Dynamic iterative ontology learning

International Conference Recent Advances in Natural Language Processing, RANLP

Volumn 2007-January, Issue , 2007, Pages 93-97

  Brewster, Christopher ^a   Ciravegna, Fabio ^a   Iria, Jose ^a   Guthrie, Louise ^a   Zhang, Ziqi ^a   Wilks, Yorick ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

Knowledge acquisition; Knowledge management; Ontology evaluation; Ontology learning; Semantic web

Indexed keywords

KNOWLEDGE MANAGEMENT; ONTOLOGY; SEMANTIC WEB;

CURRENT SYSTEM; GOLD STANDARDS; LEARNING PATTERNS; LEARNING PROCESS; ONTOLOGY EVALUATIONS; ONTOLOGY LEARNING; ONTOLOGY'S; SEMANTIC-WEB; STATIC OUTPUT; SYSTEMS VIEW;

KNOWLEDGE ACQUISITION;

EID: 84959054131     PISSN: 13138502     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. C. Brewster. Mind the Gap: Bridging from Text to Ontological Knowledge. PhD thesis, Department of Computer Science, University of Sheffield, 2007.
2. P. Cimiano, A. Pivk, L. Schmidt-Thieme, and S. Staab. Learning taxonomic relations from heterogeneous sources of evidence. In Ontology Learning from Text: Methods, Evaluation and Applications, Frontiers in Artificial Intelligence. IOS Press, 2005.
3. K. Dellschaft and S. Staab. On how to perform a gold standard based evaluation of ontology learning. In I. F. Cruz, S. Decker, D. Allemang, C. Preist, D. Schwabe, P. Mika, M. Uschold, and L. Aroyo, editors, International Semantic Web Conference, volume 4273 of Lecture Notes in Computer Science, pages 228-241. Springer, 2006.
4. O. Etzioni, M. J. Cafarella, D. Downey, A.-M. Popescu, T. Shaked, S. Soderland, D. S. Weld, and A. Yates. Unsupervised named-entity extraction from the web an experimental study. Artif. Intell., 165(1):91-134, 2005.
5. M. Hearst. Automatic acquisition of hyponyms from large text corpora. In Proceedings of the Fourteenth International Conference on Computational Linguistics (COLING 92), Nantes, France, July 1992, 1992.
6. J. Iria, C. Brewster, F. Ciravegna, and Y. Wilks. An incremental tri-partite approach to ontology learning. In Proceedings of the Language Resources and Evaluation Conference (LREC-06), 22-28 May, Genoa, Italy, 2006.
7. A.-M. Popescu, A. Yates, and O. Etzioni. Class Extraction from the World Wide Web. In Proceedings of the AAAI-04 Workshop on Adaptive Text Extraction and Mining (ATEM-04), San Jose, CA, July 2004.
8. M. Sabou. From software APIs to web service ontologies a semi-automatic extraction method. In S. A. McIlraith, D. Plexousakis, and F. van Harmelen, editors, International Semantic Web Conference, volume 3298 of Lecture Notes in Computer Science, pages 410-424. Springer, 2004.
9. M. Shamsfard and A. A. Barforoush. The state of the art in ontology learning: a framework for comparison. The Knowledge Engineering Review, 18(04):293-316, 2004.
10. R. Sombatsrisomboon, Y. Matsuo, and M. Ishizuka. Aquisition of hypernyms and hyponyms from the WWW. In Proc. of 2nd International Workshop on Active Mining (AM2003), pages 7-13, Maebashi, Japan, 2003.
11. M. Stevenson. Combining disambiguation techniques to enrich an ontology. In Proceedings of the Fifteenth European Conference on Artificial Intelligence (ECAI-02) workshop on Machine Learning and Natural Language Processing for Ontology Engineering, Lyon, France, 2002.
12. M. Thelen and E. Riloff. A bootstrapping method for learning semantic lexicons using extraction pattern contexts. In Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP 2002), pages 214-221, Philadelphia, PA, July 2002.
13. S.-H. Wu and W.-L. Hsu. SOAT a semi-automatic domain ontology acquisition tool from chinese corpus. In Proceedings of the 19th International Conference on Computational Linguistics (COLING 2002),. Academia Sinica, ACLCLP, and National Tsing Hua University, Taiwan, Morgan Kaufmann, August 2002.
14. R. Yangarber, R. Grishman, P. Tapanainen, and S. Huttunen. Automatic acquisition of domain knowledge for information extraction. In COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31 - August 4, 2000, Universität des Saarlandes, Saarbrücken, Germany, pages 940-946. Morgan Kaufmann, 2000.