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 Data Mining in Intelligence Education.
.- The current situation and reform path of media talent training based on data mining algorithm.
.- The Design and Implementation of an English Teaching Analysis System Based on Data Mining.
.- Teaching Chinese and African Literature Translation Based on Data Mining.
.- Research on the Reform of Grassroots Organization Form and Management of College Teaching Based on Data Mining.
.- Research on the guidance of artistic creation and diversified talent training mode of data mining algorithm in education.
.- Development and empirical research of college English vocabulary personalized mobile learning system based on data mining algorithm.
.- Design and Research of Intelligent Elderly Care Curriculum System Based on Data Mining.
.- An Empirical Study on Blended Teaching of College English Based on Data Mining.
.- Research on data mining algorithm in public management courses in the information age.
.- Research on ability evaluation of new engineering talents based on data mining algorithm.
.- Research on the Application of Data Warehouse and Data Mining Technology in the Teaching Management System of Universities.
.- Construction of English Education Informational Benefit Evaluation Model Based on Cloud Model Data Mining Algorithm.
.- The self-learning effectiveness of Chinese online learners based on data mining technology.
.- Research on the application of data mining technology in the scale of human resources in universities.
.- Research and design of data mining in intelligent teaching system.
.- Exploring a teacher team training model based on data mining technology.
.- Construction of a New Pattern of Home-School Education Community Based on Data Mining.
.- Application of data mining algorithm in college education management.
.- Analysis of the physical education learning effect of college students based on data mining algorithm.
.- The guidance of multi-index analysis for English teaching solutions.
.- Analysis of Physical Education Teaching Evaluation System Based on Data Mining.
.- A Method of Mining Objective Resources of Traditional Chinese Medicine Pharmacology Curriculum for Distance Medical Teaching.
.- Application of Ant Colony Algorithms in Intelligence Education.
.- Simulation of Higher Education Teaching Quality Evaluation Model Based on PSO Algorithm.
.- Evaluation and differential characteristics analysis of provincial leisure sports competitiveness based on particle swarm algorithm.
.- University English teaching effect evaluation model based on particle swarm algorithm and support vector machine.
.- Design of evaluation method for higher vocational electromagnetically teaching effect based on intelligent algorithm.
.- Design of college student management information system based on intelligent algorithm.
.- Design of evaluation method for college Japanese teaching effect based on intelligent algorithm.
.- Design of English grammar error correction system based on intelligent algorithm.
.- Design of a Management Information System for College Students Based on Intelligent Algorithms.
.- The significance and strategy of mathematical modeling teaching based on ant colony algorithm.
.- Research on P2P Educational Resources Network Retrieval Based on Ant Colony Algorithm.
.- Research On Ant Colony Algorithm And Its Application In Teacher Mutual Employment Management.
.- Multimodal discourse construction path of English teaching under ant colony algorithm.
.- The application of ant colony algorithm in finance courses.
.- Construction of University Physical Education Resource Allocation Model Based on Improved Ant Colony Algorithm.
.- A long-distance shooting trajectory monitoring technique for basketball players based on ant colony algorithm.
.- Risk assessment analysis of resource sharing management of accounting courses based on genetic algorithm.
.- Research on University English Learning Model Based on PSO Algorithm.
.- Application of Apriori Algorithm in Intelligence Education.
.- The application and research of Apriori algorithm in the student information management system.
.- Application and research of Apriori algorithm in the second classroom management system of colleges and universities.
.- Prediction of positive psychological quality of college students based on Apriori algorithm and analysis of influencing factors.
.- Intelligent assessment of college students' mental health based on Apriori algorithm.
.- Optimal allocation of higher education resources based on Apriori algorithm.
.- The Application of Apriori Algorithm in Action Mining Common Technique in Basketball Games.
.- Decision System of Language and Literature Education in Vocational Schools Based on Apriori Algorithm.
.- Application and research of Apriori algorithm in student information management system.
.- A Study on the Correlation between College Students Sports Behavior and Achievement Based on Apriori Algorithm.
.- Application of K-means clustering algorithm in intelligence education.
.- Higher Education Teaching Quality Evaluation Algorithm Based on K-Means Clustering.
.- Construction of Teaching Evaluation System of University English Audiovisual Speaking Course Based on Fuzzy Clustering Algorithm.
.- Research on Classification Method of Japanese Teaching Resources Based on Density Clustering Algorithm.
.- The Application of Fuzzy Clustering Algorithm in the Training and Teaching of Chinese Vocational Skills for International Students in Vocational Colleges.
.- Research on hybrid teaching behavior based on K-means clustering algorithm.
.- Application of improved clustering algorithm in blended teaching of dance education technology.
.- Research on the Optimal Allocation Of Innovation And Entrepreneurship Education Resources in University by Clustering Algorithm.
.- Research on the Application of Cluster Analysis Algorithm on the Mental Health Analysis of College Students.
.- Construction of Assessment Index System of Sports Balanced Development Based on Clustering Extraction Algorithm.
.- Application of improved clustering algorithm in blended dance teaching.
.- The Construction of Online Teaching Resources for Preschool Education Based on Grey Clustering Algorithm.
.- The Application of ISODATA Clustering Algorithm in the Evaluation of Outstanding Physical Education Teachers in Higher Vocational Education.
.- Research on the Application of Cluster Analysis Algorithm in the Analysis of College Students' Mental Health Education.
.- Learning behavior patterns of Chinese language learning users based on improved fuzzy mean clustering.
.- Grey clustering algorithm in the construction of physical education teaching model in colleges and universities.
.- Design and study of student achievement evaluation system based on clustering algorithm.
