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IEICE Transactions on Information and Systems 2007 E90-D(5):859-862; doi:10.1093/ietisy/e90-d.5.859
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Copyright © 2007 The Institute of Electronics, Information and Communication Engineers

Regular Section -- Letters -- Artificial Intelligence and Cognitive Science

Web Page Filtering for Domain Ontology with the Context of Concept

Bo-Yeong KANG1 and Hong-Gee KIM1

1 The authors are with Seoul National University, Yeongeon-dong, Jongro-gu, Seoul, Korea. Corresponding author: Hong-Gee Kim, hgkim{at}snu.ac.kr, E-mail: comeng99{at}snu.ac.kr

Despite the importance of domain-specific resource construction for domain ontology development, few studies have sought to develop a method for automatically identifying domain ontology-relevant web pages. To address this situation, here we propose a web page filtering scheme for domain ontology that identifies domain-relevant web pages from the web based on the context of concepts. Testing of the proposed filtering scheme with a business domain ontology on YahooPicks web pages yielded promising filtering results that were superior to those obtained using the baseline system.

Key Words: web page filtering, domain ontology, concept context

Manuscript received November 10, 2006.

References

[1] T. Morita, Y. Shigeta, N. Sugiura, N. Fukuta, N. Izumi, and T. Yamaguchi, "DODDLE-OWL: On-the-fly ontology construction with ontology quality management," Proc. 3rd International Semantic Web Conference (ISWC), 2004.

[2] C.S. Lee, Introduction to the applications of domain ontology, IEEE Systems, Man and Cybernetics eNewsletter, Dec. 2005.

[3] J. Pustejovsky, The Generative Lexicon (Language, Speech and Communication), MIT Press, Cambridge, Massachusetts, 1995.

[4] Available from YahooPicks [http://picks.yahoo.com]

[5] Available from Poznañ University of Economics Online [http://bo.kie.ae.poznan.pl/BusinessOntology.owl]

[6] A. Moreno, D. Riaño, D. Isern, J. Bocio, D. Sánchez, and L. Jiménez, "Knowledge exploitation from the Web," 5th International Conference on Practical Aspects of Knowledge Management, pp.175–185, 2004.

[7] J. Bocio, D. Isern, A. Moreno, and D. Riaño, "Semantically grounded information search on the WWW," Artificial Intelligence Research and Development, vol.100, pp.349–356, IOS Press, 2005.

[8] M. Ehrig and A. Maedche, "Ontology-focused crawling of web documents," Proc. ACM Symposium on Applied Computing, 2003.

[9] C.C. Hsu and F. Wu, "Topic-specific crawling on the Web with the measurements of the relevancy context graph," Information Systems, vol.31, pp.232–246, 2006.


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This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
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Right arrow Articles by KANG, B.-Y.
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What's this?