware Part of the Speech Recognition System of English Translator Based on Deep Learning
		2.1 Speech Recognition Module Design
		2.2 Control Module Design
	3 Research on the Software Part of the Speech Recognition System of English Translator Based on Deep Learning
		3.1 English Translator Speech Signal Preprocessing
		3.2 Deep Learning to Recognize Speech Signals
	4 Experimental Research
		4.1 Experiment Content
		4.2 Experimental Results
	5 Conclusion
	References
Evaluation Method of English Online and Offline Mixed Teaching Quality Based on Three-Dimensional Teaching
	1 Introduction
	2 Based on the Three-Dimensional Teaching Method of English Online and Offline Mixed Teaching Quality Evaluation
		2.1 Establish a Three-Dimensional English Teaching Model
		2.2 Analysis of the Characteristics of Online and Offline English Teaching
		2.3 Evaluation Index System Based on Three-Dimensional Teaching Design
		2.4 Establish a Teaching Quality Evaluation Model
	3 Experimental Research
		3.1 Experimental Scheme Design
		3.2 Results and Analysis
	4 Conclusion
	References
Sports Online Intelligent Education Effect Evaluation System Based on Deep Learning Algorithm
	1 Introduction
	2 Hardware Design of Sports Online Intelligent Education Effect Evaluation System
	3 Software Design of Sports Online Intelligent Education Effect Evaluation System
		3.1 Obtain Sports Online Intelligent Education Goals
		3.2 Deep Learning Builds an Effect Evaluation Model
		3.3 Design the Automatic Evaluation Function of the System Software
	4 Simulation Experiment
	5 End of the Language
	References
Evaluation Method of Teaching Effect of Intelligent Education Model for Electromechanical Equipment Technology Specialty
	1 Introduction
	2 Evaluation of Teaching Effect of Intelligent Education Model for Electromechanical Equipment Technology Specialty
		2.1 Teaching Management System of Electromechanical Equipment Technology
		2.2 Professional Education and Evaluation System of Electromechanical Equipment
		2.3 Realization of Intelligent Teaching Evaluation of Electromechanical Equipment
	3 Analysis of the Experimental Results
	4 Conclusion
	References
Research on Effect Evaluation Method of Ideological and Political Classroom Teaching Reform in Colleges and Universities Based on Particle Swarm Optimization Algorithm
	1 Introduction
	2 Evaluation Method of the Effect of Ideological and Political Classroom Teaching Reform in Colleges and Universities
		2.1 Evaluation System of Ideological and Political Teaching Reform in Colleges and Universities
		2.2 Evaluation Indicators for the Reform of Ideological and Political Teaching
		2.3 Realization of the Effect Evaluation of Ideological and Political Classroom Teaching Reform
	3 Analysis of Experimental Results
	4 Conclusion
	References
Evaluation Method of Classroom Teaching Quality of Marxist Theory Course Based on Deep Learning
	1 Introduction
	2 Marxist Theory Course Evaluation Method Design
		2.1 Choose the Evaluation Index of Marxist Theory Course
		2.2 Extracting the Characteristics of Evaluation Indicators Based on Deep Learning
		2.3 Determining the Weights of Teaching Quality Evaluation Indicators
		2.4 Constructing the Evaluation System of Marxist Theory Course
	3 Experimental Analysis
		3.1 Data Acquisition of Marxist Theory Course Evaluation
		3.2 Calculation of Evaluation Weight of Marxist Theory Course
		3.3 Result Analysis
	4 Conclusion
	References
Research on Teaching Effect Evaluation of Innovation and Entrepreneurship Based on Collaborative Filtering Algorithm
	1 Introduction
	2 Design of Innovative and Entrepreneurial Teaching Evaluation Method Based on Collaborative Filtering Algorithm
		2.1 Analyzing the Evaluation Level of Innovation and Entrepreneurship Teaching Effect
	3 Constructing Teaching Effect Evaluation Model of Innovation and Entrepreneurship Based on Collaborative Filtering Algorithm
		3.1 Forming the Elements of Innovative and Entrepreneurial Teaching Ability of College Students
		3.2 Evaluation of Teaching Effect of Innovation and Entrepreneurship of College Students
	4 Case Analysis
		4.1 Overview
		4.2 Application Results
	5 Conclusion
	References
Design of Teaching Quality Evaluation System for Law Major Education Based on Fuzzy AHP
	1 Introduction
	2 The Hardware Design of the Evaluation System for the Quality of Legal Education and Teaching Based on Fuzzy AHP
	3 Design of the Software Part of the Evaluation System for the Teaching Quality of Legal Education Based on Fuzzy AHP
		3.1 Data Mining for the Evaluation of Teaching Quality of Legal Education
		3.2 Establish an Evaluation Index System for the Quality of Legal Education and Teaching
		3.3 Fuzzy AHP Evaluates the Quality of Education and Teaching of Law Majors
	4 System Experiment
		4.1 Experiment Content
		4.2 Experimental Results
	5 Conclusion
	References
Assessment and Evaluation System of Preschool Education Curriculum Based on Big Data
	1 Introduction
	2 Pre-school Education Curriculum Assessment System
		2.1 Optimization of the Target System Structure of Preschool Education Curriculum
		2.2 Pre-school Education Curriculum Evaluation Algorithm
		2.3 Realization of Pre-school Education Curriculum Assessment and Evaluation
	3 Analysis of Experimental Results
	4 Conclusion
	References
Application of Artificial Intelligence in Pre-school Education Professional Talent Training in the Era of Big Data
	1 Introduction
	2 Application Value of “Preschool Education + Artificial Intelligence” Deep Cross Fusion
		2.1 Keep Up with the Market Demand and Broaden the Employment Direction of Students
		2.2 Meet the Professional Development of Preschool Teachers Based on Professional Practice
	3 Prepare the Demand of Artificial Intelligence for the Cultivation of Preschool Education
		3.1 Application of Artificial Intelligence in Preschool Education (0–6 Years Old), as Shown in Table 1
		3.2 Training Orientation of Preschool Education Talents Under the Background of Artificial Intelligence, as Shown in Table 2
	4 A Survey on the Willingness of Private College Students to Accept Artificial Intelligence Products to Participate in Course Learning
		4.1 Research Hypothesis
		4.2 The Specific Situation of the Object Under Test
		4.3 Study Variable Items
		4.4 The Results of the Study
	5 Talent Cultivation Strategy of Preschool Education Major Under the Deep Cross Integration of “Preschool Education + Artificial Intelligence”
		5.1 The Combination of Artificial Intelligence and Training Program, Adhere to the Perspective of Artificial Intelligence Education
		5.2 The Integration of Artificial Intelligence and Personality Teaching, Deeply Explore the “Embodied” Artificial Intelligence Education Situation
		5.3 The Integration of Artificial Intelligence and Teaching Evaluation to Highlight the Value of the Times of Artificial Intelligence Education
		5.4 The Integration of Artificial Intelligence and Labor Spirit Promotes the Spirit of Chinese Model Worker and Craftsman
	6 Conclusion
	References
Effect Evaluation of Online Basic Japanese Lessons Based on Data Mining Algorithm
	1 Introduction
	2 Evaluation of Online Education Data in Basic Japanese Courses
		2.1 Online Education Data Mining for Basic Japanese Classes
		2.2 Online Education Evaluation Index of Basic Japanese Courses
		2.3 The Implementation of the Basic Japanese Online Education Assessment
	3 Analysis of the Experimental Results
	4 Conclusion
	References
Research on Online and Offline Mixed Teaching Quality Evaluation of Higher Mathematics Based on Hierarchical Analysis Method
	1 Introduction
	2 Teaching Quality Evaluation Method Based on AHP
		2.1 Establish a Mixed Online and Offline Teaching Mode of Higher Mathematics
		2.2 Select the Higher Mathematics Teaching Quality Evaluation Index
		2.3 Construct the Evaluation Index Weight of the Judgment Matrix Based on Hierarchical Analysis
		2.4 Mixed Teaching Quality Evaluation Model
	3 Experimental Research
		3.1 Acquisition and Processing of the Experimental Data
		3.2 Experimental Results
	4 Conclusion
	References
An Intelligent Evaluation Method of MOOC Learning Efficiency Based on Koch Model
	1 Introduction
	2 Intelligent Evaluation Method of MOOC Learning Efficiency
		2.1 Collection of MOOC Learning Efficiency
		2.2 Construction of an Intelligent Evaluation System for Learning Efficiency
		2.3 Realization of Intelligent Evaluation of MOOC Learning Efficiency
	3 Analysis of Experimental Results
	4 Conclusion
	References
Author Index