SemTag and seeker: Bootstrapping the semantic web via automated semantic annotation

Proceedings of the 12th International Conference on World Wide Web, WWW 2003

Volumn , Issue , 2003, Pages 178-186

  Dill, Stephen ^a   Eiron, Nadav ^a   Gibson, David ^a   Gruhl, Daniel ^a   Guha, R ^a   Jhingran, Anant ^a   Kanungo, Tapas ^a   Rajagopalan, Sridhar ^a   Tomkins, Andrew ^a   Tomlin, John A ^a   Zien, Jason Y ^a  

^a IBM ALMADEN RESEARCH CENTER   (United States)

Author keywords

automated semantic tagging; data mining; information retrieval; large text datasets; text analytics

Indexed keywords

LARGE CORPORA; LARGE TEXT DATASETS; LARGE-SCALE DATUM; SEMANTIC ANNOTATIONS; SEMANTIC TAGGING; SEMANTIC TAGS; TEXT ANALYTICS;

ALGORITHMS; DATA MINING; INFORMATION RETRIEVAL; WORLD WIDE WEB;

AUTOMATION;

EID: 29344454459     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/775152.775178     Document Type: Conference Paper

References (40)

1. S. Abiteboul, D. Quass, J. McHugh, J. Widom, and J. Wiener. The lorel query language for semistructured data. International Journal of Digital Libraries, 1(1):68-88, 1997. (Pubitemid 127078348)
2. R. Agrawal, R. Bayardo, D. Gruhl, and S. Papadimitriou. Vinci: A service-oriented architecture for rapid development of web applications. In Proceedings of the Tenth International World Wide Web Conference (WWW2001), pages 355-365, Hong Kong, China, 2001.
3. AltaVista. http://www.altavista.com.
4. G. Arocena, A. Mendelzon, and G. Mihaila. Applications of a Web query language. In Proceedings of the 6th International World Wide Web Conference (WWW1997), pages 1305-1315, Santa Clara, CA, 1997.
5. T. Berners-Lee, J. Hendler, and O. Lassila. Semantic web. Scientific American, 1(1):68-88, 2000.
6. D. Box, D. Ehnebuske, G. Kakivaya, A. Layman, N. Mendelsohn, H. F. Nielsen, S. Thatte, and D. Winder. Simple Object Access Protocol. http://www.w3.org/TR/SOAP/, May 2000.
7. D. Brickley and R.V.Guha. Rdf schema. http://www.w3.org/TR/rdf-schema/.
8. A. Broder and M. R. Henzinger. Algorithmic aspects of information retrieval on the web. In M. G. C. R. J. Abello, P. M. Pardalos, editor, Handbook of Massive Data Sets. Kluwer Academic Publishers, Boston, to appear.
9. C. Clarke, G. Cormack, and F. Burkowski. Shortest substring ranking. In Proceedings of the Fourth Text Retrieval Conference, pages 295-304, Gaithersburg, MD, November 1995.
10. W. Cohen and L. Jensen. A structured wrapper induction system for extracting information from semi-structured documents. In Proceedings of the Workshop on Adaptive Text Extraction and Mining (IJCAI'01), 2001.
11. M. Erdmann, A. Maedche, H. Schnurr, and S. Staab. From manual to semi-automatic semantic annotation: About ontology-based text annotation tools. In P. Buitelaar and K. Hasida, editors, Proceedings of the COLING 2000 Workshop on Semantic Annotation and Intelligent Content, August 2000.
12. Google. http://www.google.com.
13. T. R. Gruber. Towards Principles for the Design of Ontologies Used for Knowledge Sharing. In N. Guarino and R. Poli, editors, Formal Ontology in Conceptual Analysis and Knowledge Representation, Deventer, The Netherlands, 1993. Kluwer Academic Publishers.
14. J. Heflin and J. Hendler. Searching the web with shoe. In AAAI-2000 Workshop on AI for Web Search, 2000.
15. J. M. Hellerstein, M. J. Franklin, S. Chandrasekaran, A. Deshpande, K. Hilldrum, D. Maden, V. Raman, and M. A. Shah. Adaptive query processing: Technology in evolution. IEEE Data Engineering Bulletin, 23(2):7-18, 2000.
16. J. Hirai, S. Raghavan, A. Paepcke, and H. Garcia-Molina. WebBase: A repository of Web pages. In Proceedings of the 9th International World Wide Web Conference (WWW2000), pages 277-293, Amsterdam, The Netherlands, 2000.
17. J. Kahan and M.-R. Koivunen. Annotea: an open RDF infrastructure for shared web annotations. In World Wide Web, pages 623-632, 2001.
18. N. Kushmerick, D. S. Weld, and R. B. Doorenbos. Wrapper induction for information extraction. In Intl. Joint Conference on Artificial Intelligence (IJCAI), pages 729-737, 1997.
19. T. Leonard and H. Glaser. Large scale acquisition and maintenance from the web without source access. http://semannot2001.aifb.uni-karlsruhe.de/ positionpapers/Leonard.pdf, 2001.
20. K. Lerman, C. Knoblock, and S. Minton. Automatic data extraction from lists and tables in web sources. In IJCAI-2001 Workshop on Adaptive Text Extraction and Mining, August 2001.
21. G.-A. Levow. Corpus-based techniques for word sense disambiguation. Technical Report AIM-1637, MIT AI Lab, 1, 1997.
22. J. Li, L. Zhang, and Y. Yu. Learning to generate semantic annotation for domain specific sentences. http://semannot2001.aifb.uni-karlsruhe.de/ positionpapers/GenerateSemAnn%ot.pdf.
23. P. K. Lockheed. AeroDAML: Applying information extraction to generate DAML annotations from web pages.
24. D. L. McGuinness. Description logics emerge from ivory towers. In Description Logics, 2001.
25. G. Mecca, A. Mendelzon, and P. Merialdo. Efficient queries over web views. In Proceedings of the 6th International Conference on Extending Database Technology (EDBT'98), volume LNCS 1377, pages 72-86, Valencia, Spain, 1998. Springer-Verlag.
26. R. Mihalcea. Word sense disambiguation and its application to the internet search. Mastera's thesis, Southern Methodist University, 1999.
27. A. Newell. Some problems of the basic organization in problem-solving programs. In Proceedings of the Second Conference on Self-Organizing Systems, pages 393-423, Washington, DC, 1962.
28. N. F. Noy, M. Sintek, S. Decker, M. Crubezy, R. W. Fergerson, and M. A. Musen. Creating semantic web contents with protege-2000. IEEE Intelligent Systems, 2(16):60-71, 2001. (Pubitemid 32496023)
29. J. Pustejovsky, B. Boguraev, M. Verhagen, P. Buitelaar, and M. Johnston. Semantic indexing and typed hyperlinking. In Proceedings of the American Association for Artificial Intelligence Conference, Spring Symposium, NLP for WWW, pages 120-128, 1997.
30. R.Guha and R. McCool. Tap: Towards a web of data. http://tap.stanford. edu/.
31. E. Riloff and J. Shepherd. A corpus-based approach for building semantic lexicons. In Proceedings of the Second Conference on Empirical Methods in Natural Language Processing (EMNLP-97), pages 117-124, Providence, RI, 1997.
32. H. Schütze. Automatic word sense discrimination. Computational Linguistics, 24(1):97-124, 1998.
33. E. Spertus and L. A. Stein. Squeal: A structured query language for the web. In Proceedings of the 9th International World Wide Web Conference (WWW2000), pages 95-103, Amsterdam, The Netherlands, 2000.
34. S. Staab, A. Maedche, and S. Handschuh. An annotation framework for the semantic web. In S. Isjizaki, editor, Proceedings of the First Workshop on Multimedia Annotation, Tokyo, Japan, January 2001.
35. The Internet Archive. http://www.archive.org.
36. M. Vargas-Vera, E. Motta, J. Domingue, M. Lanzoni, A. Stutt, and F. Ciravegna. MnM: Ontology driven semi-automatic and automatic support for semantic markup. In The 13th International Conference on Knowledge Engineering and Management (EKAW 2002), 2002.
37. W3C. Platform for internet content selection. http://www.w3.org/PICS/.
38. W3C. Web ontology language. http://www.w3.org/2001/sw/WebOnt/.
39. Web-in-a-Box. http://research.compaq.com/SRC/WebArcheology/wib.html.
40. Y. Wilks and M. Stevenson. Sense tagging: Semantic tagging with a lexicon. In Proceedings of the SIGLEX Workshop Tagging Text with Lexical Semantics: What, why and how?, pages 47-51, 1997.