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PERTINENT KNOWLEDGE EXTRACTION FROM A SEMANTIC NETWORK: APPLICATION OF FUZZY SETS THEORY

M. N. OMRI

Department of Technology, Preparatory Institute of Engineering Studies of Monastir, Kairouan Road, 5019 Monastir, Tunisia

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https://doi.org/10.1142/S0218213004001752Cited by:12 (Source: Crossref)

Abstract

In this paper we describe an approach to define flexible Knowledge Extraction Systems able to deal with the inherent vagueness and uncertainty of the Extraction process. We also present a short survey of fuzzy and semantic approaches to knowledge extraction. The goal of such approaches is to address if and how some approaches met their goal.

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References

A. F. Smeaton, The Computer Journal 35(3), 268 (1992). Crossref, Web of Science, Google Scholar
F. Crestani, M. Lalmas, I. Campbell and C. J. van Risbergen, Is this document relevant? A survey of probabilistic models in information retrieval. AGM Computting Survey. In print . Google Scholar
M. N. Omri. C. A. Tijus, S. Poitrenaud and B. Bouchon-Meunier, Fuzzy Sets and Semantic Networks for On-Line Assistance. Proceedings of the Eleven IEEE Conference on Artificial Intelligence Applications. Los-Angeles, (1995) . Google Scholar
M. N. Omri, Fuzzy Interactive System to Use Technical Divices: SIFADE. Ph. D. Dissertation, University Paris VI, Paris, (1994) . Google Scholar
M. N. Omri and N. Chouigui, Linguistic Variables Definition by Membership Function and Measure of Similarity. 14th International Conference on Systems Science. Wroclaw, Poland, (2001) . Google Scholar
M. N. Omri and N. Chouigui, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9(6), 743 (2001). Link, Web of Science, Google Scholar
G. Salton and M. J. McGill , Introduction to modern information retrieval ( McGraw-Hill , New York, NY , 1983 ) . Google Scholar
C. J. Van Rijsbergen , Information Retrieval , 2nd edn. ( Butterworths , London , 1979 ) . Google Scholar
N. Bourbakis, International Journal on Artificial Intelligence Tools 8(1), 19 (1999). Link, Google Scholar
Y. Matsuo, International Journal on Arttficial Intelligence Tools 13(1), 157 (2004). Link, Google Scholar
N. Bourbakis, International Journal on Arttftcial Intelligence Tools 11(4), 513 (2002). Link, Google Scholar
P. Amulfo Azcarragaet al., International Journal on Artt$cial Intelligence Tools 11(2), 219 (2002). Link, Web of Science, Google Scholar
J. Gattiker and N. Bourbakis, Representation of Structural and Functional Knowledge using SPN Graphs, Proc. IEEE Conf. on SEKE 1995, MD . Google Scholar
L. A. Zadeh, Information and control 8, 338 (1965). Crossref, Google Scholar
D. H. Kraft, D. A. and Bueli, International Journal of Man-Machine Studies 19(1), 45 (1983). Crossref, Google Scholar
W. G. Wailer and D. H. Kraft, Information Processing and Management 15, 235 (1979). Crossref, Web of Science, Google Scholar
G. Bordogna and G. Pasi, Journal of the American Society for Information Science 44(2), 70 (1993). Crossref, Web of Science, Google Scholar
G. Bordogna, P. Carrara and G. Pasi, Information Processing and Management 27(1), 15 (1991). Crossref, Web of Science, Google Scholar
D. A. Bueil and D. H. Kraft, Journal of the American Society for Information Science 32(3), 211 (1981). Crossref, Web of Science, Google Scholar
PDP Research Group D. E. Rumelhart and J. L. McClelland , Parallel Distributed Processing: exploration in the microstructure of cognition ( MIT Press , Cambridge , 1986 ) . Google Scholar
D. Lucarella and R. Morara, Journal of Information Science 17(2), 81 (1991). Crossref, Web of Science, Google Scholar
G. Biswaset al., Journal of the American Society for Information Science 38(2), (1987). Google Scholar
L. Bolcet al., International Journal of Man-Machine Studies 23(4), (1985). Google Scholar
D. A. Bueil and D. H. Kraft, Performance measurement in a fuzzy retrieval environment. In Proceedings of the Fourth International Conference on Information Storage and Retrieval, 31 May-2 June, 1981, Oal:Iand, CA; SIGIR Forum, 16(1), Summer, 5662, 1981 . Google Scholar
S. Miyamoto , fuzzy sets in Information Retrieval and Cluster Analysis ( Kluwer Academic Publishers , 1990 ) . Crossref, Google Scholar
T. Radecki, Information Processing and Management 15(5), 247 (1979). Crossref, Web of Science, Google Scholar
G. Bordogna and G. Pasi, International Journal of approximate Reasoning 12, 317 (1995). Crossref, Web of Science, Google Scholar
R. R. Yager, IEEB Transactions on Sytems, Man and Cyberneties 18(1), 18 (1988). Web of Science, Google Scholar
A. Bookstein, Journal of the American Society for Information Science 31(4), 240 (1980). Crossref, Web of Science, Google Scholar
R. R. Yager, Journal of tie American Society for Information Science 38(1), (1987). Google Scholar
S. C. Cater and D. H. Kraft, TIRS: A topological information retrieval system satisfying the requirements of the Waller-Kraft wish list. In Proceedings of the CM SIGIR International Conference on Research and Development in Information Retrieval, New Orleans, LA, June 1989 . Google Scholar
D. H. Kraft, G. Bordogna and G. Pasi, Journal of Information Science Applications 2(3), (1995). Google Scholar
G. Bordogna and G. Pasi, International Journal of Intelligent Systems 10, 233 (1995). Crossref, Web of Science, Google Scholar
L. A. Zadeh, Information Science 8, 199 (1975). Crossref, Web of Science, Google Scholar
G. Salton, E. Fox and H. Wu, Communications of the ACM 26(12), (1983). Google Scholar
I. Hayashi, E. Naito, N. Wakami, T. Terano, M. Sugeno, M. Mukaidono and K. Shigemasu, A proposal of fuzzy connective with learning function and its application to fuzzy information retrieval. In fuzzy Engineering Toward Human Friendly Systems, 13-15 November, Yokohama, Japan, Amsterdam, The Netherlands, IOS Press, 446–455, 1991 . Google Scholar
E. Sanchez, Information Systems 14(6), (1989). Google Scholar
C. D. Paice, Information Technology: Research Development Applications 3(1), 3341 (1984). Google Scholar
S. Miyamoto and K. Nakayama, IEEE Transacitoni on Systems, Man and Cybernetics SMC16(2), (1986). Google Scholar
E. Nenwirth and L. Reisinger, information Systems 7(1), (1982). Google Scholar
L. J. Kohout, E. Keravanou and W. Bandler, Information retrieval system using fuzzy relational products for thesaurus construction. In Proceedings IFAC Fuzzy Information, Marseille, France, 7-13, 1983 . Google Scholar
M. Kamel, B. Hadfield and M. Ismail, Information Processing and Management 26(2), 279 (1990). Crossref, Web of Science, Google Scholar
R. L. De Mantaraset al., Fuzzy Sets and Systems 38(2), (1990). Google Scholar
F. Crestani, Applications of spreading activation techniques in information retrieval. AI Review, 11(6), 1997, In print . Google Scholar