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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | An Enhanced and Improved Methodology for performing Document Clustering |
| Authors Name: | Aayushi rathore , Prof. Balwant Prajapat |
| Unique Id: | IJSDR1705023 |
| Published In: | Volume 2 Issue 5, May-2017 |
| Abstract: | Keeping similar documents together is crucial for the purpose of document organization, summarization, topic extraction and information retrieval in an efficient way. Initially, clustering is applied for enhancing the information retrieval techniques. Of late, clustering techniques have been applied in the areas which involve browsing the gathered data or in categorizing the outcome provided by the search engines for the reply to the query raised by the users. In this paper, we are providing a methodology for more accurate document clustering. The experimental results have shown that the clustering accuracy cum purity of the proposed technique is better than that of the present clustering technique |
| Keywords: | Document clustering, preprocessing, improved clustering method, term frequency, Euclidian distance |
| Cite Article: | "An Enhanced and Improved Methodology for performing Document Clustering", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.2, Issue 5, page no.118 - 121, May-2017, Available :http://www.ijsdr.org/papers/IJSDR1705023.pdf |
| Downloads: | 000337071 |
| Publication Details: | Published Paper ID: IJSDR1705023 Registration ID:170277 Published In: Volume 2 Issue 5, May-2017 DOI (Digital Object Identifier): Page No: 118 - 121 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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