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Retrieval of Web Documents Using a Fuzzy Hierarchical Clustering

by Komal Kumar Bhatia, Nidhi Tyagi, Deepti Gupta
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 5 - Number 6
Year of Publication: 2010
Authors: Komal Kumar Bhatia, Nidhi Tyagi, Deepti Gupta
10.5120/921-1299

Komal Kumar Bhatia, Nidhi Tyagi, Deepti Gupta . Retrieval of Web Documents Using a Fuzzy Hierarchical Clustering. International Journal of Computer Applications. 5, 6 ( August 2010), 4-8. DOI=10.5120/921-1299

@article{ 10.5120/921-1299,
author = { Komal Kumar Bhatia, Nidhi Tyagi, Deepti Gupta },
title = { Retrieval of Web Documents Using a Fuzzy Hierarchical Clustering },
journal = { International Journal of Computer Applications },
issue_date = { August 2010 },
volume = { 5 },
number = { 6 },
month = { August },
year = { 2010 },
issn = { 0975-8887 },
pages = { 4-8 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume5/number6/921-1299/ },
doi = { 10.5120/921-1299 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T19:53:31.117141+05:30
%A Komal Kumar Bhatia
%A Nidhi Tyagi
%A Deepti Gupta
%T Retrieval of Web Documents Using a Fuzzy Hierarchical Clustering
%J International Journal of Computer Applications
%@ 0975-8887
%V 5
%N 6
%P 4-8
%D 2010
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The World Wide Web has huge amount of information that is retrieved using information retrieval tool like Search Engine. Page repository of Search Engine contains the web documents downloaded by the crawler. This repository contains variety of web documents from different domains. In this paper, a technique called “Retrieval of Web documents using a fuzzy hierarchical clustering” is being proposed that creates the clusters of web documents using fuzzy hierarchical clustering.

References
  1. Agosti, M., Crestani, F., & Pasi, G, “Lectures on information retrieval”. Lecture notes in computer science 1, (2001).
  2. Alltheweb. (2004). Available: http://www.alltheweb.com.
  3. Alsabti, K., Ranka, S., & Singh, V, “An efficient K-means clustering algorithm”, In Proceedings of the 11th international parallel processing symposium (IPPS), (1998).
  4. Baeza-Yates, R., & Ribeiro-Neto, B., “Modern information retrieval”, Addison-Wesley, 1999.
  5. Bailey, P., Craswell, N., & Hawking, D. , “Engineering a multi-purpose test collection for Web retrieval experiments”, Information Processing and Management, 39, 853–871,2003.
  6. Deepti Gupta , Komal Kumar Bhatia, A. K. Sharma “A Novel Indexing Technique For Web Documents Using Hierarchical Clustering”, Vol. 9 No. 9 pp. 168-175 September 30, 2009.
  7. D.R.Cutting, D.R.Karger, J.O.Pedersen And J.W.Tukey. Scatter/Gather: “Cluster-Based Approach To Browsing Large Document Collections”, In Proceedings Of The 15th International Acm Sigir Conference On Research And Development In Information Retrieval, Pages 318-29,1992.
  8. Els Lefever, Timur Fayruzov, Veronique Hoste1, Martine De Cock, “Fuzzy Ants Clustering For Web People Search”, 3 April 20-24, 2009, Madrid, Spain.
  9. Google. (2004). Available: http://www.google.com.
  10. Klir, G., & Yuan, B., “Fuzzy sets and fuzzy logic: theory and applications”. UK: Prentice-Hall, (1995).
  11. P.Willet, “Recent Trends In Hierarchical Document Clustering: A Critical Review”, Information Processing And Management,24: 577-97,1988.
  12. Torra , Sadaaki Miyamoto , Sergi Lanau, “Exploration Of Textual Document Archives Using A Fuzzy Hierarchical Clustering Algorithm In The Gambal System”,Information Processing And Management 41 (2005) 587–598.
  13. Torra, V., Lanau, S., & Miyamoto, S., “Fuzzy clustering for indexing in the GAMBAL information retrieval system”, In Proceedings of the EUSFLAT 2003 (pp. 54–58). Zittau, Germany.
  14. Torra, V., & Miyamoto, S., “Hierarchical Spherical Clustering” , International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 10(2), 157–172.
  15. Torra, V., & Miyamoto, S., “On increasing the performance of spherical Sammon_s mapping”, In Proceedings of the 7th meeting of the EURO working group on fuzzy sets, workshop on information systems (pp. 17–22).
Index Terms

Computer Science
Information Sciences

Keywords

Search Engine Web documents Fuzzy Hierarchical Clustering

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