A Methodology of the Information Retrieval System Using Fuzzy Connection Matrix and Document Connectivity Order


The Transactions of the Korea Information Processing Society (1994 ~ 2000), Vol. 3, No. 5, pp. 1160-1169, Sep. 1996
10.3745/KIPSTE.1996.3.5.1160,   PDF Download:

Abstract

In this study, an experiment of information retrieval using fuzzy connection matrix of keywords was conducted. a query for retrieval was constructed from each keyword and Boolean operator such as AND, OR, NOT. In a workstation environment, the performance of the fuzzy retrieval system was proved to be considerably effective than that of the system using the crisp set theory. And both recall ratio and precision ratio showed that the proposed technique would be a possible alternative in future information retrieval. Some special features of this experimental system were ranking the results in the order of connectivity, making the retrieval results correspond flexibly by changing the threshold value, trying to accord the retrieval process with the retrieval semantics by treating the averse-connectivity(fuzzy value) as a semantic approximation between keywords.


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Cite this article
[IEEE Style]
K. B. Ki, K. Chul, L. S. Chai, "A Methodology of the Information Retrieval System Using Fuzzy Connection Matrix and Document Connectivity Order," The Transactions of the Korea Information Processing Society (1994 ~ 2000), vol. 3, no. 5, pp. 1160-1169, 1996. DOI: 10.3745/KIPSTE.1996.3.5.1160.

[ACM Style]
Kim Byung Ki, Kim Chul, and Lee Seung Chai. 1996. A Methodology of the Information Retrieval System Using Fuzzy Connection Matrix and Document Connectivity Order. The Transactions of the Korea Information Processing Society (1994 ~ 2000), 3, 5, (1996), 1160-1169. DOI: 10.3745/KIPSTE.1996.3.5.1160.