Semantic annotation of unstructured and ungrammatical text

IJCAI International Joint Conference on Artificial Intelligence

Volumn , Issue , 2005, Pages 1091-1098

  Michelson, Matthew ^a   Knoblock, Craig A ^a  

^a UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIEDS; FORMAL GRAMMARS; FREE TEXTS; INFORMATION EXTRACTION METHODS; ITEM DESCRIPTIONS; REFERENCE DATA; REFERENCE SET; SEMANTIC ANNOTATIONS;

ARTIFICIAL INTELLIGENCE; INFORMATION RETRIEVAL; INTERNET;

SEMANTICS;

EID: 84880741035     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (25)

1. Eugene Agichtein and Venkatesh Ganti. Mining reference tables for automatic text segmentation. In the Proceedings of the 10th ACM Int'l Conf. on Knowledge Discovery and Data Mining, Seattle, Washington, August 2004. ACM Press.
2. Rohan Baxter, Peter Christen, and Tim Churches. A comparison of fast blocking methods for record linkage. In Proceedings of the ACM Workshop on Data Cleaning, Record Linkage, and Object Identification, 2003.
3. Mikhail Bilenko and Raymond J. Mooney. Adaptive duplicate detection using learnable string similarity measures. In Proceedings of the 9th ACM Int'l Conf. on Knowledge Discovery and Data Mining, pages 39-48, Washington, DC, August 2003. ACM Press.
4. Vinayak Borkar, Kaustubh Deshmukh, and Sunita Sarawagi. Automatic segmentation of text into structured records. In Proceedings of ACM SIGMOD, 2001.
5. Surajit Chaudhuri, Kris Ganjam, Venkatesh Ganti, and Rajeev Motwani. Robust and efficient fuzzy match for online data cleaning. In Proceedings of ACM SIGMOD, pages 313-324. ACM Press, 2003.
6. Philipp Cimiano, Siegfried Handschuh, and Steffen Staab. Towards the self-annotating web. In Proceedings of the 13th international conference on World Wide Web, pages 462-471. ACM Press, 2004.
7. Fabio Ciravegna. Adaptive information extraction from text by rule induction and generalisation. In Proceedings of the 17th International Joint Conference on Artificial Intelligence, 2001.
8. William Cohen and Sunita Sarawagi. Exploiting dictionaries in named entity extraction: combining semi-markov extraction processes and data integration methods. In Proceedings of the 10th ACM Int'l Conf. Knowledge Discovery and Data Mining, Seattle, Washington, August 2004. ACM Press.
9. William W. Cohen, Pradeep Ravikumar, and Stephen E. Feinberg. A comparison of string metrics for matching names and records. In Proceedings of the Workshop on Data Cleaning and Object Consoliation, 2003.
10. William W. Cohen. Data integration using similarity joins and a word-based information representation language. ACM Transactions on Information Systems, 18(3):288-321, 2000.
11. Alexiei Dingli, Fabio Ciravegna, and Yorick Wilks. Automatic semantic annotation using unsupervised information extraction and integration. In Proceedings of the Workshop on Knowledge Markup and Semantic Annotation, 2003.
12. Ivan P. Fellegi and Alan B. Sunter. A theory for record linkage. Journal of the American Statistical Association, 64:1183-1210, 1969.
13. Siegfried Handschuh, Steffen Staab, and Fabio Ciravegna. S-cream - semi-automatic creation of metadata. In Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Springer Verlag, 2002.
14. James Hendler. Agents and the semantic web. IEEE Intelligent Systems, 16(2):30-37, 2001.
15. Thorsten Joachims. Advances in Kernel Methods - Support Vector Learning, chapter 11: Making large-Scale SVM Learning Practical. MIT-Press, 1999.
16. Mong-Li Lee, Tok Wang Ling, Hongjun Lu, and Yee Teng Ko. Cleansing data for mining and warehousing. In Proceedings of the 10th International Conference on Database and Expert Systems Applications, pages 751-760. Springer-Verlag, 1999.
17. Kristina Lerman, Cenk Gazen, Steven Minton, and Craig A. Knoblock. Populating the semantic web. In Proceedings of the Workshop on Advances in Text Extraction and Mining, 2004.
18. Andrew McCallum. Mallet: A machine learning for language toolkit. http://mallet.cs.umass.edu, 2002.
19. Martin Michalowski, Snehal Thakkar, and Craig A. Knoblock. Automatically utilizing secondary sources to align information across sources. In AI Magazine, Special Issue on Semantic Integration, volume 26, pages 33-45. 2005.
20. Ion Muslea, Steven Minton, and Craig A. Knoblock. Hierarchical wrapper induction for semistructured information sources. Autonomous Agents and Multi-Agent Systems, 4(1/2):93-114, 2001.
21. Stephen Soderland. Learning information extraction rules for semi-structured and free text. Machine Learning, 34(1-3):233-272, 1999.
22. Snehal Thakkar, Jose Luis Ambite, and Craig A. Knoblock. A data integration approach to automatically composing and optimizing web services. In Proceedings of the ICAPS Workshop on Planning and Scheduling for Web and Grid Services, Whistler, BC, Canada, 2004.
23. Ioannis Tsochantaridis, Thomas Hofmann, Thorsten Joachims, and Yasemin Altun. Support vector machine learning for interdependent and structured output spaces. In Proceedings of the 21st International Conference on Machine Learning, Banff, Canada, August 2004.
24. Maria Vargas-Vera, Enrico Motta, John Domingue, Mattia Lanzoni, Arthur Stutt, and Fabio Ciravegna. Mnm: Ontology driven semi-automatic and automatic support for semantic markup. In Proceedings of the 13th International Conference on Knowledge Engineering and Management, 2002.
25. Ben Wellner, Andrew McCallum, Fuchun Peng, and Michael Hay. An integrated, conditional model of information extraction and coreference with application to citation matching. In Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence, 2004.