Abstract
Most ontology development methodologies practice on ontology reuse. However, those methodologies fail to define precisely the ontology reuse activities. Since the process of ontology engineering should be iterative, a base ontology is a fundamental of a new ontology. This paper highlights building a new base ontology from analysis of 40 webpages of a durian domain using Modified Methodology and is known as Durian Base Ontology (DuriO). The extracted terms are reorganized and converted into Web Ontology Language (OWL). SPARQL is employed in the experiment to obtain the desired answer by evaluating the functionality of DuriO using competency questions. Result shown that, DuriO can be employed successfully in semantic search engine. However, DuriO is base type ontology which many aspects such (class, property and instance) can be further incorporated.
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References
Ding, Y., Foo, S.: Ontology research and development. Part 1 - a review of ontology generation. Journal of Information Science 28, 123–136 (2002)
Maedche, A., Staab, S.: Ontology learning for the Semantic Web. IEEE Intelligent Systems 16, 72–79 (2001)
Kapoor, B., Sharma, S.: A comparative study ontology building tools for semantic web applications. International Journal of Web & Semantic Technology (IJWesT) 1, 1–13 (2010)
Lau, R.Y.K., Yuefeng, L., Yue, X.: Mining Fuzzy Domain Ontology from Textual Databases. In: International Conference on Web Intelligence, pp. 156–162. IEEE/WIC/ACM (2007)
Allemang, D., Hendler, J.: Semantic web for the working ontologist: effective modeling in RDFS and OWL. Morgan Kaufmann (2011)
How to: extend an ontology, http://topquadrantblog.blogspot.com/2011/03/how-to-extend-ontology.html
Bontas, E.P., Mochol, M., Tolksdorf, R.: Case studies on ontology reuse. In: Proceedings of the IKNOW 2005 International Conference on Knowledge Management (2005)
Performance Management & Delivery Unit, http://etp.pemandu.gov.my/Overview_of_NKEAs_-@-Overview_of_NKEAs.aspx
Eksport Durian Sejuk Beku ke Republik Rakyat China, http://www.fama.gov.my/c/document_library/get_file?uuid=2e2cb4c8-cf8d-4863-b523-229338a74b1c&groupId=7382656.html
Mukhopadhyay, D., Banik, A., Mukherjee, S., Bhattacharya, J., Kim, Y.-C.: A Domain Specific Ontology Based Semantic Web Search Engine (2004)
Antoniou, G., Christophides, V., Plexousakis, D., Doerr, M.: Semantic Web Fundamentals (2003)
Search beyond Google, https://www.technology.com/articles/print_version/roush0304.asp
Berners-Lee, T., Hendler, J., Lassila, O.: The Semantic Web. Scientific American 284, 5 (2001)
Leung, N.K.Y., Lau, S.K., Fan, J., Tsang, N.: An integration-oriented ontology development methodology to reuse existing ontologies in an ontology development process. In: Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services. ACM, Ho Chi Minh City (2011)
Pinto, H.S., Martins, J.P.: A methodology for ontology integration. In: Proceedings of the 1st International Conference on Knowledge Capture. ACM, Victoria (2001)
Cruz, I.R., Huiyong, X., Feihong, H.: An ontology-based framework for XML semantic integration. In: Proceedings of the International Database Engineering and Applications Symposium, IDEAS 2004, pp. 217–226 (2004)
Woodruff, A., Aoki, P.M., Brewer, E., Gauthier, P., Rowe, L.A.: An investigation of documents from the World Wide Web. Computer Networks and ISDN Systems 28, 963–980 (1996)
W3C Semantic Web, http://www.w3.org/RDF/FAQ
Sudeepathi, G., Anuradha, G., Babu, P.M.S.P.: A survey on Semantic Web Search Engine. International Journal of Computer Science Issues 9, 241–245 (2012)
Jones, D., Bench-Capon, T., Visser, P.: Methodologies for ontology development. In: Proc. IT&KNOWS Conference of the 15th IFIP World Computer Congress, pp. 20–35. Citeseer (1998)
Wache, H., Voegele, T., Visser, U., Stuckenschmidt, H., Schuster, G., Neumann, H., Hübner, S.: Ontology-based integration of information-a survey of existing approaches. In: IJCAI 2001 Workshop: Ontologies and Information Sharing, pp. 108–117. Citeseer (2001)
Fernández López, M.: Overview of Methodologies for building ontologies. In: Proceedings of the IJCAI 1999 Workshop on Ontologies and Problem-Solving Methods, KRR5 (1999)
Grüninger, M., Fox, M.S.: Methodology for the Design and Evaluation of Ontologies (1995)
Malaysia Agriculture Research and Development Institute, http://www.mardi.my/en/web/guest/kata-aluan-ketua-pengarah.html
Bakar, Z.A., Ismail, K.N.: Classification of durian characteristics for semantic representation from web documents. In: 2012 IEEE Symposium on E-Learning, E-Management and E-Services (IS3e), pp. 1–5. IEEE (2012)
Sini, M., Yadav, V., Singh, J., Awasthi, V.: Knowledge models in agropedia indica (2009)
Knowledge Models, http://agropedia.iitk.ac.in/
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Abu Bakar, Z., Ismail, K.N. (2013). Base Durian Ontology Development Using Modified Methodology. In: Noah, S.A., et al. Soft Computing Applications and Intelligent Systems. M-CAIT 2013. Communications in Computer and Information Science, vol 378. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40567-9_18
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DOI: https://doi.org/10.1007/978-3-642-40567-9_18
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