Abstract
While building the large-scale domain ontology, the traditional manually-based construction method is low efficient and not feasible. In order to construct the large scale domain-ontology automatically; therefore, proposed a two stage method for large scale Chinese domain-ontology automatic construction by merging the thesaurus and online encyclopedia together. On the first stage, fuzzy mapping the thesaurus to OWL and construct the domain rough-ontology; on the second stage, including the following steps: (i) Concept Mapping and Pruning, (ii) deciding attribute from Chinese encyclopedia and (iii) rough-ontology self-Adaptive and expansion. Practice has proved that the system has the feasibility and robustness on achieving the large scale domain ontology automatic and rapid construction.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Berners-Lee, T., Hendler, J., et al.: The Semantic Web. Scientific American (2001)
Bizer, C., Heath, T., et al.: Linked data on the web. In: Proceeding of the 17th International Conference on World Wide Web, pp. 1265–1266. ACM, New York (2008)
Ding, L., Franzo, D.D., et al.: Data-gov Wiki: Towards Linking Government Data. In: AAAI Spring Symposium (2010)
Nigel, S., Kieron, O., Berners-Lee, T., et al.: Linked open government data: Lessons from data.gov.uk. IEEE Intelligent Systems, 16–24 (2012)
Tambouris, E., Gorilas, S., Kavadias, G., Apostolou, D., Abecker, A., Stojanovic, L., Mentzas, G.: Ontology-Enabled E-Gov Service Configuration: An Overview of the OntoGov Project. In: Wimmer, M.A. (ed.) KMGov 2004. LNCS (LNAI), vol. 3035, pp. 122–127. Springer, Heidelberg (2004)
Chen, C.-C., Yeh, J.-H., Sie, S.-H.: Government Ontology and Thesaurus Construction: A Taiwanese Experience. In: Fox, E.A., Neuhold, E.J., Premsmit, P., Wuwongse, V. (eds.) ICADL 2005. LNCS, vol. 3815, pp. 263–272. Springer, Heidelberg (2005)
Liang, A.C., Boris, L., Margherita, S., et al.: From AGROVOC to the Agricultural Ontology Service. In: Proceedings of the International Conference on Dublin Core and Metadata Applications (2006)
Xian, J.G.: The Study and Implementation of the Conversion System from Chinese Agricultural Thesaurus to Agricultural Ontology. Chinese Academy of Agricultural Sciences (2008)
Woods, J.W., Sneiderman, C.A., et al.: Using UMLS metathesaurus concepts to describe medical images: Dermatology vocabulary. Comp. Biol. Med. 36, 89–100 (2006)
Stark, M.M., Riesenfeld, R.F.: Wordnet: An electronic lexical database. In: Proceedings of 11th Eurographics Workshop on Rendering. MIT Press, Cambridge (1998)
Dong, Z.D., Dong, Q.: Hownet, http://www.keenage.com
Suchanek, F.M., Kasneci, G., et al.: YAGO: A Large Ontology from Wikipedia and WordNet. J. Web Sem. 6(3), 203–217 (2008)
Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., et al.: DBpedia - A Crystallization Point for the Web of Data. Journal of Web Semantics 7(3), 154–165 (2009)
Wu, F., Weld, D.S.: Automatically Refining the Wikipedia Infobox Ontology. In: Proceeding of 17th International Conference on World Wide Web, pp. 635–644. ACM (2008)
Wu, F., Weld, D.S.: Autonomously semantifying Wikipedia. In: Proceedings of the 16th ACM International Conference on Information and Knowledge Management, pp. 41–50. ACM Press, New York (2007)
Huang, L.X.: Concept of thesaurus and its application in Web Information Retrieval. Modern Information 8, 171–172 (2005)
Zhao, X.L.: Chinese General E-Government Thesaurus (Category table). Scientific and Technical Documentation Press (2005)
Zhao, X.L.: Chinese General E-Government Thesaurus (Alphabetical table). Scientific and Technical Documentation Press (2005)
Zeng, Y., Wang, H., Hao, H.W., Xu, B.: Statistical and Structural Analysis of Web-based Collaborative Knowledge Bases Generated from Wiki Encyclopedia. In: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence (2012)
Mei, J.J., et al.: Tongyici Cilin. Shanghai Lexicographical Publishing House (1983)
Salton, G., Buckley, C.: Term-weighting approaches in automatic text retrieval. Information Processing & Management 24(5), 513–523 (1988)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wang, T., Song, J., Di, R., Liang, Y. (2013). A Thesaurus and Online Encyclopedia Merging Method for Large Scale Domain-Ontology Automatic Construction. In: Wang, M. (eds) Knowledge Science, Engineering and Management. KSEM 2013. Lecture Notes in Computer Science(), vol 8041. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39787-5_11
Download citation
DOI: https://doi.org/10.1007/978-3-642-39787-5_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39786-8
Online ISBN: 978-3-642-39787-5
eBook Packages: Computer ScienceComputer Science (R0)