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Thesaurus Contruction Using Class Inheritance

  • Conference paper
Computational Science and Its Applications – ICCSA 2005 (ICCSA 2005)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 3482))

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Abstract

A lot of methodologies have been proposed for the compo- nent retrieval. Among them, thesaurus concept has been introduced for the similar component retrieval. In this paper, for the efficient retrieval of component, we classified classes with the concept of the inheritance relation and applied fuzzy logic to thesaurus method, and constructed an object-oriented thesaurus. The proposed method could express the category between concepts automatically, and calculate the fuzzy degree between classes by comparing matching weight with mismatching weight of each class and each category, and construct the thesaurus finally. By using classes of a component in the component retrieval, candidate com- ponents could be retrieved according to the priority order by the fuzzy similarity. Also, the retrieval performance was improved greatly by the thesaurus and the decision of the most suitable threshold value through simulation.

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References

  1. Frankes, William, B.: Information Retrieval-Data Structure and Algorithms. Prentice-Hall, Englewood Cliffs (1992)

    Google Scholar 

  2. Simmons, R.F.: Probability and Fuzzy-Set Application to Information Retrieval. Annual Review of Information Science and Technologyp, 117–151 (1985)

    Google Scholar 

  3. Danilowicz, C.: Modelling of User Preference and Needs in Boolean Retrieval System. Information Processing and Management 30(3), 363–378 (1994); Flyod, S.: High speed TCP for Large Congestion Windows. IETF (2003)

    Google Scholar 

  4. Damiani, E., Fugini, M.G.: Automatic thesaurus construction supporting fuzzy retrieval of reusable components. In: Proceeding of ACM SIG-APP Conference on Applied Computing (February 1995)

    Google Scholar 

  5. Choi, J.-H., Kim, J.-S., Cho, G.-H.: A Fuzzy Retrieval System to Facilitate Associated Learning in Problem Banks. The Korea Information Science Society Transactions 29(4), 278–288 (2002)

    Google Scholar 

  6. Damiani, E., Fugini, M.G., Bellettini, C.: Aware App-roach to Faceted Classifi-cation of Object-Oriented Component. ACM Transaction on Software Engineering and Methodology 8(4), 425–472 (1999)

    Article  Google Scholar 

  7. Rada, R., Mili, H., Bickenell, E., Blettner, M.: Development and Application of a Metric on Semantic Nets. IEEE Transaction on System, Mand Cybernetics 19(1), 17–30 (1989)

    Article  Google Scholar 

  8. Chen, H., Tim, T., Fye, D.: Automatic Thesaurus Gene-ration for an Electronic Community System. Journal of the American Society for Information Science 46(3), 175–193 (1995)

    Article  MATH  Google Scholar 

  9. Kim, J.-A., Park, J.-M., Kim, W.-J., Yang, J.-D.: Relaxing Reference Queries in the Object-Oriented Thesaurus. In: Proceedings of the Korean Information Science Society Conference, pp. 208–210 (October 2002)

    Google Scholar 

  10. Choi, J.-P., Choi, M.-B., Kim, M.-K.: Adaptive Thesaurus using a Neural Network. The Korea Information Science Society Transactions 27(12), 1211–1218 (2000)

    MathSciNet  Google Scholar 

  11. Maarek, Y.S., Berry, D.M., Kaiser, G.E.: An information retrieval approach for automatically constructing software library. IEEE Transaction on Software Engineering 18(8), 800–813 (1996)

    Google Scholar 

  12. Batory, D., O’Malley, S.: The design and implementation of hierarchical soft-ware systems with reusable components. ACM Transaction on Software Engineering and Methodology 1(4), 355–398 (1992)

    Article  Google Scholar 

  13. Kim, G.-J.: Fuzzy Logic Based Thesaurus Construction for efficient Component Retrieval, p. 129. Kyung-Hee University, Korea (2003)

    Google Scholar 

  14. Ricardo, B.Y., Berthier, R.N.: Modern Information Retrieval. Addison-Wesley, Reading (2000)

    Google Scholar 

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Kim, GJ., Han, JS. (2005). Thesaurus Contruction Using Class Inheritance. In: Gervasi, O., et al. Computational Science and Its Applications – ICCSA 2005. ICCSA 2005. Lecture Notes in Computer Science, vol 3482. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11424857_82

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  • DOI: https://doi.org/10.1007/11424857_82

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-25862-9

  • Online ISBN: 978-3-540-32045-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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