Person name disambiguation in Web pages using social network, compound words and latent topics

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

Volumn 5012 LNAI, Issue , 2008, Pages 260-271

  Ono, Shingo ^a   Sato, Issei ^a   Yoshida, Minoru ^a   Nakagawa, Hiroshi ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

Clustering; Person name disambiguation; Social network; Web people search

Indexed keywords

PERSON NAME DISAMBIGUATION; SOCIAL NETWORKS; WEB PEOPLE SEARCH;

AUTHENTICATION; CLUSTERING ALGORITHMS; DATA ACQUISITION; LEARNING SYSTEMS; SEARCH ENGINES;

WEBSITES;

EID: 44649129207     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-68125-0_24     Document Type: Conference Paper

References (16)

1. Antoniak, C.E.: Mixtures of Dirichlet Processes with Applications to Bayesian Nonparametric Problems. The Annals of Statistics 2(6) (1974)
2. Artiles, J., Gonzalo, J., Sekine, S.: The SemEval-2007 WePS Evaluation: Establishing a benchmark for the Web People Search Task. In: Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval-2007), pp. 64-69 (2007)
3. Attias, H.: Learning parameters and structure of latent variable models by Variational Bayes. In: Proceedings of Uncertainty in Artificial Intelligence (1999)
4. Bagga, A., Baldwin, B.: Entity-Based Cross-Document Coreferencing Using the Vector Space Model. In: Proceedings of COLING-ACL 1998, pp. 79-85 (1998)
5. Bekkerman, R., McCallum, A.: Disambiguating Web Appearances of People in a Social Network. In: Proceedings of WWW 2005, pp. 463-470 (2005)
6. Blei, D.M., Jordan, M.I.: Variational inference for Dirichlet process mixtures. Journal of Bayesian Analysis 1(1), 121-144 (2005)
7. Ferguson, T.S.: A Bayesian Analysis of Some Nonparametric Problems. The Annals of Statistics 1(2) (1973)
8. Larsen, B., Aone, C.: Fast and effective text mining using linear-time document clustering. In: Proceedings of the 5th ACM SIGKDD, pp. 16-22 (1999)
9. Mann, G.S., Yarowsky, D.: Unsupervised Personal Name Disambiguation. In: Proceedings of CoNLL 2003, pp. 33-40 (2003)
10. Morton, T.S.: Coreference for NLP Applications. In: Proceedings of ACL-2000, pp. 173-180 (2000)
11. Nakagawa, H., Mori, T.: Automatic Term Recognition based on Statistics of Compound Nouns and their Components. Terminology 9(2), 201-219 (2003)
12. Nigam, K., McCallum, A.K., Thrun, S., Mitchell, T.M.: Text Classification from Labeled and Unlabeled Documents using EM. Machine Learning 39, 103-134 (2000)
13. Niu, C., Li, W., Srihari, R.K.: Weakly Supervised Learning for Cross-document Person Name Disambiguation Supported by Information Extraction. In: Proceedings of ACL-2004, pp. 598-605 (2004)
14. Ono, S., Yoshida, M., Nakagawa, H.: NAYOSE: A System for Reference Disambiguation of Proper Nouns Appearing on Web Pages. In: Ng, H.T., Leong, M.-K., Kan, M.-Y., Ji, D. (eds.) AIRS 2006. LNCS, vol. 4182, pp. 338-349. Springer, Heidelberg (2006)
15. Sethuraman, J.: A Constructive Definition of Dirichlet Priors. Statistica Sinica 4, 639-650 (1994)
16. Wan, X., Gao, J., Li, M., Ding, B.: Person Resolution in Person Search Results: WebHawk. In: Proceedings of CIKM 2005, pp. 163-170 (2005)