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Research Article

A Systematic Mapping Using SVD and TF-IDF on NPTEL- SWAYAM Courses Retrieval by Keyword Search

Amrish K N1 Adithya B2 Sujithra M3
12Department of Computing – Data Science, Coimbatore Institute of Technology, Coimbatore , Tamil Nadu, India. 3 Assistant Professor, Department of Computing – Data Science, Coimbatore Institute of Technology, Coimbatore, Tamil Nadu, India.

Published Online: November-December 2022

Pages: 115-117

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Abstract

Abstract: SWAYAM is a programme initiated by Government of India and designed to achieve the three cardinal principles of Education Policy viz., access, equity and quality. The objective of this effort is to take the best teaching learning resources to all, including the most disadvantaged. SWAYAM seeks to bridge the digital divide for students who have hitherto remained untouched by the digital revolution and have not been able to join the mainstream of the knowledge economy. SWAYAM conducts on-line certification courses on a variety of subjects for which exams are held every semester in the Computer Based Mode or in hybrid mode, i.e. CBT mode and paper pen mode. Information retrieval techniques like TF-IDF, SVD is used for efficient retrieval of documents.

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