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 IV
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: 641
• Erscheinungstermin: 30. Juni 2024
• Englisch
• ISBN-13: 9783031631399
• Artikelnr.: 72243013

Inhaltsangabe

.- Research on Smart Teaching in Deep Learning.

.- Intelligent adjustment model and algorithm implementation of English teaching content based on
deep learning.

.- Application of deep learning in dance teaching.

.- Optimization Model of College Chinese Education Resources Based on Ant Colony arithmetic.

.- Oral Simulation Headmold Teaching System Based on Digital Virtual Simulation.

.- The whole process education management system based on machine learning algorithm.

.- Design and Application of College Music Education Management Platform under Genetic Algorithm.

.- Research on piano harmony automatic orchestration system based on deep learning.

.- Research on soccer player tracking algorithm based on deep learning.

.- Deep Learning-based Personalized Course Content Push Algorithm for Embedded Professional Teaching.

.- Design and Simulation of Intelligent Matching Algorithm for Online Primary School Mathematics Curriculum Based on Deep Learning.

.- Architecture Design of Intelligent Education and Teaching System Based on Machine Learning Algorithm.

.- Construction and application of machine learning algorithm in mental health teacher competency model.

.- College student mental health analysis based on machine learning algorithm.

.- Construction and Optimization of Japanese Instructional Management System Based on Genetic Algorithm.

.- Design and application of school-enterprise cooperation system platform based on genetic algorithm.

.- Construction of Music Assisted Instruction System Based on Genetic Algorithm.

.- Design and Implementation of Intelligent Teaching Management Information System Based on Genetic Algorithm.

.- Deep learning of the management information system design platform for higher vocational colleges.

.- Research and application of recommendation algorithms in personalized intelligent education.

.- Collaborative Filtering Recommendation Algorithm and Recommendation System for College Students' Employment.

.- Modeling and Analysis of Digital Education Resources Sharing Based on Improved Collaborative Filtering Algorithm.

.- The Construction of Performance Prediction Model of Ideological and Political Education Based on Feature Extraction Algorithm.

.- Design and implementation of college student volunteer service platform based on collaborative filtering algorithm.

.- Personalized song recommendation system based on vocal characteristics.

.- Adaptive Recommendation Algorithm of English Reading Learning Resources Based on Collaborative Filtering.

.- Multi-dimensional approaches to the cultivation of craftsman spirit in colleges and universities under the technology of algorithm recommendation.

.- Research on collaborative education course recommendation model of Vocational Education Learning Platform Based on collaborative filtering algorithm.

.- Research and implementation of music recommendation system based on particle swarm algorithm.

.- Development Strategy of Micro-course Resources in Higher Vocational Computer Education Based on Collaborative Filtering Algorithm.

.- Application of cloud computing in intelligent teaching resource library.

.- The Construction of College English Teaching Resource Bank Based on Cloud Computing Technology.

.- Research and application of big data preschool music education platform under "cloud computing".

.- The Construction of College Chinese Curriculum Resources Based on Cloud Computing and Clustering Algorithm.

.- Application of cloud computing in the industrialization system construction of mountain outdoor teaching base.

.- The model of distance learning resource library for literature teaching based on cloud computing.

.- Retrieval algorithm model of music preschool teaching resources based on cloud platform resources.

.- Set Intersection Computing Based on Privacy Protection of Cloud Platform in Teaching Data State Database.

.- Research on the Storage of National Drama Culture Resources Based on Cloud Platform.

.- Development and application of intraoral Science Microcourses based on cloud platform.

.- Implementation of college educational administration and student management system based on B / S.

.- The Design and Implementation of the Fine Art Teaching System Based on B/S Structure.

.- Teaching mode of "online and offline" human resource management based on Internet.

.- Basic database and integrated management service platform of preschool education based on Cloud Computing.

.- Establish efficient education management data warehouse system.

.- Design, research and practice of blockchain based smart education cloud platform.

.- Development and application of college party construction ideological and political network education platform based on Service-Oriented Architecture.

.- Application research of computer-aided online intelligent teaching.

.- Realization of Computer Course Scheduling Algorithm in Higher Vocational Colleges Based on ML.

.- The Teaching Reform of Animal Pathology Course in Application Oriented Universities Based on Computer Technology.

.- Analysis of computer image processing technology based on intelligent optimization algorithm.

.- The commercialized operation mode of training applied talents of Business Administration Major in Colleges and Universities Based on computer technology.

.- Online Teaching System of National Music Theory Course Based on Mobile Terminal.

.- A Study of Phonetic Conversion in German Online Learning System.

.- Design and implementation of online dance teaching system.

.- Practical teaching system of nursing teaching integration in Colleges and Universities under the background of educational informatization.

.- Construction of practical teaching platform of College Physics Education under the background of information technology.

.- Application study of Virtual reality technology assisted training in college Physical Education.

.- Application of virtual simulation technology in experimental teaching of emergency nursing.

.- Application of virtual reality technology and immersive experiential learning mode in vascular surgery nursing practice teaching.

.- Dynamic monitoring of sports behavior algorithm of online college physical education student behavior in complex background.

.- Design of learning effect prediction algorithm for primary school Chinese online teaching based on support vector machine model.

.- Development of a Micro-Course App for College Students' Mental Health Education Courses Based on Computer Software Technology.

.- Research on the investigation model of the implementation of mooc/spoc mixed teaching mode in Colleges and Universities Based on computer.

.- Construction of computer-based collaborative evaluation model for labor education in local colleges and Universities.

.- Research on the Construction of E-commerce Course System Based on Computer Internet.

.- The Design and Implementation of Teaching Assistant System for Excellent Courses Based on WEB.

.- Research on the construction of computer-aided dynamic simulation model of labor education evaluation in local colleges and Universities.

.- Research on the innovation of college education model based on the perspective of scientific research in the era of financial media.