Intelligent information retrieval using fuzzy approach

P. Baranyi, T. D. Gedeon, L. Kóczy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

One of the main types of information retrieval systems produces a word frequency measure estimated by some important parts of the document using neural network approaches. This paper reports a fuzzy logic algorithm for this task. It is specialized considering the main difficulties of these kinds of applications, namely, the calculation time complexity. It will be pointed out that the calculation, hence, the learning time is much reduced applying the new algorithm, however, the result is significantly improved compared to the former approaches, which offer a possibility to increase the number of considered words, hence, improve the effectiveness of information filtering systems.

Original languageEnglish
Title of host publicationProceedings of the IEEE International Conference on Systems, Man and Cybernetics
PublisherIEEE
Pages1984-1989
Number of pages6
Volume2
Publication statusPublished - 1998
EventProceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 2 (of 5) - San Diego, CA, USA
Duration: Oct 11 1998Oct 14 1998

Other

OtherProceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 2 (of 5)
CitySan Diego, CA, USA
Period10/11/9810/14/98

Fingerprint

Information retrieval
Information filtering
Information retrieval systems
Fuzzy logic
Neural networks

ASJC Scopus subject areas

  • Hardware and Architecture
  • Control and Systems Engineering

Cite this

Baranyi, P., Gedeon, T. D., & Kóczy, L. (1998). Intelligent information retrieval using fuzzy approach. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (Vol. 2, pp. 1984-1989). IEEE.

Intelligent information retrieval using fuzzy approach. / Baranyi, P.; Gedeon, T. D.; Kóczy, L.

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2 IEEE, 1998. p. 1984-1989.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Baranyi, P, Gedeon, TD & Kóczy, L 1998, Intelligent information retrieval using fuzzy approach. in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. vol. 2, IEEE, pp. 1984-1989, Proceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 2 (of 5), San Diego, CA, USA, 10/11/98.
Baranyi P, Gedeon TD, Kóczy L. Intelligent information retrieval using fuzzy approach. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2. IEEE. 1998. p. 1984-1989
Baranyi, P. ; Gedeon, T. D. ; Kóczy, L. / Intelligent information retrieval using fuzzy approach. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 2 IEEE, 1998. pp. 1984-1989
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