Information extraction and integration from heterogeneous, distributed, autonomous information sources - A federated ontology-driven query-centric approach

Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, IRI 2003

Volumn , Issue , 2003, Pages 183-191

  Castillo, Jaime A Reinoso ^a   Silvescu, Adrian ^a   Caragea, Doina ^a   Pathak, Jyotishman ^a   Honavar, Vasant G ^a  

^a Iowa State University   (United States)

Author keywords

Data integration; Federated database; Ontology

Indexed keywords

DATA MINING; INFORMATION ANALYSIS; INFORMATION RETRIEVAL; INFORMATION USE; ONTOLOGY; QUERY PROCESSING;

DATA DRIVEN; FEDERATED DATABASES; INFORMATION SOURCES; INTELLIGENT DATA UNDERSTANDING SYSTEMS; SCIENTIFIC DISCOVERY;

DATA INTEGRATION;

EID: 33947245581     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IRI.2003.1251412     Document Type: Conference Paper

References (26)

1. Honavar, V., Millar, L., and Wong, J. 1998. Distributed Knowledge Networks. Design, Implementation, and Applications In: Proceedings of the IEEE Information Technology Conference, pp. 87-90. IEEE Press
2. Calvanese, D., Giacomo, G., Lenzerini, M., et al, 1998. Information integration: Conceptual modeling and reasoning support. In: CoopIS'98
3. Levy, A., 1998. The Information Manifold approach to data integration. In: IEEE Intelligent Systems, 13 12-16, August 19 1998.
4. Haas L.M., Schwarz, P.M., Kodali, P., Kotlar, E., Rice, J.E., Swope, W.P., 2001. DiscoveryLink: A system for integrated access to life sciences data sources. In: IBM System Journal. Vol 40. No 2. 2001.
5. Levy, A., 2000. Logic-based techniques in data integration. Logic Based Artificial Intelligence, Edited by Jack Minker. Kluwer Publishers.
6. Ullman, J., 1997. Information integration using logical views. In: 6th ICDT. Pages 19-40, Delphi, Greece.
7. Garcia-Molina, Y. Papakonstantinou, D. Quass, A. Rajaraman, Y. Sagiv, J. Ullman, V. Vassalos, J. Widom (1996). The TSIMMIS approach to mediation: Data models and Languages. Journal of Intelligent Information Systems
8. Paton, N.W., Stevens, R., Baker, P.G., Goble, CA., Bechhofer, S., 1999. Query processing in the TAMBIS bioinformatics source integration system. In: Proc. 11th Int. Conf. on Scientific and Statistical Databases (SSDBM), IEEE Press, 138-147, 1999.
9. Stevens, R., Baker, P., Bechhofer, S., Ng, G., Jacoby, A., Paton, N., Goble, C, Brass, A, 2000. TAMBIS: Transparent access to multiple bioinformatics information sources. Bioinformatics, 16: 2 pp. 184-186.
10. Reinoso Castillo, J 2002. Ontology-Driven Information Extraction and Integration from Autonomous, Heterogeneous, Distributed data sources - A Federated Query-Centric approach. Masters Thesis. Artificial Intelligence Research Laboratory, Department of Computer Science, Iowa State University.
11. Wang, X., Schroeder, D., Dobbs, D., and Honavar, V. (2003). Data-Driven Discovery of Rules for Protein Function Classification Based on Sequence Motifs. Information Sciences. In press.
12. Andorf, C, Dobbs, D., and Honavar, V. (2003) Reduced Alphabet Representations of Amino Acid Sequences for Protein Function Classification. Information Sciences. In press.
13. Wong, J., Helmer, G., Naganathan, V. Polavarapu, S., Honavar, V., and Miller, L. (2001) SMART Mobile Agent Facility. Journal of Systems and Software. Vol. 56. pp. 9-22.
14. Caragea, D., Silvescu, A., and Honavar, V. (ISDA 2003) Decision Tree Induction from Distributed, Heterogeneous, Autonomous Data Sources. In: Proceedings of the Conference on Intelligent Systems Design and Applications. In press
15. Caragea, D., Silvescu, A., and Honavar, V, (2001a). Analysis and Synthesis of Agents that Learn from Distributed Dynamic Data Sources. Invited chapter. In: Wermter, S., Willshaw, D., and Austin, J. (Ed.). Emerging Neural Architectures Based on Neuroscience. Springer-Verlag. In press.
16. Atramentov, A., Leiva, H., and Honavar, V. (ILP 2003). Learning Decision Trees from Multi-Relational Data. In: Proceedings of the Conference on Inductive Logic Programming To appear.
17. Arens, Y., Chee, C, Hsu, C, and Knoblock, C. (1993) Retrieving and Integrating Data from Multiple Information Sources. International Journal of Intelligent and Cooperative Information Systems. Vol. 2, No. 2. pp. 127-158
18. Zhang, J. and Honavar, V. (2003). Learning Decision Tree Classifiers from Attribute-Value Taxonomies and Partially Specified Data. In: Proceedings of the International Conference on Machine Learning. Washington, DC. In press.
19. Madhavan, J., Bernstein, P., Halevy, A., and Domingos, P. 2002. Representing and Reasoning about Mappings between Domain Models. Proceedings of the Eighteenth National Conference on Artificial Intelligence (pp. 80-86). Edmonton, Canada: AAAI Press,
20. Draper, D., Halevy, A., and Weld, D. (2001). The NIMBLE XML Data integration System. In: Proceedings of the International Conference on Data Engineering (ICDE 01).
21. Sheth, A.P. and J. A. Larson (1990) Federated database systems for managing distributed, heterogeneous and autonomous databases, ACM Computing Surveys 22 pp. 183-236.
22. Sowa, J. (1999) Knowledge Representation: Logical, Philosophical, and Computational Foundations. New York: PWS Publishing Co.
23. Subrahmanian, V.S., Sibel Adaii, Anne Brink, James J. Lu, Adil Rajput, Timothy J. Rogers, Robert Ross, Charles Ward (2000). HERMES A Heterogeneous Reasoning and Mediator System.
24. Wiederhold, G. and M. Genesereth (1997) The Conceptual Basis for Mediation Services, IEEE Expert, Vol. 12 No. 5 pp. 38-47
25. Yan, C, Dobbs, D., Honavar, V., (2003) Identification of Residues Involved in Protein-Protein Interaction from amino acid sequence - A Support Vector Machine approach. In: Proceedings of Intelligent Systems Design and Application
26. Knoblock, C.A., Minton, S. Ambite J.L., Ashish, N. Muslea, I. Philpot, A.G. and Tejada, S. The Ariadne Approach to Web-Based Information Integration. International the Journal on Cooperative Information Systems 10(1/2), pp145-169, 2001.