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


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Sumita Gupta
Articles by Neelam Duhan
Articles by Poonam Bansal
on Google
on Google Scholar


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: July 15, 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 July 15, 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





Most Viewed Articles
  • ANALYTICAL RESULTS OF SLOPE FAILURE AND EFFECTIVE USE OF FLYCAM DATA: A CASE STUDY FROM KM 11 TO KM 13 ON THE 3B HIGHWAY, BACKAN PROVINCE OF VIETNAM
    VIETHA NGUYEN, HONGTHINH PHI, TRUONGTHANH PHI*
    JCR. 2020; 7(1): 1-5
    » Abstract » doi: 10.22159/jcr.07.01.01

  • ZOOTHERAPY AMONG THE ETHNIC GROUPS OF NORTH EASTERN REGION OF INDIA-A CRITICAL REVIEW
    KHIROD SANKAR DAS, SUDIPTA CHOUDHURY, K. CHANREILA L. NONGLAIT
    JCR. 2017; 4(2): 1-9
    » Abstract » doi: 10.22159/jcr.2017v4i2.14698

  • CADMIUM NANOPARTICLES AND ITS TOXICITY
    RAJNISH GUPTA
    JCR. 2019; 6(5): 1-7
    » Abstract » doi: 10.22159/jcr.2019v6i5.34073

  • RECENT THERAPEUTIC PROGRESS OF CHALCONE SCAFFOLD BEARING COMPOUNDS AS PROSPECTIVE ANTI-GOUT CANDIDATES
    DEBARSHI KAR MAHAPATRA, VIVEK ASATI, SANJAY KUMAR BHARTI
    JCR. 2019; 6(1): 1-5
    » Abstract » doi: 10.22159/jcr.2019v6i1.31760

  • ADVANCES OF HYDRAZONE LINKER IN POLYMERIC DRUG DELIVERY
    SHIVSHANKAR R. MANE
    JCR. 2019; 6(2): 1-4
    » Abstract » doi: 10.22159/jcr.2019v6i2.31833

  • Most Downloaded
  • CADMIUM NANOPARTICLES AND ITS TOXICITY
    RAJNISH GUPTA
    JCR. 2019; 6(5): 1-7
    » Abstract » doi: 10.22159/jcr.2019v6i5.34073

  • Multi Drug Resistance in Cancer Therapy-An Overview
    HARISH KADKOL, VIKAS JAIN, AMIT B PATIL*
    JCR. 2019; 6(6): 1-6
    » Abstract » doi: 10.22159/jcr.2019v6i6.35673

  • AN OVERVIEW ON MEDICINAL PLANTS FOR THE TREATMENT OF ACNE
    D. MANOGNA REDDY, VIKAS JAIN
    JCR. 2019; 6(6): 7-14
    » Abstract » doi: 10.22159/jcr.2019v6i6.35696

  • QUANTITATIVE ANALYSIS OF BIOLOGICAL NITROGEN FIXATION IN VARIOUS MODELS OF LEGUMES AND THE FACTORS INFLUENCING THE PROCESS: A REVIEW
    SAMEER SHARMA, ANIKET MALAGE, SIBI G.
    JCR. 2019; 6(6): 24-28
    » Abstract » doi: 10.22159/jcr.2019v6i6.35637

  • ANALYTICAL RESULTS OF SLOPE FAILURE AND EFFECTIVE USE OF FLYCAM DATA: A CASE STUDY FROM KM 11 TO KM 13 ON THE 3B HIGHWAY, BACKAN PROVINCE OF VIETNAM
    VIETHA NGUYEN, HONGTHINH PHI, TRUONGTHANH PHI*
    JCR. 2020; 7(1): 1-5
    » Abstract » doi: 10.22159/jcr.07.01.01

  • Most Cited Articles
  • ZOOTHERAPY AMONG THE ETHNIC GROUPS OF NORTH EASTERN REGION OF INDIA-A CRITICAL REVIEW
    KHIROD SANKAR DAS, SUDIPTA CHOUDHURY, K. CHANREILA L. NONGLAIT
    JCR. 2017; 4(2): 1-9
    » Abstract » doi: 10.22159/jcr.2017v4i2.14698
    Cited : 1 time [Click to see citing article]