A Knowledge Diffusion Model in Autonomous Learning Under Multiple Networks for Personalized Educational Resource Allocation

Learners' autonomous learning is at the heart of modern education, and the convenient network brings new opportunities for it. We notice that learners mainly use the combination of online and offline learning methods to complete the entire autonomous learning process, but most of the existing m...

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Bibliographic Details
Published in:	IEEE transactions on learning technologies Vol. 14; no. 4; pp. 430 - 444
Main Authors:	Wan, Pengfei, Wang, Xiaoming, Lin, Yaguang, Pang, Guangyao
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.08.2021 Institute of Electrical and Electronics Engineers, Inc The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Autonomous learning Blended Learning Complexity theory Conventional Instruction Customization Diffusion Distance learning Education Educational Resources Efficiency Electronic Learning Independent Study Internet knowledge diffusion Knowledge engineering knowledge sharing Learning Processes Learning Strategies Learning systems Machine learning Mathematics Networks Personal Autonomy personalized e-learning Resource allocation resource allocation algorithm Resource management Social networking (online) Student Needs
ISSN:	1939-1382, 2372-0050
Online Access:	Get full text
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