Abstract
In semantic social network, the relations between users are inferred by measuring the similarity between the corresponding personal ontologies. However, “over-enriched” personal ontologies have caused some difficulties in being discriminated from other personal ontologies. For efficiently annotating resources in their own repositories, people simply append ontology fragments retrieved from standard ontologies and from other neighbors’ personal ontologies along to social links. In this paper, we propose a preprocessing method to extract preferential concepts for comparing with social semantics. In order to prune out irrelevant concepts from personal ontologies, alignment-based concept classification process is designed by checking these two main criteria; i) redundancy (e.g., if there already exist semantically identical concepts), and ii) tendency (e.g., if there exist semantically declined concepts). Finally, we want to show an application scenario to demonstrate our contributions.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Huhns, M.N., Stephens, L.M.: Agents on the web: Personal ontologies. IEEE Internet Computing 3(5), 85–87 (1999)
Decker, S., Frank, M.R.: The networked semantic desktop. In: Bussler, C., Decker, S., Schwabe, D., Pastor, O. (eds.) Proc. of the WWW2004 Work. on Application Design, Development and Implementation Issues in the Semantic Web (2004)
Jung, J.J.: Collaborative web browsing based on semantic extraction of user interests with bookmarks. J. of Universal Computer Science 11(2), 213–228 (2005)
Jung, J.J.: Visualizing recommendation flow on social network. J. of Universal Computer Science 11(11), 1780–1791 (2005)
Jung, J.J.: Ontological Framework Based on Contextual Mediation for Collaborative Information Retrieval. Information Retrieval 10(1), 85–109 (2007)
Jung, J.J., Euzenat, J.: Towards semantic social networks (to appear). In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. Proc. of 4th Euro. Semantic Web Conf., Springer, Heidelberg (to appear, 2007)
Euzenat, J., Valtchev, P.: Similarity-based ontology alignment in OWL-Lite. In: de Mántaras, R.L., Saitta, L. (eds.) ECAI’2004. Proc. of 16th Euro. Conf. on Artificial Intelligence, Valencia, Spain, August 22-27, pp. 333–337. IOS Press, Amsterdam (2004)
Wasserman, S., Faust, K.: Social Network Analysis. Cambridge University Press, Cambridge (1994)
Kleinberg, J.M.: Authoritative sources in a hyperlinked environment. J. of ACM 46(5), 604–632 (1999)
Hotho, A., Maedche, A., Staab, S.: Ontology-based text document clustering. Künstliche Intelligenz 16(4), 48–54 (2002)
Baumgartner, R., Henze, N., Herzog, M.: The personal publication reader: Illustrating web data extraction, personalization and reasoning for the semantic web. In: Gómez-Pérez, A., Euzenat, J. (eds.) ESWC 2005. LNCS, vol. 3532, pp. 515–530. Springer, Heidelberg (2005)
Haase, P., Hotho, A., Schmidt-Thieme, L., Sure, Y.: Collaborative and usage-driven evolution of personal ontologies. In: Gómez-Pérez, A., Euzenat, J. (eds.) ESWC 2005. LNCS, vol. 3532, pp. 486–499. Springer, Heidelberg (2005)
Mika, P.: Ontologies are us: A unified model of social networks and semantics. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 522–536. Springer, Heidelberg (2005)
Rousset, M.C.: Small can be beautiful in the semantic web. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 6–16. Springer, Heidelberg (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Jung, J.J., Kim, HG., Jo, GS. (2007). Alignment-Based Preprocessing of Personal Ontologies on Semantic Social Network. In: Apolloni, B., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2007. Lecture Notes in Computer Science(), vol 4693. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74827-4_33
Download citation
DOI: https://doi.org/10.1007/978-3-540-74827-4_33
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74826-7
Online ISBN: 978-3-540-74827-4
eBook Packages: Computer ScienceComputer Science (R0)