Abstract
Hyponymy is a basic semantic relation. There are still many error relations in the automatic acquired hyponymy relations from free text. They will affect the building of ontologies. We present an iterative method of hyponymy verification between Chinese terms based on concept space. We give the definition of concept space about a group of candidate hyponymy relations initially. Then a set of hyponymy features based on concept space are acquired. These features are changed into production rules. Finally the candidate hyponymy relations are iterative verified with those production rules. Experimental results demonstrate good performance of the method.
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References
Beeferman, D.: Lexical discovery with an enriched semantic network. In: Proceedings of the Workshop on Applications of WordNet in Natural Language Processing Systems, ACL/COLING, pp. 358–364 (1998)
Cao, C., Shi, Q.: Acquiring Chinese Historical Knowledge from Encyclopedic Texts. In: Proceedings of the International Conference for Young Computer Scientists, pp. 1194–1198 (2001)
Hearst, M.A.: Automated Discovery of WordNet Relations. In: Fellbaum, C. (ed.) WordNet: An Electronic Lexical Database and Some of its Applications, pp. 131–153. MIT Press, Cambridge (1998) (to appear)
Maedche, A., Pekar, V., Staab, S.: Ontology Learning Part One—On Discovering Taxonomic Relations from the Web. In: Web Intelligence, pp. 301–322. Springer, Heidelberg (2002)
Caraballo, S.A.: Automatic construction of a hypernym-labeled noun hierarchy from text. In: Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics, pp. 120–126 (1999)
Maedche, A., Pekar, V., Staab, S.: Ontology Learning Part One—On Discovering Taxonomic Relations from the Web. In: Web Intelligence, pp. 301–322. Springer, Heidelberg (2002)
Sánchez, D., Moreno, A.: Patterned automatic taxonomy learning from the Web. AI Communications 21(3), 27–48 (2008)
Elghamry, K.: Using the Web in Building a Corpus-Based Hypernymy-Hyponymy Lexicon with Hierarchical Structure for Arabic. Faculty of Computers and Information, pp. 157–165 (2008)
Zhang, C.-x., Hao, T.-y.: The State of the Art and Difficulties in Automatic Chinese Word Segmentation. Journal Of System Simulation 17(1), 138–143 (2005)
Mei, J.J., Zhu, Y.M., Gao, Y.Q., Yin, H.X.: Tongyici Cilin (Dictionary of Synonymous Words). Shanghai Cishu Publisher, China (1983)
Tian, G., Cao, C., Liu, L., Wang, H.: MFC: A Method of Co-referent Relation Acquisition from Large-scale Chinese Corpora. In: ICNC 2006-FSKD 2006, Xi’an, China (2006)
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Liu, L., Zhang, S., Diao, L.H., Yan, S.Y., Cao, C.G. (2009). A Verification Method of Hyponymy between Chinese Terms Based on Concept Space. In: Liu, J., Wu, J., Yao, Y., Nishida, T. (eds) Active Media Technology. AMT 2009. Lecture Notes in Computer Science, vol 5820. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04875-3_20
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DOI: https://doi.org/10.1007/978-3-642-04875-3_20
Publisher Name: Springer, Berlin, Heidelberg
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