A probabilistic, logic-based framework for automated web directory alignment

Studies in Fuzziness and Soft Computing

Volumn 204, Issue , 2006, Pages 47-77

  Nottelmann, Henrik ^a   Straccia, Umberto ^b  

^a UNIVERSITY OF DUISBURG ESSEN   (Germany)

^b ISTI CNR   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33748910287     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/3-540-33473-4_3     Document Type: Article

References (36)

1. Franz Baader, Diego Calvanese, Deborah McGuinness, Daniele Nardi, and Peter F. Patel-Schneider, editors. The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press, 2003.
2. Ricardo A. Baeza-Yates and Berthier Ribeiro-Neto. Modern Information Retrieval. Addison-Wesley Longman Publishing Co., Inc., 1999.
3. J. Berlin and A. Motro. Database schema matching using machine learning with feature selection. In In Proceedings of the Conf. on Advanced Information Systems Engineering (CAiSE), 2002., 2002.
4. Diego Calvanese, Giuseppe De Giacomo, Maurizio Lenzerini, and Moshe Y. Vardi. Lossless regular views. In Proc. of the 21st ACM SIGACT SIGMOD SIGART Sym. on Principles of Database Systems (PODS 2002), pages 247-258, 2002.
5. Hans Chalupsky. Ontomorph: A translation system for symbolic knowledge. In Proceedings of the 9th International Conference on Principles of Knowledge Representation and Reasoning (KR-04). AAAI Press, 2000.
6. Robin Dhamankar, Yoonkyong Lee, AnHai Doan, Alon Halevy, and Pedro Domingos. iMAP: Discovering complex semantic matches between database schemas. In Proceedings of the 2004 ACM SIGMOD international conference on Management of data, pages 383-394. ACM Press, 2004.
7. H. Do and E. Rahm. Coma - a system for flexible combination of schema matching approaches. In Proceedings of the Int. Cont. on Very Large Data Bases (VLDB-02), 2002., 2002.
8. Anhai Doan, Pedro Domingos, and Alon Halevy. Learning to match the schemas of data sources: A multistrategy approach. Mach. Learn., 50(3):279-301, 2003.
9. AnHai Doan, Pedro Domingos, and Alon Y. Halevy. Reconciling schemas of disparate data sources: A machine-learning approach. In Proceedings of the 2001 ACM SIGMOD international conference on Management of data, pages 509-520. ACM Press, 2001.
10. AnHai Doan, Jayant Madhavan, Robin Dhamankar, Pedro Domingos, and Alon Halevy. Learning to match ontologies on the semantic web. The VLDB Journal, 12(4):303-319, 2003.
11. AnHai Doan, Jayant Madhavan, Pedro Domingos, and Alon Halevy. Learning to map between ontologies on the semantic web. In Proceedings of the eleventh international conference on World Wide Web, pages 662-673. ACM Press, 2002.
12. Thomas Eiter, Thomas Lukasiewicz, Roman Schindlauer, and Hans Tompits. Combining answer set programming with description logics for the semantic web. In Proceedings of the 9th International Conference on Principles of Knowledge Representation and Reasoning (KR-04). AAAI Press, 2004.
13. David W. Embley, David Jackman, and Li Xu. Multifaceted exploitation of metadata for attribute match discovery in information integration. In Workshop on Information Integration on the Web, pages 110-117, 2001.
14. Ronald Fagin, Phokion G. Kolaitis, Reneé Miller, and Lucian Popa. Data exchange: Semantics and query answering. In Proceedings of the International Conference on Database Theory (ICDT-03), number 2572 in Lecture Notes in Computer Science, pages 207-224. Springer Verlag, 2003.
15. Ronald Fagin, Phokion G. Kolaitis, and Lucian Popa. Data exchange: getting to the core. In Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, pages 90-101. ACM Press, 2003.
16. Ronald Fagin, Phokion G. Kolaitis, Wang-Chiew Tan, and Lucian Popa. Composing schema mappings: Second-order dependencies to the rescue. In Proceedings PODS, 2004.
17. Norbert Fuhr. Probabilistic Datalog: Implementing logical information retrieval for advanced applications. Journal of the American Society for Information Science, 51(2):95-110, 2000.
18. MingChuan Guo and Yong Yu. Mutual enhancement of schema mapping and data mapping. In In ACM SIGKDD 2004 Workshop on Mining for and from the Semantic Web, Seattle, 2004.
19. Bin He and Kevin Chen-Chuan Chang. Statistical schema matching across web query interfaces. In Proceedings of the 2003 ACM SIGMOD international conference on Management of data, pages 217-228. ACM Press, 2003.
20. Ian Horrocks and Peter F. Patel-Schneider. A proposal for an OWL rules language. In Proc. of the Thirteenth International World Wide Web Conference (WWW-04). ACM, 2004.
21. Ian Horrocks, Peter F. Patel-Schneider, and Frank van Harmelen. From SHIQ and RDF to OWL: The making of a web ontology language. Journal of Web Semantics, 1(1):7-26, 2003.
22. R. Ichise, H. Takeda, and S. Honiden. Rule induction for concept hierarchy alignment. In Proceedings of the Workshop on Ontology Learning at the 17th International Joint Conference on Artificial Intelligence (IJCAI-01), 2001.
23. Jaewoo Kang and Jeffrey F. Naughton. On schema matching with opaque column names and data values. In Proceedings of the 2003 ACM SIGMOD international conference on on Management of data, pages 205-216. ACM Press, 2003.
24. Martin S. Lacher and Georg Groh. Facilitating the exchange of explicit knowledge through ontology mappings. In Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, pages 305-309. AAAI Press, 2001.
25. Maurizio Lenzerini. Data integration: A theoretical perspective. In Proceedings of the 21st ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems (PODS-02), pages 233-246. ACM Press, 2002.
26. John W. Lloyd. Foundations of Logic Programming. Springer, Heidelberg, RG, 1987.
27. J. Madhavan, P. Bernstein, K. Chen, A. Halevy, and P. Shenoy. Corpus-based schema matching. In Workshop on Information Integration on the Web at IJCA1-03, 2003.
28. Jayant Madhavan, Philip A. Bernstein, and Erhard Rahm. Generic schema matching with cupid. In Proc. 27th VLDB Conference, pages 49-58, 2001.
29. Ronald Fagin Marcelo Arenas, Pablo Barcelo and Leonid Libkin. Locally consistent transformations and query answering in data exchange. In Proceedings of the 23st ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems (PODS-04), pages 229-240. ACM Press, 2004.
30. S. Melnik, H. Garcia-Molina, and E. Rahm. Similarity flooding: A versatile graph matching algorithm and its application to schema matching. In Proceedings of the 18th International Conference on Data Engineering (ICDE'02), page 117. IEEE Computer Society, 2002.
31. Henrik Nottelmann and Umberto Straccia. A probabilistic approach to schema matching. Technical Report 2004-TR-60, Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche, Pisa, Italy, 2004.
32. Natalya Fridman Noy and Mark A. Musen. Prompt: Algorithm and tool for automated ontology merging and alignment. In Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence, pages 450-455. AAAI Press / The MIT Press, 2000.
33. Lucian Popa, Yannis Velegrakis, Renee J. Miller, Mauricio A. Hernandez, and Ronald Fagin. Translating web data. In Proceedings of VLDB 2002, Hong Kong SAR, China, pages 598-609, 2002.
34. Erhard Rahm and Philip A. Bernstein. A survey of approaches to automatic schema matching. The VLDB Journal, 10(4):334-350, 2001.
35. Fabrizio Sebastiani. Machine learning in automated text categorization. ACM Computing Surveys, 34(1):1-47, 2002.
36. Ling Ling Yan, Renée J. Miller, Laura M. Haas, and Ronald Fagin. Data-driven understanding and refinement of schema mappings. In Proceedings of the 2001 ACM SIGMOD international conference on Management of data, pages 485-496. ACM Press, 2001.