NDLI: A Novel Application Framework for Educational Data Mining Towards Automated Learning System

Content Provider	IEEE Xplore Digital Library
Author	Murugananthan, V. Shivakumar, B.L.
Copyright Year	2014
Description	Author affiliation: Sri Ramakrishna Eng. Coll. R&D Centre, Bharathiar Univ., Coimbatore, India (Murugananthan, V.) \|\| Sri Ramakrishna Eng. Coll., Coimbatore, India (Shivakumar, B.L.)
Abstract	Educational Data mining (EDM) is playing a vital role in education management system as well in course management system with its theoretical and practical aspects. Here the system can store enormous amount of information about the peoples who are so called learners and learning creativities. Since resources available for learning creativities are vast and huge, hence the Data mining usage is necessary. The maxim of our work is to propose an automated learning system in EDM to accomplish the appropriate learning CMS to the learners. Our proposed system is deployed in application of EDM for the University in order to automate the whole eLearning CMS system with an aggregate of 350 faculties and 8500+ learners. We have achieved our result through a cluster developed using RHadoop and association of binded resources using Rapid miner 5.0. Here various DM techniques were adopted and trained in order to achieve higher accuracy rate.
Starting Page	148
Ending Page	152
File Size	199002
Page Count	5
File Format	PDF
ISBN	9781479939664
DOI	10.1109/ICICA.2014.40
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-03-06
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Learning systems Elearn Electronic learning EDS OLS CMS Educational institutions Data models Data mining Indexes
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
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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