DODDLE: A domain ontology rapid development environment

Rieko Sekiuchi, Chizuru Aoki, Masaki Kurematsu, Takahira Yamaguchi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

This paper focuses on how to construct domain ontologies, in particular, a hierarchically structured set of domain concepts without concept definitions, reusing a machine readable dictionary (MRD) and making it adjusted to specific domains. In doing so, we must deal with concept drift, which means that the senses of concepts change depending on application domains. So here are presented the following two strategies: match result analysis and trimmed result analysis. The strategies try to identify which part may stay or should be moved, analyzing spell match results between given input domain terms and a MRD. We have done case studies in the filed of some law. The empirical results show us that our system can support a user in constructing a domain ontology.

Original languageEnglish
Title of host publicationPRICAI 1998
Subtitle of host publicationTopics in Artificial Intelligence - 5th Pacific Rim International Conference on Artificial Intelligence, Proceedings
EditorsHing-Yan Lee, Hiroshi Motoda
PublisherSpringer Verlag
Pages194-204
Number of pages11
ISBN (Print)354065271X, 9783540652717
DOIs
Publication statusPublished - 1998 Jan 1
Externally publishedYes
Event5th Pacific Rim Intemational Conference on Artificial Intelligence, PRICAI 1998 - Singapore, Singapore
Duration: 1998 Nov 221998 Nov 27

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1531
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other5th Pacific Rim Intemational Conference on Artificial Intelligence, PRICAI 1998
CountrySingapore
CitySingapore
Period98/11/2298/11/27

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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  • Cite this

    Sekiuchi, R., Aoki, C., Kurematsu, M., & Yamaguchi, T. (1998). DODDLE: A domain ontology rapid development environment. In H-Y. Lee, & H. Motoda (Eds.), PRICAI 1998: Topics in Artificial Intelligence - 5th Pacific Rim International Conference on Artificial Intelligence, Proceedings (pp. 194-204). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1531). Springer Verlag. https://doi.org/10.1007/BFb0095269