Refining instance coreferencing results using belief propagation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5367 LNCS, Issue , 2008, Pages 405-419

  Nikolov, Andriy ^a   Uren, Victoria ^a   Motta, Enrico ^a   De Roeck, Anne ^a  

^a OPEN UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION THEORY; REFINING; SEMANTIC WEB;

BELIEF PROPAGATIONS; COREFERENCE RESOLUTIONS; DATA SPARSENESSES; DEMPSTER; ONTOLOGICAL CONSTRAINTS; SEMANTIC DATUMS; SEMANTIC WEB DATUMS; STRING SIMILARITIES;

SEMANTICS;

EID: 58049112658     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-89704-0_28     Document Type: Conference Paper

References (22)

1. Fellegi, I.P., Sunter, A.B.: A theory for record linkage. Journal of American Statistical Association 64(328), 1183-1210 (1969)
2. Rendle, S., Schmidt-Thieme, L.: Object identification with constraints. In: 6th IEEE International Conference on Data Mining, ICDM (2006)
3. Dong, X., Halevy, A., Madhavan, J.: Reference reconciliation in complex information spaces. In: SIGMOD 2005: Proceedings of the 2005 ACM SIGMOD international conference on Management of data, pp. 85-96. ACM, New York (2005)
4. Elmagarmid, A.K., Ipeirotis, P.G., Verykios, V.S.: Duplicate record detection: A survey. IEEE Transactions on Knowledge and Data Engineering 19(1), 1-16 (2007)
5. Winkler, W.E.: Overview of record linkage and current research directions. Technical Report RRS2006/02, US Bureau of the Census, Washington, DC 20233 (2006)
6. Sarawagi, S., Bhamidipaty, A.: Interactive deduplication using active learning. In: 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2002), Edmonton, Alberta, Canada. ACM Press, New York (2002)
7. Chen, Z., Kalashnikov, D. V., Mehrotra, S.: Adaptive graphical approach to entity resolution. In: ACM IEEE Joint Conference on Digital Libraries 2007 (ACM IEEE JCDL 2007), Vancouver, British Columbia, Canada, pp. 204-213 (2007)
8. Singla, P., Domingos, P.: Object identification with attribute-mediated dependences. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PAKDD-2005), Porto, Portugal, pp. 297-308 (2005)
9. Parag, Domingos, P.: Multi-relational record linkage. In: KDD Workshop on Multi-Relational Data Mining, Seattle, CA, USA, pp. 31-48. ACM Press, New York (2004)
10. Euzenat, J., Shvaiko, P.: Ontology matching. Springer-Verlag, Heidelberg (2007)
11. Melnik, S., Garcia-Molina, H., Rahm, E.: Similarity flooding: A versatile graph matching algorithm. In: 18th International Conference on Data Engineering (ICDE), San Jose (CA US), pp. 117-128 (2002)
12. Castano, S., Ferrara, A., Lorusso, D., Na¨th, T.H., Mo¨ller, R.: Mapping validation by probabilistic reasoning. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 170-184. Springer, Heidelberg (2008)
13. Bouquet, P., Stoermer, H., Bazzanella, B.: An Entity Name System (ENS) for the Semantic Web. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 258-272. Springer, Heidelberg (2008)
14. Tummarello, G., Delbru, R., Oren, E.: Sindice.com: Weaving the open linked data. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudre´-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 552-565. Springer, Heidelberg (2007)
15. Glaser, H., Millard, I.C., Jaffri, A.: RKBExplorer.com: A knowledge driven infrastructure for linked data providers. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 797-801. Springer, Heidelberg (2008)
16. Saïs, F., Pernelle, N., Rousset, M.C: L2R.: a logical method for reference reconciliation. In: 22nd AAAI Conference on Artificial Intelligence (AAAI 2007), Vancouver, BC, Canada, pp. 329-334. AAAI Press, Menlo Park (2007)
17. Saïs, F., Pernelle, N., Rousset, M.C.: Combining a logical and a numerical method for data reconciliation. Journal of Data Semantics 12 (2008)
18. Nikolov, A., Uren, V., Motta, E., de Roeck, A.: Handling instance coreferencing in the KnoFuss architecture. In: Workshop on Identity and Reference on the Semantic Web, ESWC 2008, Tenerife, Spain (2008)
19. Shafer, G.: A mathematical theory of evidence. Princeton University Press, Princeton (1976)
20. Nikolov, A., Uren, V., Motta, E., de Roeck, A.: Using the Dempster-Shafer theory of evidence to resolve ABox inconsistencies. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudre´-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825. Springer, Heidelberg (2007)
21. Shenoy, P.P.: Valuation-based systems: a framework for managing uncertainty in expert systems. In: Fuzzy logic for the management of uncertainty, pp. 83-104. John Wiley & Sons, Inc., New York (1992)
22. Bilenko, M., Mooney, R.J.: Adaptive duplicate detection using learnable string similarity measures. In: 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2003), Washington DC, pp. 39-48 (2003)