Full Description
The five-volume set LNICST 658-662 constitutes the proceedings of the 4th EAI International Conference on Application of Big Data, Blockchain, and Internet of Things for Education Informatization, BigIoT-EDU 2024, held in Beihai, China, during August 18-20, 2024.
The 271 full papers included in these volumes were carefully reviewed and selected from 669 submissions. They are organized in the following topical sections:
Part I: Application of Data Mining in Intelligence Education; Application of Ant Colony Algorithms in Intelligence Education; Application of Apriori Algorithm in Intelligence Education; and Application of K-means clustering algorithm in intelligence education.
Part II: Application of K-means clustering algorithm in intelligence education; Application of Big Data in Intelligence Education; The Application of Computer in Intelligence Education; and Application of Model in Intelligence Education.
Part III: Application of Model in Intelligence Education; Application of Virtual Technology in Intelligence Education; Application of Network Platform in Intelligence Education; and The Application of Machine Learning in Intelligence Education.
Part IV: The Application of Machine Learning in Intelligence Education; Deep learning in Intelligence Education; Clouding Computing and blockchain in Intelligence Education; and Other intelligent algorithms in Intelligence Education.
Part V: Other intelligent algorithms in Intelligence Education.
Contents
.- Application of Model in Intelligence Education.
.- Construction of self-evaluation model of college media education based on deep learning.
.- Construction of comprehensive quality evaluation model of college undergraduate education based on convolution neural network.
.- Combined with the support vector machine algorithm, the construction of student learning style classification and teaching strategy recommendation model.
.- A method for assessing the postural balance of martial arts athletes based on Higuchi's analysis.
.- Application of Virtual Technology in Intelligence Education.
.- Research on the security and privacy protection of Virtual reality technologys in practice in teaching.
.- Design of algorithm immersive English teaching system based on VR technology.
.- Research on the construction of virtual simulation experimental teaching platform for economics and management in colleges and universities.
.- Practical Application of Virtual Reality Technology in Oral English Teaching.
.- Algorithmic immersive English teaching system based on VR technology.
.- The application of 3D virtual simulation training in vocational and technical education.
.- Development of the mining virtual reality teaching system based on Maya and Virtools.
.- Design analysis of intelligent English pronunciation training system based on Android platform.
.- Music Teaching Innovation Based on Artificial Intelligence Technology.
.- The Integration Path and Impact of Artificial Intelligence and Physical Education Curriculum Development Technology.
.- Research on the reform and practice of physical education teaching in colleges and universities based on artificial intelligence technology.
.- Application analysis of artificial intelligence in the development of intelligent teaching system in colleges and universities.
.- Intelligent teaching system based on mobile terminal for legal education scenario simulation.
.- Optimization of College Physical Education Curriculum Management System and the Construction of Service Functions Based on Artificial Intelligence.
.- Knowledge graph construction and visualization technology of online courses for intelligent education.
.- The improvement of English teaching content through the cross-cultural iterative approach.
.- The design of the information talent training system of applied undergraduate engineering management based on knowledge embedding.
.- Application of Network Platform in Intelligence Education.
.- Design and implementation of the network education resource database system in colleges and universities.
.- Scientific Research Construction and Management Based on Network Platform.
.- Research and implementation of web-based foreign language learning system platform.
.- Research on the Construction of University English Course Service Platform in Network Environment.
.- Research on the application of neural network in the analysis of college students' mental health.
.- Research on the application of ANN algorithm in the construction of intelligent student management assessment information system.
.- Construction of intelligent evaluation system of college physical education based on multi-scale feature fusion network.
.- Application of personalized collaborative filtering recommendation algorithm in adult education network training course resources.
.- A Study on Promoting Deep Learning of Vocational Students by Online Peer Review Based on Cognitive Networks and Lag Sequence Analysis.
.- Research on the application of BP algorithm of neural network in teaching quality evaluation.
.- Research on English teaching in colleges and universities based on multimedia network technology combined with task teaching method.
.- Design of teaching system of college general writing course based on network information technology.
.- Research on the Design of Management Platform of Training Room of Higher Vocational Colleges Based on BP Neural Network.
.- Design and implementation of a Web-based quality evaluation system for the cultivation of diversified grassroots talents.
.- Design of Athletes' Sports State Monitoring System Based on Artificial Neural Network Algorithm.
.- Research and application of higher education quality assessment algorithm by the Neural-like network architecture.
.- The evaluation algorithm of higher vocational industry-education integration based on convolution neural network.
.- Higher Vocational Preschool Education Teaching Evaluation System Based on BP Neural Network.
.- Evaluation of Physical Education Level in Higher Education Based on PCA-AHP-GABP Algorithm.
.- Evaluation and Improvement of Human Resources Training Effect Based on Basic Network Technology.
.- English pronunciation error detection and correction system based on artificial neural network.
.- English Network Independent Learning for College Students Based on ID3 Algorithm.
.- Design and implementation of intelligent platform for university cybersquatting training based on Django framework.
.- Design and development of college students' English network self-learning based on decision tree algorithm.
.- Construction of Chinese graded reading resources based on network corpus.
.- Art teaching quality evaluation system based on convolution neural network.
.- Research on the application of smart education platform in classroom teaching.
.- Design And Implementation Of University English Self-Learning Platform Based On Constructive Teaching Mode.
.- Research on the Application of New Media Technology in Japanese Language Teaching.
.- Design and implementation of online dance teaching system.
.- Construction of a multi-dimensional dynamic college students' innovation and entrepreneurship platform based on school-enterprise cooperation.
.- The Application of Machine Learning in Intelligence Education.
.- Design and Application of English Multi Modal Learning System Based on Machine Learning.
.- Architecture and Implementation of Intelligent English Speaking Evaluation System Based on Machine Learning.
.- Theoretical and practical discussion of machine learning algorithms in Japanese language teaching.
.- Teaching Research and Analysis of Intelligent Robot CNC Technology in Mechanical Manufacturing.
.- Research on early warning of comprehensive quality assessment of college students based on machine learning.
.- Personalized Assessment Algorithm For Preschool Education Based On Machine Learning.
.- Analysis Of College Students' Mental Health Education Based On Machine Learning.
.- Research on English speech recognition based on deep machine learning.
.- Chinese word segmentation system based on statistical machine learning algorithm.
.- Automatic Error Recognition of Machine English Translation Based on Multi-feature Fusion.
