ISSN 2394-5125
 

Research Article 


A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING

Sumita Gupta, Neelam Duhan, Poonam Bansal.

Abstract
It is a vital task to rank the digital documents in digital libraries due to an exponential growth of
digital information and need of users. Ranking mechanism plays an important role in digital libraries as it
enables the user to find the desired document efficiently. Various ranking algorithms have been proposed based
on different measures like number of citations to a research paper, content of paper, impact factor of publication
venue, published year of the paper, bookmarks etc. But, these existing ranking algorithms sometimes provide
irrelevant results due to certain shortcomings, which indicate a scope for further improvement in ranking
mechanisms. In this paper, an optimized ranking algorithm is proposed that carries out static as well as dynamic
ranking to rank the documents in digital libraries. The proposed algorithm considers the citations of the paper,
bookmarks of the paper, userís feedback and clustering process for ranking. An optimized approach is being
proposed which provides sorted search result list in cluster form against the userís query.

Key words: Digital library, Page Rank, Search engine, Query Processing, Web Mining


 
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How to Cite this Article
Pubmed Style

Sumita Gupta, Neelam Duhan, Poonam Bansal. A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING. JCR. 2020; 7(19): 184-194. doi:10.31838/jcr.07.19.19


Web Style

Sumita Gupta, Neelam Duhan, Poonam Bansal. A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING. http://www.jcreview.com/?mno=102038 [Access: September 14, 2020]. doi:10.31838/jcr.07.19.19


AMA (American Medical Association) Style

Sumita Gupta, Neelam Duhan, Poonam Bansal. A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING. JCR. 2020; 7(19): 184-194. doi:10.31838/jcr.07.19.19



Vancouver/ICMJE Style

Sumita Gupta, Neelam Duhan, Poonam Bansal. A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING. JCR. (2020), [cited September 14, 2020]; 7(19): 184-194. doi:10.31838/jcr.07.19.19



Harvard Style

Sumita Gupta, Neelam Duhan, Poonam Bansal (2020) A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING. JCR, 7 (19), 184-194. doi:10.31838/jcr.07.19.19



Turabian Style

Sumita Gupta, Neelam Duhan, Poonam Bansal. 2020. A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING. Journal of Critical Reviews, 7 (19), 184-194. doi:10.31838/jcr.07.19.19



Chicago Style

Sumita Gupta, Neelam Duhan, Poonam Bansal. "A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING." Journal of Critical Reviews 7 (2020), 184-194. doi:10.31838/jcr.07.19.19



MLA (The Modern Language Association) Style

Sumita Gupta, Neelam Duhan, Poonam Bansal. "A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING." Journal of Critical Reviews 7.19 (2020), 184-194. Print. doi:10.31838/jcr.07.19.19



APA (American Psychological Association) Style

Sumita Gupta, Neelam Duhan, Poonam Bansal (2020) A NOVEL APPROACH FOR DIGITAL LIBRARY SEARCH RESULTS REPRESENTATION USING CLUSTERING AND RANKING. Journal of Critical Reviews, 7 (19), 184-194. doi:10.31838/jcr.07.19.19