Application of Big Data, Blockchain, and Internet of Things for Education Informatization (eBook, PDF)

Third EAI International Conference, BigIoT-EDU 2023, August 29-31, 2023, Liuzhou, China, Proceedings, Part I
Redaktion: Zhang, Yinjun; Shah, Nazir

• Format: PDF

Produktbeschreibung

The five-volume set LNICST 580-584 constitutes the proceedings of the Third EAI International Conference on Application of Big Data, Blockchain, and Internet of Things for Education Informatization, BigIoT-EDU 2023, held in Liuzhou, China, during August 29-31, 2023.

The 272 full papers presented in these proceedings were carefully reviewed and selected from 718 submissions. With a primary focus on research fields such as Digitization of education, Smart classrooms and Massive Online Open Courses (MOOCs), these papers are organized in the following topical sections across the five volumes:

Part I: Application of data mining in smart education; Application of intelligent algorithms in English teaching.

Part II: Application of decision tree algorithm in intelligent management system of universities; Research on the application of Big data in smart teaching.

Part III: Exploration of the application of computer-aided technology in intelligent translation; Application of neural network algorithms in intelligent teaching; Application of artificial intelligence algorithms in the field of smart education.

Part IV: Research on smart teaching in deep learning; Research and application of recommendation algorithms in personalized intelligent education; Application of cloud computing in intelligent teaching resource library; Application research of computer-aided online intelligent teaching.

Part V: Application and practice of new media in smart teaching; Application of clustering algorithm in intelligent education resource library; Application of association rule algorithm in intelligent education system.

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 648
• Erscheinungstermin: 16. Juli 2024
• Englisch
• ISBN-13: 9783031631306
• Artikelnr.: 72242652

Inhaltsangabe

.- The Application of Data Mining in Smart Education.

.- Resource integration of university students' ideological and political schooling website based on data mining technique.

.- Design of creative writing courses in colleges and universities based on big data mining technology.

.- Student service group clustering and community model construction based on data mining technology.

.- The Application of Data Mining Algorithm in College Student Management.

.- Boosting algorithm and its Application in Secondary Chemistry Data Mining.

.- Research on the application of data mining technology in college teaching quality monitoring and evaluation system.

.- Data Mining Technology-Based Algorithms for Evaluating English Language Teaching Indicators.

.- Research on "Online and Offline" Intelligent Teaching Mode of Preschool Education Based on Data Mining Technology.

.- Design and application of teaching platform for foreign students' characteristic culture course based on Data Mining Technology.

.- Intelligent teaching mode of creative writing course in Colleges and Universities Based on Data Mining Technology.

.- Application of data mining simulation algorithm in physical education teaching evaluation.

.- Applied Analysis of Probability Theory and Mathematical Statistics in Data Mining.

.- The Application study of data mining technology in education management.

.- Exploration and Research on the diversified reform of experimental teaching methods of animal pathology in Applied Undergraduate Colleges.

.- Analysis on the teaching effect of college students based on data mining algorithm.

.- Application of Data Mining of Preschool Teachers' Information Literacy Based on Fuzzy Clustering.

.- College student reader model and its reading recommendation algorithm based on Data Mining.

.- Construction and Application of Digital College English Teaching Resources on the Basis of Data Mining.

.- Analysis and research of emotional education on College Students' Education Management under data mining technology.

.- Construction of Higher Vocational English autonomous learning information system based on Data Mining.

.- Design of college students management information system based on data mining technology.

.- Comparison of Students' Personality Differences based on Data Mining and its Application in the Innovation of Physical Education Teaching Methods.

.- Data Construction of Music Culture Communication Based on Data Mining Technology.

.- Data Mining of Chinese Language and Literature Education Based on Diversified Constraint Model.

.- Application of Data Mining in Physical Education experiment Teaching Guidance.

.- Research on data mining algorithm in university management informatization level evaluation model.

.- Research on the application of data mining technology in the quality data of technical college students in Higher vocational colleges.

.- Design and Implementation of Innovation and Entrepreneurship Experience System for College Students Based on Support Vector Machine.

.- The Construction of the Improvement System of Ideological, Political and Educational Effects of College Physical Education Courses Based on Data Discovery.

.- The Application of Intelligent Algorithms in English Teaching.

.- Implementation of Online+Offline Hybrid System for Tourism English Teaching Based on Sparse Clustering Algorithm.

.- Design and Implementation of Key Modules of English Teaching System Based on J2EE.

.- Design of higher vocational public English teaching platform based on genetic algorithm.

.- Evaluation of Business English Teaching Mode in the Context of Large Model Sample.

.- Evaluation of College English Teaching Quality Based on AHP and GWO-ELM.

.- Research on Informatization Practice of Constructive English Learning Platform Based on RBF Algorithm.

.- The Analysis of Course Ideology and College English "Online + Offline" Teaching Mode Based on the Internet.

.- Design and Implementation of an English Teaching System Based on Virtual Environment Technology.

.- Design of Intelligent Recognition English Translation Model Based on Improved GLR Algorithm.

.- Reconstruction and Practice of Higher Vocational English Cassroom Ecosystem Based on AHPAlgorithm.

.- Research on Interactive English grammar learning system based on Android platform.

.- Computer aided English curriculum design in Higher Vocational Colleges.

.- Design and implementation of english listening teaching system based on virtual environment technology.

.- Research on "online and offline" English teaching mode based on Internet.

.- English Experiential Teaching Scheme Based on Computer VR Technology.

.- Research on the Ecological Model of Mixed Assisted Instruction of College English Based on "Internet plus" Technology.

.- System Design of English Curriculum Based on Virtual Technology.

.- Exploration of information practice of constructive English learning platform based on ant colony algorithm.

.- The Analysis of College English Scheduling Problems Based on Ant Colony Algorithm.

.- Allocation of Teaching Resources in Distance English Education Based on Multiple Constraints Model.

.- Research on English grammar error correction algorithm based on classification model.

.- Analysis on Intertextuality Mining of News English Based on Computer Corpus.

.- College English Teaching Ecosystem Based on ML Algorithm.

.- Constructing College English Virtual Learning Platform Based on Computer Technology.

.- An evaluation model of Higher Vocational English teaching effect based on particle swarm optimization and support vector machine.

.- Construction of business English needs analysis model based on computer corpus.

.- Construction of English Communication Virtual Simulation Training Instructional Resources Based on Collaborative Filtering Algorithm.

.- Construction of English Teaching Corpus Based on DM Technology in "internet +" Era.

.- Design and Implementation of College English Listening Learning System Based on Android Platform.

.- Construction of Multiple Intelligence Push English Teaching Model Based on Service-Oriented Architecture.

.- Corpus-based automatic integrated scoring algorithm for English composition.

.- Research on spoken English evaluation algorithm based on fuzzy measure and speech recognition technology.

.- Research on the construction of dynamic model of college english blended learning based on learning analysis.

.- Research on Application Platform of College English Teaching Based on Hadoop Data Bus.

.- Design and Implementation of College English Teaching Quality Evaluation.

.- Design and development of English learning platform information system.

.- Design and Implementation of Online College English Teaching Based on OBE.

.- Information design of a constructive English learning platform for deep learning.

.- Development of English Online Examination System Based on Computer Technology.

.- Web based course English online learning system.

.- Development and maintenance of a constructive English learning platform based on neural network.

.- The information practice of the constructive English learning platform based on the genetic algorithm.