Automatic expansion of dbpedia exploiting wikipedia cross-language information

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

Volumn 7882 LNCS, Issue , 2013, Pages 397-411

  Palmero Aprosio, Alessio ^a,b   Giuliano, Claudio ^a   Lavelli, Alberto ^a  

^a FONDAZIONE BRUNO KESSLER   (Italy)

^b UNIVERSITY OF MILAN   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BIG DATA; CLASSIFICATION (OF INFORMATION); LINGUISTICS; ONTOLOGY;

AUTOMATIC EXPANSION; CROSS LANGUAGES; CROSS-LANGUAGE INFORMATION; HIGH-PRECISION; NUMBER OF CLASS; RDF TRIPLES; SUPERVISED CLASSIFIERS; TRAINING DATA;

SEMANTIC WEB;

EID: 84885005626     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-38288-8_27     Document Type: Conference Paper

References (23)

1. Auer, S., Bizer, C., Kobilarov, G., Lehmann, J., Cyganiak, R., Ives, Z.G.: DBpedia: A nucleus for a web of open data. In: Aberer, K., et al. (eds.) ISWC/ASWC 2007. LNCS, vol. 4825, pp. 722-735. Springer, Heidelberg (2007)
2. Cabrio, E., Cojan, J., Palmero Aprosio, A., Magnini, B., Lavelli, A., Gandon, F.: QAKiS: An open domain QA system based on relational patterns. In: Glimm, B., Huynh, D. (eds.) International Semantic Web Conference (Posters & Demos). CEUR Workshop Proceedings, vol. 914, CEUR-WS.org (2012)
3. Deerwester, S.C., Dumais, S.T., Landauer, T.K., Furnas, G.W., Harshman, R.A.: Indexing by latent semantic analysis. Journal of the American Society of Information Science 41(6), 391-407 (1990)
4. Fleischman, M., Hovy, E.: Fine grained classification of named entities. In: Proceedings of the 19th International Conference on Computational Linguistics, Taipei, Taiwan (2002)
5. Fleiss, J.L.: Measuring Nominal Scale Agreement Among Many Raters. Psychological Bulletin 76(5), 378-382 (1971)
6. Gangemi, A., Nuzzolese, A.G., Presutti, V., Draicchio, F., Musetti, A., Ciancarini, P.: Automatic typing of DBpedia entities. In: Cudŕe-Mauroux, P., Heflin, J., Sirin, E., Tudorache, T., Euzenat, J., Hauswirth, M., Parreira, J.X., Hendler, J., Schreiber, G., Bernstein, A., Blomqvist, E. (eds.) ISWC 2012, Part I. LNCS, vol. 7649, pp. 65-81. Springer, Heidelberg (2012)
7. Giuliano, C.: Fine-grained classification of named entities exploiting latent semantic kernels. In: Proceedings of the Thirteenth Conference on Computational Natural Language Learning, CoNLL 2009, pp. 201-209. Association for Computational Linguistics, Stroudsburg (2009)
8. Giuliano, C., Gliozzo, A.: Instance based lexical entailment for ontology population. In: Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLPCoNLL), pp. 248-256. Association for Computational Linguistics, Prague (2007)
9. Gliozzo, A., Strapparava, C.: Domain kernels for text categorization. In: Ninth Conference on Computational Natural Language Learning (CoNLL 2005), Ann Arbor, Michigan, pp. 56-63 (June 2005)
10. Gliozzo, A.M., Giuliano, C., Strapparava, C.: Domain kernels for word sense disambiguation. In: Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL 2005), Ann Arbor, Michigan, pp. 403-410 (June 2005)
11. Kontokostas, D., Bratsas, C., Auer, S., Hellmann, S., Antoniou, I., Metakides, G.: Internationalization of Linked Data: The case of the Greek DBpedia edition. Web Semantics: Science, Services and Agents on the World Wide Web 15, 51-61 (2012)
12. Li, X., Roth, D.: Learning question classifiers: The role of semantic information. Natural Language Engineering 12(3), 229-249 (2005)
13. Dan Melamed, I., Resnik, P.: Tagger evaluation given hierarchical tag sets. Computers and the Humanities, 79-84 (2000)
14. Mintz, M., Bills, S., Snow, R., Jurafsky, D.: Distant supervision for relation extraction without labeled data. In: Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP, ACL 2009, vol. 2, pp. 1003-1011. Association for Computational Linguistics, Stroudsburg (2009)
15. Nastase, V., Strube, M.: Decoding Wikipedia categories for knowledge acquisition. In: Proceedings of the 23rd National Conference on Artificial Intelligence, AAAI 2008, vol. 2, pp. 1219-1224. AAAI Press (2008)
16. Noreen, E.W.: Computer-Intensive Methods for Testing Hypotheses: An Introduction. Wiley-Interscience (1989)
17. Nothman, J., Curran, J.R., Murphy, T.: TransformingWikipedia into named entity training data. In: Proceedings of the Australasian Language Technology Workshop, Hobart, Australia (2008)
18. Pohl, A.: Classifying the Wikipedia Articles into the OpenCyc Taxonomy. In: Proceedings of the Web of Linked Entities Workshop in Conjuction with the 11th International Semantic Web Conference (2012)
19. Scḧolkopf, B., Smola, A.: Learning with Kernels. MIT Press, Cambridge (2002)
20. Shawe-Taylor, J., Cristianini, N.: Kernel Methods for Pattern Analysis. Cambridge University Press (2004)
21. Suchanek, F.M., Kasneci, G., Weikum, G.: Yago: A core of semantic knowledge. In: Proceedings of the 16th International Conference on World Wide Web, WWW 2007, pp. 697-706. ACM, New York (2007)
22. Wang, P., Hu, J., Zeng, H.-J., Chen, Z.: Using wikipedia knowledge to improve text classification. Knowledge and Information Systems 19, 265-281 (2009), doi:10.1007/s10115-008-0152-4
23. Wu, F., Weld, D.S.: Open information extraction using wikipedia. In: Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ACL 2010, pp. 118-127. Association for Computational Linguistics, Stroudsburg (2010)