NDLI: Design of adaptive learning system based on big data

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Design of adaptive learning system based on big data

Content Provider	ACM Digital Library
Author	Liu, Xiaoxia Sun, Feiqiang Zhai, Lidong Du, Yuejin
Abstract	In1 recent years, with the rise and development of big data technology, research about big data of education has gradually become a hot research. Big data of education is an important means of modernization educational change based on data acquisition and analysis technology. The major applications of big data in education are educational data mining, learning analysis and educational decision-making and so on [1]. With the combination of big data and education, adaptive learning system [2] gradually into our sight. Adaptive learning system is a system that can provide a personalized learning service for learners. The system can recommended personalized learning path and learning resources according to learners' various characteristics and behavioral tendencies, such as learning style, media tendency, interest, cognitive level and so on. This paper aims to design an adaptive learning system based on the big data in education. The system contains four modules: domain module, student module, adaptive recommendation module and visual display module.
Starting Page	1
Ending Page	5
Page Count	5
File Format	PDF
ISBN	9781450352109
DOI	10.1145/3078564.3078571
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2017-08-17
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Adaptive learning Big data Data mining
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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