Distributed Representations in a Text Based Information Retrieval System: A New Way of Using the Vector Space Model.

Richard F. E. Sutcliffe: Distributed Representations in a Text Based Information Retrieval System: A New Way of Using the Vector Space Model. SIGIR 1991: 123-132

@inproceedings{DBLP:conf/sigir/Sutcliffe91,
  author    = {Richard F. E. Sutcliffe},
  editor    = {Abraham Bookstein and
               Yves Chiaramella and
               Gerard Salton and
               Vijay V. Raghavan},
  title     = {Distributed Representations in a Text Based Information Retrieval
               System: A New Way of Using the Vector Space Model},
  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     = {123-132},
  ee        = {db/conf/sigir/Sutcliffe91.html},
  crossref  = {DBLP:conf/sigir/91},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

BibTeX

Abstract

In this paper we discuss how the Vector Space Model of Information Retrieval can be used in a new way by combining connectionist ideas about distributed representations with the concept of propositional structure (semantic case structure) derived from mainstream Natural Language Understanding research. We show how distributed representations may be used to capture both amorphous concept representations and propositional structures and we discuss a prototype Information Retrieval system, PELICAN, which has been constructed in order to experiment with these ideaa.

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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