The analysis of semantic relevance of marine science social tags in information retrieval

Vaidya, P. and Harinarayana, N. S. (2016) The analysis of semantic relevance of marine science social tags in information retrieval. In: International Conference on Big Data and Knowledge Discovery.

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Abstract

Of late, social tagging has become popular trend in information organization. In context of digital resources the tags assigned by users also play vital role in information retrieval. For information discovery the 'terms' used to retrieve the results also depend upon the 'relevancy' or 'weightage' of the keywords. This study investigates 'relevancy ranking' of terms used in the full text of the resource. The common words present in both full text of the article and social tags were considered for the study by employing TF-IDF statistical technique. The results show that it is possible to assign 'weight' to keywords for better results and also determine the significant tags assigned by the user.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Indian Statistical Institute, Bangalore
Subjects: K Library and Information Science > Library and Information Science
Divisions: Department of > Library and Information Science
Depositing User: Arshiya Kousar Library Assistant
Date Deposited: 15 Jul 2019 06:19
Last Modified: 15 Jul 2019 06:19
URI: http://eprints.uni-mysore.ac.in/id/eprint/4741

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