Inexact matching of ontology graphs using expectation-maximization

Proceedings of the National Conference on Artificial Intelligence

Volumn 2, Issue , 2006, Pages 1277-1282

  Doshi, Prashant ^a   Thomas, Christopher ^a  

^a University of Georgia ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EXPECTATION MAXIMIZATION; ONTOLOGIES; ONTOLOGY SCHEMAS;

DATABASE SYSTEMS; GRAPH THEORY; MAXIMUM LIKELIHOOD ESTIMATION; PATTERN MATCHING; PROBLEM SOLVING;

DATA STRUCTURES;

EID: 33750682996     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Dempster, A. P.; Laird, N. M.; and Rubin, D. B. 1977. Maximum likelihood from incomplete data via the em algorithm. Journal of the Royal Statistical Society, Series B (Methodological) 39:1-38.
2. Ding, Z.; Peng, Y.; Pan, R.; and Yu, Y. 2005. A Bayesian Methodology towards Automatic Ontology Mapping. C & O, AAAI.
3. Doan, A.; Madhavan, J.; Domingos, P.; and Halevy, A. 2002. Learning to map between ontologies on the semantic web. In WWW, 662-673. ACM Press.
4. Hayes, J., and Gutierrez, C. 2004. Bipartite graphs as intermediate models for rdf graphs. In ISWC.
5. Hu, W.; Jian, N.; Qu, Y.; and Wang, Y. 2005. Gmo: A graph matching for ontologies. In Integrating Ontologies Wksp., KCAP.
6. Hughes, T., and Ashpole, B. 2004. Information interpretation and integration conference. http://www.atl.lmco.com/projects/ontology/i3con.html.
7. Kalfoglou, Y., and Schorlemmer, M. 2003. If-map: an ontology mapping method based on information flow theory. Journal on Data Semantics 1(1):98-127.
8. Luo, B., and Hancock, E. 2001. Structural graph matching using the em algorithm and singular value decomposition. Graph Algorithms and Computer Vision 23(10):1120-1136.
9. Mitra, P.; Noy, N.; and Jaiswal, A. 2004. OMEN: A probabilistic ontology mapping tool. In Meaning, Coord. and Neg., ISWC.
10. Smith, T. F., and Waterman, M. S. 1981. Identification of common molecular subsequences. J. of Mol. Biology 147:195-197.
11. Stumme, G., and Maedche, A. 2001. FCA-MERGE: Bottom-up merging of ontologies. In IJCAI, 225-234.