Combining Multiple Evidence from Different Properties of Weighting Schemes.

Joon Ho Lee: Combining Multiple Evidence from Different Properties of Weighting Schemes. SIGIR 1995: 180-188

@inproceedings{DBLP:conf/sigir/Lee95,
  author    = {Joon Ho Lee},
  editor    = {Edward A. Fox and
               Peter Ingwersen and
               Raya Fidel},
  title     = {Combining Multiple Evidence from Different Properties of Weighting
               Schemes},
  booktitle = {SIGIR'95, Proceedings of the 18th Annual International ACM SIGIR
               Conference on Research and Development in Information Retrieval.
                Seattle, Washington, USA, July 9-13, 1995 (Special Issue of
               the SIGIR Forum)},
  publisher = {ACM Press},
  year      = {1995},
  isbn      = {0-89791-714-6},
  pages     = {180-188},
  ee        = {db/conf/sigir/Lee95.html},
  crossref  = {DBLP:conf/sigir/95},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

BibTeX

Abstract

It has been known that using different representations of either queries or documents, or different retrieval techniques retrieves different sets of documents. Recent work suggests that significant improvements in retrieval performance can be achieved by combining multiple representations or multiple retrieval techniques. In this paper we propose a simple method for retrieving different documents within a single query representation, a single document representation and a single retrieval technique. We classify the types of documents, and describe the properties of weighting schemes. Then, we explain that different properties of weighting schemes may retrieve different types of documents. Experimental results show that significant improvements can be obtained by combining the retrieval results from different properties of weighting schemes.

Copyright © 1995 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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BibTeX

Printed Edition

Edward A. Fox, Peter Ingwersen, Raya Fidel (Eds.): SIGIR'95, Proceedings of the 18th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Seattle, Washington, USA, July 9-13, 1995 (Special Issue of the SIGIR Forum). ACM Press 1995, ISBN 0-89791-714-6
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Referenced by

Wendy Chang, Gholamhosein Sheikholeslami, Jia Wang, Aidong Zhang: Data Resource Selection in Distributed Visual Information Systems. IEEE Trans. Knowl. Data Eng. 10(6): 926-946(1998)
Joon Ho Lee: Combining Multiple Evidence from Different Relevant Feedback Networks. DASFAA 1997: 421-430

BibTeX

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