Abstract
Based on the analysis of the existing main ontology construction methods and tools, we proposed a user-oriented method of semi-automatic domain ontology construction. The method needs to build a descriptor set according to the user’s requirements, and establish a hierarchy structure based on it. Users can construct ontologies by using this method in the case without the participation of experts. And the method still has advantages for expansion, collaborative development of ontologies.
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References
Borst, P., Akkermans, H.: An ontology approach to product disassembly. In: Plaza, E., Benjamins, R. (eds.) Knowledge Acquisition, Modeling and Management. LNCS, vol. 1319, pp. 33–48. Springer, Heidelberg (1997)
Chao, Q., Fagui, L., Ming T.: Ontologies for the transactions on IoT. Int. J. Distrib. Sens. Netw. 2015, 1–12 (2015)
Gruber, T.R.: Towards principles for the design of ontologies used for knowledge sharing. Int. J. Hum. Comput. Stud. 43(5–6), 907–928 (1995)
Jin, L., Qian, W., Cong, W., Ning, C., Kui, R., Wenjing, L.: Fuzzy keyword search over encrypted data in cloud computing. In: Proceedings of the 29th IEEE International Conference on Computer Communications (INFOCOM 2010), pp. 441–445. IEEE (2010)
Benjamin, P.C., Menzel, C.P., Mayer, R.J., et al.: IDEF5 method report[R/OL] (2010). http://www.idef.com/pdf/Idef5.pdf
Uschold, M., Gruninger, M.: Ontologies: principle, methods and application. Knowl. Eng. Rev. 11(2), 93–136 (1996)
Fox, M.S.: The TOVE project: towards a common-sensemodel of the enterprise. Enterprise Integration Laboratory Technical report (1992)
Grüninger, M., Fox, M.S.: Methodology for the design and evaluation of ontologies (2011). http://stl.mie.utoron-to.ca/publications/gruniger-ijcai95.pdf
Kietz, J.U., Volz, R., Maedche, A.: Extracting a domain-specific ontol-ogy from a corporate intranet (2011). http://aclweb.org/anthology/w/woo/woo-0738.pdf
Maedcbe, A., Staab, S.: Learning ontologies for the semantic web. In: Workshop on the Semantic Web (SemWeb) (2001)
Guangqing, T.: Research on Knowledge Organization Based on Concept Lattice of Digital Library. Jilin University, Changchun (2012)
Ming, X.: Linked Data and Knowledge Representation Automatic Semantic Annotation. Wuhan University, Wuhan (2012)
Degeratu, M., Hatzivassiloglou, V.: Building automatically a business registration ontology. In: Proceedings of the 2nd National Conference on Digital Government Research (2002)
Khan, L., Wang, L.: Automatic ontology derivation using clustering for image classi canon. In: Proceedings of the 8th International Workshop on Multimedia Information Systems, IWMIS (2002)
Dong, W.: The Research of Chinese Ontology Learning Based on Web Mining. Taiyuan University of Technology, Taiyuan (2007)
Acknowledgements
This paper is supported by the 3th strategic rising industry program of Guangdong Province, (Project No. 2012556003); International Cooperation Special Program for platform, (Project No. 2012J510018); the key lab of cloud computing and big data in Guangzhou (Project No. SITGZ[2013]268-6); Engineering & Technology Research Center of Guangdong Province for Big Data Intelligent Processing (Project No. GDDST[2013]1589); Engineering & Technology Research Center of Guangdong Province for Big Data Intelligent Processing (Project No. GDDST[2013]1513-1-11). Guangdong Universities Scientific Innovation Project (Project No. 2013KJCX0177).
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Qu, C., Liu, F., Yu, H., Yuan, R., Wang, A. (2016). User Oriented Semi-automatic Method of Constructing Domain Ontology. In: Li, K., Li, J., Liu, Y., Castiglione, A. (eds) Computational Intelligence and Intelligent Systems. ISICA 2015. Communications in Computer and Information Science, vol 575. Springer, Singapore. https://doi.org/10.1007/978-981-10-0356-1_58
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DOI: https://doi.org/10.1007/978-981-10-0356-1_58
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