Information Filtering Based on User Behaviour Analysis and Best Match Text Retrieval.

Masahiro Morita, Yoichi Shinoda: Information Filtering Based on User Behaviour Analysis and Best Match Text Retrieval. SIGIR 1994: 272-281

@inproceedings{DBLP:conf/sigir/MoritaS94,
  author    = {Masahiro Morita and
               Yoichi Shinoda},
  editor    = {W. Bruce Croft and
               C. J. van Rijsbergen},
  title     = {Information Filtering Based on User Behaviour Analysis and Best
               Match Text Retrieval},
  booktitle = {Proceedings of the 17th Annual International ACM-SIGIR Conference
               on Research and Development in Information Retrieval. Dublin,
               Ireland, 3-6 July 1994 (Special Issue of the SIGIR Forum)},
  publisher = {ACM/Springer},
  year      = {1994},
  isbn      = {3-540-19889-X},
  pages     = {272-281},
  ee        = {db/conf/sigir/MoritaS94.html},
  crossref  = {DBLP:conf/sigir/94},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

BibTeX

Abstract

Information filtering systems have potential power that may provide an efficient means of navigating through large and diverse data space. However, current information filtering technology heavily depends on a user's active participation for describing the user's interest to information items, forcing the user to accept extra load to overcome thealready loaded situation. Furthermore, because the user's interests are often expressed in discrete format such as a set of keywords sometimes augmented with if-then rules, it is difficult to express ambiguous interests, which users often want to do. We propose a technique that uses user behavior monitonng to transparently capture the user's interest in information, and a technique to use this interest to filter incoming information in a very efficient way. The proposed techniques are verified to perform very well by having conducted a field experiment and a series of simulation.

Copyright © 1994 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

W. Bruce Croft, C. J. van Rijsbergen (Eds.): Proceedings of the 17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Dublin, Ireland, 3-6 July 1994 (Special Issue of the SIGIR Forum). ACM/Springer 1994, ISBN 3-540-19889-X
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Referenced by

Andreas Paepcke, Hector Garcia-Molina, Gerard Rodríguez-Mulà, Junghoo Cho: Beyond Document Similarity: Understanding Value-Based Search and Browsing Technologies. SIGMOD Record 29(1): 80-92(2000)

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