Towards context-sensitive domain ontology extraction

Proceedings of the Annual Hawaii International Conference on System Sciences

Volumn , Issue , 2007, Pages

  Lau, Raymond Y K ^a   Hao, Jin Xing ^a   Tang, Maolin ^b   Zhou, Xujuan ^b  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

Domain ontology; Information retrieval; Ontology extraction; Statistical learning

Indexed keywords

FEATURE EXTRACTION; INFORMATION RETRIEVAL; LEARNING SYSTEMS; REAL TIME SYSTEMS; USER INTERFACES;

FACILITATE COMMUNICATIONS; REAL-WORLD APPLICATIONS;

ONTOLOGY;

EID: 39749175562     PISSN: 15301605     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HICSS.2007.570     Document Type: Conference Paper

References (34)

1. T Berners-Lee, J. Hendler, and O. Lassila. The semantic web. Scientific American, 284(5):34-43, 2001.
2. Shan Chen, Damminda Alahakoon, and Maria Indrawan. Background knowledge driven ontology discovery. In Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service, pages 202-207, 2005.
3. S. Chuang and L. Chien. Taxonomy generation for text segments: A practical web-based approach. ACM Transactions on Information Systems, 23(4):363-396, 2005.
4. P. Cimiano, A. Hotho, and S. Staab. Learning concept hierarchies from text corpora using formal concept analysis. Journal of Artificial Intelligence Research, 24:305-339, 2005.
5. The World Wide Web Consortium. Web Ontology Language, 2004. Available from http://www.w3.org/2004/OWL/.
6. Michael Dittenbach, Helmut Berger, and Dieter Merkl. Improving domain ontologies by mining semantics from text. In Proceedings of the First Asia-Pacific Conference on Conceptual Modelling (APCCM2004), pages 91-100, 2004.
7. Gregory Grefenstette. SEXTANT: Exploring unexplored contexts for semantic extraction from syntactic analysis. In Proceedings of the 30th Annual Meeting of the Association for Computational Linguistics (ACL-92), pages 324-326, 1992.
8. T R. Gruber. A translation approach to portable ontology specifications. Knowledge Acquisition, 5(2): 199-220, 1993.
9. Z. Harris. Mathematical Structures of Language. Wiley, New York, 1968.
10. Hongyan Jing and Evelyne Tzoukermann. Information retrieval based on context distance and morphology. In Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Language Analysis, pages 90-96, 1999.
11. R.Y.K. Lau. Context-Sensitive Text Mining and Belief Revision for Intelligent Information Retrieval on the Web. Web Intelligence and Agent Systems An International Journal, 1(3-4): 1-22, 2003.
12. Alexander Maedche and Steffen Staab. Ontology learning for the semantic web. IEEE Intelligent Systems, 16(2):72-79, 2001.
13. Alexander Maedche and Steffen Staab. Ontology learning. In Handbook on Ontologies, pages 173-190. 2004.
14. G. A. Miller, Beckwith R., C. Fellbaum, D. Gross, and K. J. Miller. Introduction to wordnet: An on-line lexical database. Journal of Lexicography, 3(4):234-244, 1990.
15. Michele Missikoff, Roberto Navigli, and Paola Velardi. Integrated approach to web ontology learning and engineering. IEEE Computer, 35(11):60-63, 2002.
16. Christine A. Montgomery. Concept extraction. American Journal of Computational Linguistics, 8(2):70-73, 1982.
17. Roberto Navigli, Paola Velardi, and Aldo Gangemi. Ontology learning and its application to automated terminology translation. IEEE Intelligent Systems, 18(1):22-31, 2003.
18. C. Papatheodorou, A. Vassiliou, and B. Simon. Discovery of ontologies for learning resources using word-based clustering. In Proceedings of the World Conference on Educational Multimedia, Hypermedia and Telecommunications (ED-MEDIA'02), pages 324-326, 2002.
19. Patrick Perrin and Frederick Petry. Extraction and representation of contextual information for knowledge discovery in texts. Information Sciences, 151:125-152, 2003.
20. H. S. Pinto and J. P. Martins. Ontologies: How can they be built? Knowledge and Information Systems, 6(4):441-464, 2004.
21. M. Porter. An algorithm for suffix stripping. Program, 14(3):130-137, 1980.
22. M. Quillian. Semantic memory. In Semantic Information Processing, pages 216-270. MIT Press, 1968.
23. G. Salton. Full text information processing using the smart system. Database Engineering Bulletin, 13(1):2-9, March 1990.
24. G. Salton and M.J. McGill. Introduction to Modern Information Retrieval. McGraw-Hill, New York, New York, 1983.
25. M. Sanderson and B. Croft. Deriving concept hierarchies from text. In Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 206-213. ACM, 1999.
26. Hinrich Schütze. Automatic word sense discrimination. Computational Linguistics, 24(1):97-124, 1998.
27. Satoshi Sekine, Jeremy J. Carroll, Sofia Ananiadou, and Jun'ichi Tsujii. Automatic learning for semantic collocation. In Proceedings of the third Conference on Applied Natural Language Processing, pages 104-110, Trento, Italy, March 31-April 3 1992. Association for Computational Linguistics.
28. C. Shannon. A mathematical theory of communication. Bell System Technology Journal, 27:379-423, 1948.
29. G. Smith. Computers and Human Language. Oxford University Press, New York, New York, 1991.
30. Mark A. Stairmand. Textual context analysis for information retrieval. In Proceedings of the 20th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 140-147, 1997.
31. Christopher A. Welty. Ontology research. AI Magazine, 24(3):11-12, 2003.
32. Rudolf Wille. Formal concept analysis as mathematical theory of concepts and concept hierarchies. In Bernhard Ganter, Gerd Stumme, and Rudolf Wille, editors, Formal Concept Analysis, Foundations and Applications, volume 3626, pages 1-33. Springer, 2005.
33. J. Xu and W.B. Croft. Query expansion using local and global document analysis. In Hans-Peter Frei, Donna Harman, Peter Schäuble, and Ross Wilkinson, editors, Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 4-11, Zurich, Switzerland, 1996.
34. Wlodek Zadrozny. Context and ontology in understanding of dialogs. In Proceedings of the IJCAI'95 Workshop on Context in NLP, May 15 1995.