Linked hypernyms: Enriching DBpedia with Targeted Hypernym Discovery

Journal of Web Semantics

Volumn 31, Issue , 2015, Pages 59-69

  Kliegr, Tomáš ^a,b  

^a UNIVERSITY OF ECONOMICS   (Czech Republic)

^b QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

DBpedia; Hearst patterns; Hypernym; Linked data; Type inference; Wikipedia; YAGO

Indexed keywords

LINKED DATA; PATTERN MATCHING;

DBPEDIA; HEARST PATTERNS; HYPERNYM; TYPE INFERENCES; WIKIPEDIA; YAGO;

ABSTRACTING;

EID: 84938969480     PISSN: 15708268     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.websem.2014.11.001     Document Type: Article

References (21)

1. C. Bizer, J. Lehmann, G. Kobilarov, S. Auer, C. Becker, R. Cyganiak, and S. Hellmann DBpedia - a crystallization point for the web of data Web Semant. 7 2009 154 165
2. J. Hoffart, F.M. Suchanek, K. Berberich, and G. Weikum YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia Artificial Intelligence 194 2013 28 61
3. Y.A. Wilks, B.M. Slator, and L. Guthrie Electric Words: Dictionaries, Computers, and Meanings, ACL-MIT Series in Natural Language Processing 1996 The MIT Press Cambridge, Mass.
4. N. Calzolari, Detecting patterns in a lexical data base, in: Proceedings of the 10th International Conference on Computational Linguistics and 22Nd Annual Meeting on Association for Computational Linguistics, ACL'84, Association for Computational Linguistics, Stroudsburg, PA, USA, 1984, pp. 170-173. http://dx.doi.org/10.3115/980491.980527.
5. M.A. Hearst, Automatic acquisition of hyponyms from large text corpora, in: Proceedings of the 14th Conference on Computational Linguistics, Vol. 2, COLING'92, ACL, Stroudsburg, PA, USA, 1992, pp. 539-545. http://dx.doi.org/10.3115/992133.992154.
6. R. Snow, D. Jurafsky, and A.Y. Ng Learning syntactic patterns for automatic hypernym discovery Advances in Neural Information Processing Systems, 17 2005 MIT Press Cambridge, MA 1297 1304
7. R. Snow, D. Jurafsky, A.Y. Ng, Semantic taxonomy induction from heterogenous evidence, in: Proceedings of the 21st International Conference on Computational Linguistics and the 44th Annual Meeting of the Association for Computational Linguistics, ACL-44, Association for Computational Linguistics, Stroudsburg, PA, USA, 2006, pp. 801-808. http://dx.doi.org/10.3115/1220175.1220276.
8. P. Cimiano, and J. Völker Text2onto: a framework for ontology learning and data-driven change discovery Proceedings of the 10th International Conference on Natural Language Processing and Information Systems, NLDB'05 2005 Springer-Verlag Berlin, Heidelberg 227 238 10.1007/11428817-21
9. S.P. Ponzetto, and M. Strube Deriving a large scale taxonomy from wikipedia Proceedings of the 22nd National Conference on Artificial Intelligence AAAI'07 vol.-2 2007 AAAI Press 1440 1445 URL: http://dl.acm.org/citation.cfm?id=1619797.1619876
10. J. Kazama, K. Torisawa, Exploiting Wikipedia as external knowledge for named entity recognition, in: Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, EMNLP-CoNLL'07, 2007, pp. 698-707.
11. A. Ritter, S. Soderland, O. Etzioni, What is this, anyway: Automatic hypernym discovery, in: Proceedings of AAAI-09 Spring Symposium On Learning, 2009, pp. 88-93.
12. T. Kliegr, K. Chandramouli, J. Nemrava, V. Svátek, and E. Izquierdo Combining image captions and visual analysis for image concept classification Proceedings of the 9th International Workshop on Multimedia Data Mining: Held in Conjunction With the ACM SIGKDD 2008, MDM'08 2008 ACM New York, NY, USA 8 17 10.1145/1509212.1509214
13. B. Litz, H. Langer, and R. Malaka Sequential supervised learning for hypernym discovery from Wikipedia A. Fred, J.L.G. Dietz, K. Liu, J. Filipe, Knowledge Discovery, Knowlege Engineering and Knowledge Management Communications in Computer and Information Science vol. 128 2011 Springer-Verlag Berlin, Heidelberg 68 80
14. A. Gangemi, A.G. Nuzzolese, V. Presutti, F. Draicchio, A. Musetti, and P. Ciancarini Automatic typing of DBpedia entities P. Cudre-Mauroux, J. Heflin, E. Sirin, T. Tudorache, J. Euzenat, M. Hauswirth, J.-X. Parreira, J. Hendler, G. Schreiber, A. Bernstein, E. Blomqvist, The Semantic Web - ISWC 2012 Lecture Notes in Computer Science 2012 Springer Berlin, Heidelberg 65 81 10.1007/978-3-642-35176-1-5
15. A. Gangemi, A comparison of knowledge extraction tools for the semantic web, in: ESWC, 2013, pp. 351-366.
16. H. Paulheim Browsing linked open data with auto complete Proceedings of the Semantic Web Challenge co-located with ISWC2012 2012 Univ., Mannheim Boston, US
17. A.P. Aprosio, C. Giuliano, A. Lavelli, Automatic expansion of DBpedia exploiting Wikipedia cross-language information, in: The Semantic Web: Semantics and Big Data, 10th International Conference, ESWC 2013, Montpellier, France, May 26-30, 2013. Proceedings, 2013, pp. 397-411. http://dx.doi.org/10.1007/978-3-642-38288-8-27.
18. M. Dojchinovski, T. Kliegr, I. Lašek, O. Zamazal, Wikipedia search as effective entity linking algorithm, in: Proceedings of the Sixth Text Analysis Conference, TAC'13, NIST, 2013.
19. RDF Core working group, N-triples: W3C RDF Core WG internal working draft, 2001. http://www.w3.org/2001/sw/RDFCore/ntriples/.
20. T. Kliegr, O. Zamazal, Towards linked hypernyms dataset 2.0: complementing dbpedia with hypernym discovery, in: Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC-2014), Reykjavik, Iceland, May 26-31, 2014, 2014, pp. 3517-3523. URL: http://www.lrec-conf.org/proceedings/lrec2014/summaries/703.html.
21. M. Dojchinovski, and T. Kliegr Entityclassifier.eu: real-time classification of entities in text with Wikipedia ECML'13 2013 Springer 654 658