A framework for integrating deep and shallow semantic structures in text mining

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 2773 PART 1, Issue , 2003, Pages 824-834

  Collier, Nigel ^a   Takeuchi, Koichi ^a   Kawazoe, Ai ^a   Mullen, Tony ^a   Wattarujeekrit, Tuangthong ^a  

^a NATIONAL INSTITUTE OF INFORMATICS   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; INFORMATION ANALYSIS; KNOWLEDGE ACQUISITION; METADATA; PROBLEM SOLVING; RESOURCE ALLOCATION; SERVERS; TEXT PROCESSING; VIRTUAL REALITY; WORLD WIDE WEB; INFORMATION RETRIEVAL; INFORMATION RETRIEVAL SYSTEMS; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE REPRESENTATION; NATURAL LANGUAGE PROCESSING SYSTEMS;

ONTOLOGY; RESOURCE DESCRIPTION FRAMEWORK (RDF); SUPPORT VECTOR MACHINES; TEXT MINING; KNOWLEDGE FRAMEWORKS; NAMED ENTITIES; RESOURCE DESCRIPTION FRAMEWORK; SEMANTIC DESCRIPTIONS; SEMANTIC STRUCTURES; SHALLOW LEVELS; SHARING KNOWLEDGE; SUPPORT VECTOR;

SEMANTICS; SEMANTIC WEB;

EID: 8344253597     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-45224-9_110     Document Type: Conference Paper

References (15)

1. T. Berners-Lee, M. Fischetti, and M. Dertouzos. Weaving the Web: The Original Design and Ultimate Destiny of the World Wide Web. Harper, San Francisco, September 1999. ISBN: 0062515861.
2. D. Brickley and R. V. Guha. Resource Description Framework (RDF) schema specification 1.0, W3C candidate recommendation. http://www.w3.org/TR/2000/CR- rdf-schema-20000327, 27th March 2000.
3. E. Brill. A simple rule-based part of speech tagger. In Third Conference on Applied Natural Language Processing - Association for Computational Linguistics, Trento, Italy, pages 152-155, 31st March - 3rd April 1992.
4. N. Collier, C. Nobata, and J. Tsujii. Extracting the names of genes and gene products with a hidden Markov model. In Proceedings of the 18th International Conference on Computational Linguistics (COLING'2000), Saarbrucken, Germany, July 31st-August 4th 2000.
5. N. Collier, K. Takeuchi, C. Nobata, J. Fukumoto, and N. Ogata. Progress on multi-lingual named entity annotation guidelines using RDF(S). In Proceedings of the Third International Conference on Language Resources and Evaluation (LREC'2002), Las Palmas, Spain, pages 2074-2081, May 27th - June 2nd 2002.
6. C. Cortes and V. Vapnik. Support-vector networks. Machine Learning, 20:273-297, November 1995.
7. DARPA. Information Extraction Task Definition, Columbia, MD, USA, November 1995. Morgan Kaufmann.
8. Dublin core metadata element set, version 1.1: Reference description. Technical Report, Dublin Core Metadata Initiative, http://purl.org/DC/documents/ recdces-19990702.htm, 1999 1999.
9. S. Handschuh, S. Staab, and A. Maedche. CREAM - creating relational metadata with a component-based, ontology-driven annotation framework. In First International Conference on Knowledge Capture (K-CAP 2001), Victoria, B. C., Canada, 21-23 October 2001.
10. T. Joachims. Making large-scale SVM learning practical. In B. Scholkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods - Support Vector Learning. MIT Press, 1999.
11. J. Kahan, M. R. Koivunen, E. Prud'Hommeaux, and R. R. Swick. Annotea: An open RDF infrastructure for shared web annotations. In the Tenth International World Wide Web Conference (WWW10), pages 623-630, May 1-5 2000.
12. A. Kawazoe and N. Collier. An ontologically-motivated scheme for coreference. In Proceedings of the International Workshop on Semantic Web Foundations and Application Technologies (SWFAT), Nara, Japan, March 12th 2003.
13. N. F. Noy, M. Sintek, S. Decker, M. Crubezy, R. W. Fergerson, and M. A. Musen. Creating semantic web contents with Protégé-2000. IEEE Intelligent Systems, 16(2):60-71, 2001.
14. Y. Tateishi, T. Ohta, N. Collier, C. Nobata, K. Ibushi, and J. Tsujii. Building an annotated corpus in the molecular-biology domain. In COLING'2000 Workshop on Semantic Annotation and Intelligent Content, Luxemburg, 5th-6th August 2000.
15. C. J. van Rijsbergen. Information Retrieval. Butterworths, London, 1979.