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
.- 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.
