User-Oriented Document Clustering: A Framework for Learning in Information Retrieval.

Jitender S. Deogun, Vijay V. Raghavan: User-Oriented Document Clustering: A Framework for Learning in Information Retrieval. SIGIR 1986: 157-163

@inproceedings{DBLP:conf/sigir/DeogunR86,
  author    = {Jitender S. Deogun and
               Vijay V. Raghavan},
  title     = {User-Oriented Document Clustering: A Framework for Learning in
               Information Retrieval},
  booktitle = {SIGIR'86, Proceedings of the 9th Annual International ACM SIGIR
               Conference on Research and Development in Information Retrieval,
                Pisa, Italy, September 8-10, 1986},
  publisher = {ACM},
  year      = {1986},
  pages     = {157-163},
  ee        = {db/conf/sigir/DeogunR86.html},
  crossref  = {DBLP:conf/sigir/86},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

BibTeX

Abstract

In information retrieval, cluster analysis is an important tool employed to enhance both efficiency and effectiveness of the retrieval process. Most clustering algorithms have difficulty in reflecting the closeness of documents as perceived by the user. A two phase scheme for document clustering, whose results reflect the "conceptual" clusters that are perceived by the user of the retrieval system, is proposed. Since the clusters obtained by this scheme are not characterized in terms of the document representations, a strategy for cluster searching is also developed. Both the proposed document clustering scheme and document searching strategy are experimentally evaluated using a test collection from the SMART system. The preliminary experimental results obtained are very encouraging.

Copyright © 1986 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.

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SIGIR'86, Proceedings of the 9th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Pisa, Italy, September 8-10, 1986. ACM 1986
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Referenced by

Kenji Hatano, Ryouichi Sano, Yiwei Duan, Katsumi Tanaka: An Interactive Classification of Web Documents by Self-Organizing Maps and Search Engines. DASFAA 1999: 35-42

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