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Fuzzy temporal and spatial reasoning for intelligent information retrieval

Published:23 July 2007Publication History

ABSTRACT

Temporal and spatial information in text documents is often expressed in a qualitative way. Moreover, both are frequently affected by vagueness, calling for appropriate extensions of traditional frameworks for qualitative reasoning about time and space. Our research aims at defining such extensions based on fuzzy set theory, and applying the resulting frameworks to two important kinds of intelligent information retrieval, viz. temporal question answering and geographic information retrieval.

References

  1. J.F. Allen. Maintaining knowlegde about temporal intervals. Communications of the ACM, 26(11):832--843, 1983. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. D.A. Randell, Z. Cui and A.G. Cohn. A spatial based on regions and connection. In Proceedings 3rd International Conference on Knowledge Representation and Reasoning, pages 165--176,Google ScholarGoogle Scholar
  3. S. Schockaert, C. Cornelis, M. De Cock, and Fuzzy spatial relations between vague regions. Proceedings of the 3rd IEEE Conference on Intelligent Systems, pages 221--226, 2006.Google ScholarGoogle ScholarCross RefCross Ref
  4. S. Schockaert, M. De Cock, and E. Kerre. Qualitative temporal reasoning about vague events. In Proceedings of the 20th International Joint Conference on Artificial Intelligence, pages 569--574, 2007. Google ScholarGoogle ScholarDigital LibraryDigital Library
  5. S. Schockaert, M. De Cock, and E. Kerre. Fuzzifying Allen's temporal interval relations. IEEE Transactions on Fuzzy Systems, to appear. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. S. Schockaert and M. De Cock. Reasoning about Vague Topological Information. Submitted.Google ScholarGoogle Scholar

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  1. Fuzzy temporal and spatial reasoning for intelligent information retrieval

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        • Published in

          cover image ACM Conferences
          SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
          July 2007
          946 pages
          ISBN:9781595935977
          DOI:10.1145/1277741

          Copyright © 2007 ACM

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          Association for Computing Machinery

          New York, NY, United States

          Publication History

          • Published: 23 July 2007

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