Query Modification and Expansion in a Network with Adaptive Architecture.

K. L. Kwok: Query Modification and Expansion in a Network with Adaptive Architecture. SIGIR 1991: 192-201

@inproceedings{DBLP:conf/sigir/Kwok91,
  author    = {K. L. Kwok},
  editor    = {Abraham Bookstein and
               Yves Chiaramella and
               Gerard Salton and
               Vijay V. Raghavan},
  title     = {Query Modification and Expansion in a Network with Adaptive Architecture},
  booktitle = {Proceedings of the 14th Annual International ACM SIGIR Conference
               on Research and Development in Information Retrieval. Chicago,
               Illinois, USA, October 13-16, 1991 (Special Issue of the SIGIR
               Forum)},
  publisher = {ACM},
  year      = {1991},
  isbn      = {0-89791-448-1},
  pages     = {192-201},
  ee        = {db/conf/sigir/Kwok91.html},
  crossref  = {DBLP:conf/sigir/91},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

BibTeX

Abstract

This paper shows how a network view of probabilistic information indexing and retrieval with components may implement query expansion and modification (based on user relevance feedback) by growing new edges and adapting weights between queries and terms of relevant documents. Experimental results with two collections and partial feedback confirm that the process can lead to much improved performance. Learning from irrelvant documents however was not effective.

Copyright © 1991 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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Abraham Bookstein, Yves Chiaramella, Gerard Salton, Vijay V. Raghavan (Eds.): Proceedings of the 14th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Chicago, Illinois, USA, October 13-16, 1991 (Special Issue of the SIGIR Forum). ACM 1991, ISBN 0-89791-448-1
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