Application of Big Data, Blockchain, and Internet of Things for Education Informatization

Third EAI International Conference, BigIoT-EDU 2023, August 29-31, 2023, Liuzhou, China, Proceedings, Part IV

Buch | Softcover

XIX, 641 Seiten

2024
Springer International Publishing (Verlag)
978-3-031-63138-2 (ISBN)

Artikel merken

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.

.- 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.<

Erscheinungsdatum	02.07.2024
Reihe/Serie	Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Zusatzinfo	XIX, 641 p. 237 illus., 146 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Artificial Intelligence • Association Rules • Computer Hardware • Computer Networks • Computer Science • Computer systems • Curricula • Databases • Data Mining • Education • E-Learning • Engineering • information systems • Information Technology • Internet • learning • machine learning • Mathematics • Signal Processing • Teaching Practices
ISBN-10	3-031-63138-2 / 3031631382
ISBN-13	978-3-031-63138-2 / 9783031631382
Zustand	Neuware