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.

.- The Application of Machine Learning in Intelligence Education.

.- Analysis of the application of financial robot process automation in colleges and universities from the perspective of artificial intelligence.

.- Design and implementation of distance education system based on personalized recommendation.

.- Movement Recognition in Complex Dance Education Based on Multi-feature Fusion.

.- Design of Teaching Resource Sharing Model of Traditional Chinese Medicine Pharmacy Course Based on Machine Learning.

.- Deep learning in Intelligence Education.

.- Emotional Analysis of Chinese Modern and Contemporary Literature Curriculum Based on Text Analysis and Deep Learning.

.- Design and development of piano accompaniment sparring APP based on deep learning algorithm.

.- Research on the construction path of university informatization teaching based on deep learning.

.- Research on driving vocational education teaching reform based on deep learning algorithm.

.- System for locating English learning resources based on Word segmentation algorithm for Chinese.

.- Personalized intelligent design algorithm for college education based on deep learning.

.- The Design and Practice of Teaching Situations for Higher Vocational Mathematics Curriculum from the Perspective of Constructivism.

.- Chinese traditional culture learning system based on personalized recommendation.

.- Research on the resource sharing strategy of music education in colleges and universities under the background of deep learning algorithm.

.- Research on pop music score recognition based on deep learning.

.- Clouding Computing and blockchain in Intelligence Education.

.- Exploration on the construction of cloud computing college English teaching assistance platform.

.- Construction of Physical Education Teaching Quality Evaluation Index Based on Cloud Computing.

.- Promoting the Nationalization of Piano Education with Cloud Technology and AI Artificial Intelligence.

.- Research and design of education management system based on cloud storage.

.- Construction of University Laboratory and Management System Based on Cloud Technology.

.-  The application of PBL+ cloud platform smart teaching mode in art design courses.

.- Research and design of vocational education management system based on cloud storage.

.- Design of An Internet-Based Curriculum Management System for Adult Higher Education Courses.

.- Thinking on the Management if Information Teaching in Vocational Colleges in the “Internet +” Environment.

.- Development and Implementation of Financial Teaching Simulation System in Internet Environment.

.- Design and implementation of a higher education platform based on block chain technology.

.- The Development Model and Path of Information Teaching Ability of College Teachers under the Background of Deep Integration.

.- Design of English teaching resource management system based on collaborative recommendation.

.- Design and implementation of student information management system based on ItemBizz.

.- Design and implementation of JavaEE based ciser planning system for college students.

.- Construction of higher education knowledge graph based on MOOC.

.- Automatic error action detection system for sports training based on SVM.

.- Other intelligent algorithms in Intelligence Education.

.- Research on informatization teaching mode for algorithm design and analysis courses.

.- Research and Application of Differential Evolution Algorithm in College English Test Intelligent Group Paper.

.- Research On The Quality Evaluation Of College Students’ Innovation And Entrepreneurship Education Based On The Grey Correlation Degree Algorithm.

.- Piano Note Recognition Algorithm Under the Background of Intelligent Interactive Teaching.

.- The impact of recommendation algorithm on higher vocational education and its countermeasures.

.- The dilemma and breakthrough of higher vocational college education under the intervention of recommendation algorithm.

.- The application of cultural algorithms optimized by pattern learning in innovative design of environmental art courses.

.-  Research on the Path of College Innovation andEntrepreneurship Education Service Economy Based on PID Algorithm.

.- Research on practical teaching system of support vector machine algorithm in applied psychology.

.- Research on Language Online Learning System Based on Content Recommendation Algorithm.

.- Research on English Composition Intelligent Evaluation Framework Based on Semantic Similarity and XGBoost Algorithm.

.- Research on college education level based on K-modes algorithm.

.- Research and implementation of music melody generation algorithm based on GRU algorithm.

.- Prediction in career planning of college graduates based on chaos analysis algorithm.

.- K-Means data algorithm and support vector machine for evaluation of university English teaching effect.

.- Exploration of informatization practice of constructed English learning platform based on K-means algorithm.

.- Application of Genetic Algorithm in Hydrology and Water Resources Course Monitoring.

.- Research on teaching design of chemistry experiments in colleges and universities based on Gardner bit timing synchronization algorithm.

.-  Research on English Network Independent Learning for College Students Based on Association Rule Algorithm.

.- Research and Design of Mobile English Learning Platform Based on collaborative filtering Algorithm.

.- Application of hierarchical teaching mode under mixed criterion fuzzy algorithm in college English education.

.- Application of DTW Pose Matching Algorithm in Sports Teaching Evaluation System.

.- The Choice of Whale Algorithm for the Evaluation Direction of Students’ Professional Quality.

.- Research On The Reliability Of Decision Tree Algorithm For Difficulty Judgment Of College English Vocabulary Test Questions.

.- Research On The Application Of C4.5 Algorithm In The Psychoeducation Of College Students.

.-  Fuzzy Reasoning Algorithm on the Selection Analysis of Primary Education Management Strategies.

.- Research on the Quality Evaluation of College Students’ entrepreneurship and Innovative techniques Based on Grey Correlation Degree Algorithm.

.- Research on the application of decision tree CART algorithm in university sports practice teaching.

.- Design of evaluation method for foreign language teaching effect based on reinforcement algorithm.

.- Analysis and Research of Intelligent Fuzzy Decision Tree Algorithm in English Teaching.

.- Analysis of the innovative path of art education teaching under the field of algorithm recommendation.

.- The association rule algorithm was used to analyze the evaluation data of college teachers.

.- The Application of Decision Tree Algorithm in the Practical Teaching of Public Physical Education in Colleges and Universities.