DOI QR코드

DOI QR Code

Category Reorganization for Ontology Reuse

온톨러지 재사용을 위한 범주 재분류

  • 양재군 (울산대학교 대학원 컴퓨터 정보통신공학부) ;
  • 이종혁 (포항공과대학교 컴퓨터공학과) ;
  • 배재학 (울산대학교 컴퓨터 정보통신공학부) ;
  • 배재학 (울산대학교 컴퓨터 정보통신공학부)
  • Published : 2005.02.01

Abstract

This paper introduces a methodology of transforming an existing ontology into the one that satisfies its application. The transformation consists of simplification and realization of word category information. They are based on category headings and base categories. Furthermore, this paper describes a method by which we can identify relationships between category sets. Through the transformation, (1) Roget's thesaurus is reorganized into 7 categories and the base of 'Ontology for Narrative'[32], (2) 22 immersion factors of multimedia games can be subdivided into 207 factors in [35], and (3) the relationships between 10 mental factors and 22 immersion factors of multimedia games are identified in [36].

본 논문에서는 기존 온톨러지를 가공하여 용도에 맞게 변환하는 방안을 모색하였다. 변환방법으로서는 범주정보 단순화와 구체화를 고안하였다. 이 각각은 다시 범주표제와 기저범주를 이용한 방법으로 나누어 생각하였다. 또한 상이한 범주집합들 사이의 관계를 밝히는 방법도 도출하였다. 정립한 변환 방법론을 활용하여, (1) Roget 시소러스로부터 7개의 범주로 구성된 '이야기 분석용 온톨러지'[32]의 원형을 구축하였고, (2) 이미 알려진 22가지 멀티미디어 게임 흡인요소를 바탕으로 세분화된 흡인요소 207가지를 발견할 수 있었으며[35], 그리고 (3) 10개의 심소와 22가지 멀티미디어 게임 흡인요소 사이의 관계를 밝혀낼 수 있었다[36].

Keywords

References

  1. Sowa, J., Ontology, http://www.jfsowa.com/ontology/index.htm
  2. 'W3C Semantic Web', http://www.w3c.org/2001/sw/
  3. Wooldridge, M. J. and Jennings, N. R., 'Agent Theories, Architectures and Languages: A Survey,' Springer- Verlag Lecture Notes in AI Volume 890, February, 1995
  4. Uschold, M. and Groninger, M., 'Ontologies: Principles, Methods and Applications,' Knowledge Engineering Review, Vol. 11, No.2, 1996
  5. Pinto, H. S. and Martins, J. P., 'Reusing ontologies', AAAI 2000 Spring Symposium on Bringing Knowledge to Business Processes, pp.77-84, (2000), 2000
  6. Michael Uschold, Michael Healy, Keith Williamson, Peter Clark, and Steve Woods, Ontology reuse and application. In Nichola Guarino, editor, Proc. of the Int. Conf. on Formal Ontology in Information Systems - FOIS 1998(Frontiers in AI and Applications v46), Amsterdam, 1998. IOS Press, pp.179-192, 1998
  7. 'ACQUILEX', http://www.cl.cam.ac.uk/Research/NL/acquilex/acqhome.html
  8. Copestake, A., The Acquilex LKB: represention issues in semi-atomatic acquisition of large lexicons. In Proceedings of 3rd Conference on Applied Natural Language Processing. Trento. Italy. 1992
  9. Alvar, M., editor. Diccionario General Ilustrado de la Lengua Espanola VOX. Biblograf S.A, Barcelona, Spain, 1987
  10. Procter, P., editor. Longman Dictionary of Common English. Longman Group, Harlow, Essex, England, 1987
  11. Ageno, A., Castellon, I., Ribas, F., Rigau, G., Rodriguez, H. and Samiotou, A., TGE: Tlink Generation Environment, In Proceedings of the 15th International Conference on Computational Linguistics (COLING 1994), Kyoto, Japan, 1994
  12. WordNet. http://www.cogsci.princeton.edu/~wn/
  13. Rigau, G., Rodriguez, H. and Turmo, J., Automatically extracting Translation Links using a wide coverage semantic taxonomy. In Proceedings of 15th International Conference AI 1995, Montpellier, France, 1995
  14. 'Pangloss at Carnegie Mellon University CMT,' http://www.lti.cs.cmu.edu/Research/Pangloss/
  15. Knight, K. and Luk, S., Building a Large-Scale Knowledge Base for Machine Translation. In Proceedings of the American Association for Artificial Inteligence(AAAI 1994), 1994
  16. Okumura, A and Hovy, E., Building japanese-english dictionary based on ontology for machine translation. In Proceedings of ARPA Workshop on Human Language Technology, pp.236-241, 1994 https://doi.org/10.3115/1075812.1075841
  17. 'EDR Home Page,' http://www2.crl.go.jp/kk/e416/EDR/index.html
  18. Utiyama, M. and Hasida, K., Bottom-Up Alignment of Ontologies. In Proceedings of IJCAI workshop on Ontologies and Multilingual NLP, Nagoya, Japan, 1997
  19. Atserias, J., Climent, S., Farreres, X., Rigau, G., Rodriguez, H., Combining Multiple Methods for the Automatic Construction of Multilingual WorclNets. In Proceedings of International Conference on Recent Advances in Natural Language Processing(RANLP 1997), Tzigov Chark, Bulgaria, 1997
  20. Farreres, X., Rigau, G., Rodriguez, H., Using WordNet for Building WordNets. In Proceedings of COLINGACL Workshop on Usage of WordNet in Natural Language Processing Systems, Montr'eal, Canada, 1998
  21. Daude, J., Padro, L., Rigau, G., Mapping Multilingual Hierarchies Using Relaxation Labeling. In Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora(EMNLP/VLC 1999), Maryland, US, 1999
  22. Daude, J., Padro, L., Rigau, G., Mapping WordNets using Structural Information, In Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics ACL 2000. Hong Kong, China, 2000 https://doi.org/10.3115/1075218.1075282
  23. 양재군, 배재학, 유해영, 이종혁, 'Factotum SemNet을 활용한 개연규칙 검증', 한국정보처리학회 제19회 춘계학술발표대회 논문집, 제10권, 제1호, pp.349-352, 2003
  24. 양재군, 강인수, 배재학, 이종혁, 'Factotum SemNet의 MRD변환에 관한 연구', 한국인지과학회 춘계학술대회 논문집, pp.279-284, 2003
  25. Swartout, B., Patil, R., Knight, K. and Russ, T., Toward distributed use of largescale ontologies. In Proceedings of the Tenth Knowledge Acquisition for Knowledge-Based Systems Workshop-KAW-l996, Banff, Canada, 1996
  26. Arpirez, J. C., Gomez-Perez, A, Lozano-Tello, A, and Pinto, H. S., Reference ontology and(ONTO)2 agent : the ontology yellow pages. Knowledge and Information Systems, 2(4):387-412, 2000 https://doi.org/10.1007/PL00011649
  27. Fernandez M., Gomez-Perez A, Juristo N., METHONTOLOGY : from ontological art toward ontological engineering. In Spring symposium series on ontological engineering, AAAI 1997, Stanford, CA, March, 1997
  28. Blazquez M., Fern andez M., Garca-Pinar J. M., Gomez-Perez A., Building ontologies at the knowledge level using the ontology design environment. In Knowledge acquisition workshop, KAW 1998, Ban, Alberta, Canada, 1998
  29. Benjamins, R. and Fensel, D., The ontological engineering initiative$(KA)^2$. In Proceedings of the First International Conference on Formal Ontology in Information Systems-FOIS 1998, pp.287-301, Trento, Italy. lOS Press, 1998
  30. 'Stanford Knowledge Systems Laboratory', http://www- ksl.stanford.edu/
  31. Roget's Thesaurus, http://promo.net/cgi-promo/pg/t9.cgi?entry=22&full =yes&ftpsite=ftp://ibiblio.org /pub/docs/books/gutenberg/
  32. 양재군, 배재학, '온톨로지 정보를 이용한 범주 재편성 : 로켓 시소러스의 경우', 한국정보처리학회 제18회 춘계학술발표대회 논문집, 제9권, 제1호, pp.515-518, 2002
  33. 양재군, '시소러스의 기계 가용화에 대한 연구', 울산대학교 석사학위논문, 2000
  34. Bae J.-H J. and Lee J.-H, Mid-Depth Text Understanding by Abductive Chains for Topic Sentence Selection, International Journal of Computer Processing of Oriental Languages, Vol.15, No.3, pp.341- 357, 2002 https://doi.org/10.1142/S0219427902000637
  35. 정혜영, 조윤경, 배재학, '온톨러지 정보를 이용한 멀티미디어 게임 흡인력 분석', 한국인지과학회 춘계학술대회 논문집, pp.15-20, 2002
  36. 조윤경, 손인숙, 배재학, '멀티미디어 게임 흡인요소의 순화: 유식학 응용', 한국정보처리학회 제18회 추계학술발표대회 논문집, pp.2451-2454, 2002
  37. Boris Motik, Alexander Maedche, Raphael Volz, A Conceptual Modeling Approach for Semantics-Driven Enterprise Applications, R. Meersman, Z. Tari, et al. (Eds.) : CoopIS/DOA/ODBASE 2002, Lecture Notes in Computer Science 2519, Springer-Verlag Heidelberg, pp. 1082-1099, 2002
  38. Sowa, John F. Conceptual Structures: Information Processing in Mind and Machine, Addison-Wesley, Reading, MA, 1984

Cited by

  1. Korean Document Classification Using Extended Vector Space Model vol.18B, pp.2, 2011, https://doi.org/10.3745/KIPSTB.2011.18B.2.093