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.
Table of Contents:
.- Application of K-means clustering algorithm in intelligence education.
.- Construction of intelligent proofreading system for Chinese writing spelling based on fuzzy clustering algorithm.
.- Research on Classification Method of University English Teaching Resources Based on Density Clustering Algorithm.
.- Research on dance education management model based on k-means algorithm.
.- Application of Big Data in Intelligence Education.
.- Research on the construction of historical district information platform based on big data technology.
.- Design of innovative practical training platform based on big data analysis.
.- Confucian Curriculum and School Cultural Management under the Background of Big Data Computing.
.- Research on the Prediction of Mental Health Problems of Vocational Students Based on Big Data and Deep Learning.
.- Design of College Oral English Intelligent Online Course Based on Big Data Analysis.
.- The impact of digital education on higher education under big data algorithms and the thinking on coping strategies.
.- Design of optimization algorithm of information teaching resources based on big data analysis.
.- Innovative Methods of Dance Teaching in Universities Under Big Data Thinking.
.- Design of Achievement Display System for Double Qualified Team Based on Network and Big Data.
.- Design and Development of English Grammar Network Teaching System Based on Big Data.
.- Construction of Physical Education Evaluation System in Colleges and Universities under the Background of Big Data.
.- Digital clothing design system style generation module optimization research.
.- Research on sculpture art creation methods combined with digital technology.
.- Research on the reform of professional quality training of accounting professionals under the background of digital intelligence.
.- Reform and practice of material sorting training course based on digital twin technology.
.- College English course design and teaching design in a new form of knowledge graph led by digital technology.
.- Aesthetic research in digital visual art design engineering.
.- Data-Driven Research on Higher Education Management and Decision-Making Techniques and Their Applications.
.- Research hotspot analysis of nursing simulation teaching based on PubMed database.
.- Research on data center resource management technology based on incremental learning.
.- University Research Management and Decision Analysis System Based on Data Warehouse.
.- The design theory of music education system for higher education teachers under data technology.
.- The English teaching mode of colleges and universities has been improved under the background of information technology.
.- Research on the application of information security technology in the construction of smart education platform.
.- Design and implementation of corpus management system for English teaching based on C/S environment.
.- Design and Implementation of Recommendation System on Education Management.
.- The Application of Computer in Intelligence Education.
.- The Design of Computer Aided Wisdom Classroom Teaching System for College English.
.- The Application of Computer Simulation Technology in College Physical Education Teaching.
.- Research on the Construction and Language Evaluation of Computer-based Business French Corpus.
.- Research on teaching reform and innovation of computer-aided design courses majoring in environmental design.
.- Design and implementation of visualization teaching system of computer image science algorithm.
.- Higher education evaluation system based on computer networks.
.- Exploration and Research on Teaching CAD Method Based on Artificial Intelligence Supporting Mechanical Innovation Design.
.- Application of computer-based “task-based” teaching mode in university English teaching.
.- Analysis and Application of Computer 3D Software Technology in Environmental Art Courses.
.- Practical discussion of computer multimedia technology in teaching.
.- Research on Computer Network Security Management and Related Technologies.
.- Research and Application of Blender Based 3D Design Curriculum.
.- Design and implementation of music education teaching management system in colleges and universities.