OCIRS: An Ontology-based Chinese Idioms Retrieval System
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OCIRS: An Ontology-based Chinese Idioms Retrieval System

Authors: Hu Haibo, Tu Chunmei, Fu Chunlei, Fu Li, Mao Fan, Ma Yuan

Abstract:

Chinese Idioms are a type of traditional Chinese idiomatic expressions with specific meanings and stereotypes structure which are widely used in classical Chinese and are still common in vernacular written and spoken Chinese today. Currently, Chinese Idioms are retrieved in glossary with key character or key word in morphology or pronunciation index that can not meet the need of searching semantically. OCIRS is proposed to search the desired idiom in the case of users only knowing its meaning without any key character or key word. The user-s request in a sentence or phrase will be grammatically analyzed in advance by word segmentation, key word extraction and semantic similarity computation, thus can be mapped to the idiom domain ontology which is constructed to provide ample semantic relations and to facilitate description logics-based reasoning for idiom retrieval. The experimental evaluation shows that OCIRS realizes the function of searching idioms via semantics, obtaining preliminary achievement as requested by the users.

Keywords: Chinese idiom, idiom retrieval, semantic searching, ontology, semantics similarity.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1084970

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References:


[1] J. Xu, "A study of classification of Chinese idioms," Journal of Yichun University (social science), 2003, vol. 25, no. 5, pp.86-88, in Chinese.
[2] M. Zuo, " Development of idioms in meaning," Journal of Wuhan University of Science & Technology (Social Science Edition), 2004, vol. 6, no. 3, pp.78-81, in Chinese.
[3] Yojijukugo, http://en.wikipedia.org/wiki/yojijukugo, last viewed on April 12, 2010.
[4] Korean idioms, http://wiki.galbijim.com/Category:Korean_idioms, last viewed on April 12, 2010.
[5] R. Baeza-Yates, Modern Information Retrieval. Addison Wesley, 1999.
[6] B. O. Szuprowicz. Search Engine Technologies for the World Wide Web and Intranets, Computer Technology Research Corp., 1997.
[7] Search engines, http://www.lib.berkeley.edu/teachinglib/Guides/Internet /SearchEngines.html, last viewed on April 12, 2010.
[8] J. Mei. Synonymous with the Word Forest. Shanghai Lexicographical Publishing House, 1983, in Chinese.
[9] C.Fellbaum, WordNet-An Electronic Lexical Database, MIT Press, 1998.
[10] R. Grubera A translation approach to portable Ontology specifications. Knowledge Acquisition, 1993, vol.5, no.2, pp.199-220.
[11] Description Logics home page, http://dl.kr.org/, last viewed on April 12, 2010.
[12] Q. Liu and H. Zhang, "Chinese lexical analysis using cascaded hidden Markov model," Journal of Computer Research and Development, 2004, vol.41, no.8, pp.1421-1429, in Chinese.
[13] M. Uschold, "Ontologies principles, methods and application," Knowledge Engineering Review, 1996, vo.11, no.2, pp.93-155.
[14] M. Gruninger and S. Fox, "Methodology for the design and evaluation of ontologies," In proceedings of the Workshop on Basic Ontological Issues in Knowledge Sharing, held in conjunction with IJCAI-95, Montreal, Canada.
[15] M. Fernandez, A. Gomez, N. Juristo, "METHONTOLOGY: From ontological art towards ontological engineering," In Proceedings of AAAI-97 Spring Symposium on Ontological Engineering Stanford: AAAI Press, 1997, pp.33-40.
[16] L. Wang and X. Hou, Chinese Classify Idioms Dictionary. Guangdong People-s Publishing House, 1985, in Chinese.
[17] Chinese Idioms Dictionary. http://cy.kdd.cc/sy/, last viewed on April 12, 2010.
[18] B. Wang, Research on Automatic Chinese-English Bilingual Corpus Alignment, PhD Thesis, Beijing: Institute of Computing Technology Chinese Academy of Sciences, 1999, in Chinese.
[19] B. Qin and T. Liu, "Question answering system based on frequently asked questions," Journal of Harbin Institute of Technology, 2003, vol. 35, no. 10, pp.1179-1182, in Chinese.
[20] B. Jin, Y. Shi, "Similarity algorithm of text based on semantic understanding," Journal of Dalian University of Technology, 2005, vol. 45, no. 2, pp.291-297, in Chinese.