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Sonst. PersonenBrik, Bouziane (Hrsg.); Nazir, Shah (Hrsg.)
TitelApplication of Big Data, Blockchain, and Internet of Things for Education Informatization.
4th EAI International Conference, BigIoT-EDU 2024, Beihai, China, August 18-20, 2024, Proceedings, Part I. 1st ed. 2026.
QuelleCham: Springer Nature Switzerland (2026), XVI, 630 S.
PDF als Volltext  Link als defekt meldenVerfügbarkeit 
ReiheLecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. 658
BeigabenIllustrationen 281; farbige Illustrationen 255
Spracheenglisch
Dokumenttyponline; gedruckt; Monografie
ISBN978-3-032-18624-9; 978-3-032-18625-6; 978-3-032-18626-3
DOI10.1007/978-3-032-18625-6
SchlagwörterKommunikation; Digitale Medien; Künstliche Intelligenz; Computer; Unterrichtsmedien; Unterrichtstechnologie; Netzwerk
AbstractThe 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. Inhalt: -- 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.
Erfasst vonUniversitätsbibliothek der Humboldt-Universität zu Berlin
Update2026/4
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