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.

.- 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.