ABSTRACT
A knowledge-based system approach is applied to the design of a document retrieval system for online retrieval of bibliographic material. The main components of the system are a language interface that understands user queries in pseudo natural language (i.e. queries that are restricted to subject domain concepts), a retrieval component that combines the expertise of subject-domain and retrieval experts, a help system that aids users in formulating and reformulating queries, and a user model builder that infers specific user characteristics. A comprehensive mathematical model based on fuzzy sets and fuzzy relations has been defined for the thesaurus and the retrieval mechanism and a prototypical system has been implemented in a modular fashion to test system response to changes in model parameters.
- 1.G. Salton and M.J. YcGill, introduction to Modem Information Retrieval. McGraw-Hill, New York, 1983. Google ScholarDigital Library
- 2.M. Bartschi, "An Overview of information Retrieval Subjects", IEEE Computer, vol. 18, pp. 67-84, May 1985.Google ScholarDigital Library
- 3.C. Bourne and B. Anderson, DIAI/)G Lab Workbook, Lockheed Information Systems, Palo Alto, CA, 1979.Google Scholar
- 4.Bibliographic Retrieval Services, Inc., BRS Bulletin, Schenectady, New York, 1980.Google Scholar
- 5.National Library of Medicine, MEDIARS, The Computerized Literature Retrieval Services of the National Library of Medicine, Publication NIH 79-1286, 1979.Google Scholar
- 6.G. Salton, ed., The SMART Retrieval System - Experiments in Automatic l)ocument Retrieval, Prentice Hall, NJ, 1971. Google ScholarDigital Library
- 7.E.D. Barraelough, "Online Searching on Information Retrieval", Journal of Documentation, vol. 33, pp. 220-238, 1977.Google ScholarCross Ref
- 8.M.J. Bates, "information Search Tactics", Journal ASIS, vol. 30, pp. 205-214, 1979.Google Scholar
- 9.M.J. Bates, "Idea Tactics~', Journal ASIS, vol. 30, pp. 280-289, 1979.Google Scholar
- 10.G. Biswas, J.C. Bezdek, M.M. Marques and V. Subramanian, "Knowledge-Assisted Document Retrieval: I. The Natural Language Interface", in press, journal ASIS, 1986.Google Scholar
- 11.G. Biswas, V. Subramanian and J.C. Bezdek, "A Knowledge-Based System Approach to Document Retrieval", Proc. Second Conf. 0~ Air Applic,.tions ({EEE), Miarni Beach, FL, pp. 455-460, Dec. 1985.Google Scholar
- 12.V. Subramanian, G. Biswas and J.C. Bezdek, "Document Retrieval Using a Fuzzy Knowledge-Based System", Journal of Optical E~gineering, vol. 25, pp. 445-455, 1986.Google Scholar
- 13.G. Biswas, J.C. Bezdek, V. Subramanian and M.M. Marques, "Knowledge-Assisted Document Retrieval: 1I. The Retrieval System", in press, Journat A_SiS, 1986.Google Scholar
- 14.J.C. Bezdek, G. Biswas and L. Huang, "Transitive Closures on Fuzzy Thesauri for Information Retrieval Systems", in press, Intl, gournu/ of M=~-M=chi~e Studies, 1986. Google ScholarDigital Library
- 15.S. Miyamoto, T. Miyake and K. Nakayama, "Generating a Pseudothesaurus for Information Retrieval based on Cooccurences and Fuzzy Set Operations", iEEE Tr~s. on System, Men ~nd Cybe~et~s, vol. SMC-13, pp. 62-70, 1983.Google Scholar
- 16.G.G. Hendrix, E.D. Saeerdoti, D. Sagalowicz and J. Slocum, "Developing a Natural Language Interface to Complex Data", ACM Tr~r~s. on D~tabase Systems'', vol. 3, pp. 105-147, 1978. Google ScholarDigital Library
- 17.P.P. Bonissone and K.S. Decker, "Selecting Uncertainty Calculi and Granularity: An Experiment in Trading Off Precision and Complexity", Tech~~ Report, G.E. Research Labs., Schneetady, NY, 1985.Google Scholar
Index Terms
- A knowledge-based approach to online document retrieval system design
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