Abstract
User profile is an essential component for accessing the personalized information from the Web. Efficiency of personalized accessed information highly depends on how to model the user details to construct user profile. Previously, user profile was constructed by collecting list of keywords to inferring user interests. These kinds of approaches are not sufficient for many applications. In this paper, we have proposed a new method for constructing semantic user profile for personalized information access. User’s query is extended using ontological profile for generation of personalized search context. Experimental results show that our method of constructing semantic profile is effective for searching information with individual needs.
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References
Mohammed, N.U., Duong, T.H., Jo, G.S.: Contextual Information Search Based on Ontological User Profile. In: Pan, J.-S., Chen, S.-M., Nguyen, N.T. (eds.) ICCCI 2010, Part II. LNCS (LNAI), vol. 6422, pp. 490–500. Springer, Heidelberg (2010)
Golemati, M., Katifori, A., Vassilakis, C., Lepouras, G., Halatsis, C.: Creating an Ontology for the User Profile: Method and Applications. In: RCIS, Morocco (2007)
Salton, G., McGill, M.J.: An Introduction to Modern Information Retrieval. McGraw-Hill (1983)
Gauch, S., Speretta, M., Chandramouli, A., Micarelli, A.: User Profiles for Personalized Information Access. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 54–89. Springer, Heidelberg (2007)
Tang, J., Yao, L., Zhang, D., Zhang, J.: A combination Approach to Web User Profiling. ACM Transaction on Knowledge Discovery from Data V(N), 1–38 (2010)
Duong, T.H., Uddin, M.N., Li, D., Jo, G.S.: A Collaborative Ontology-Based User Profiles System. In: Nguyen, N.T., Kowalczyk, R., Chen, S.-M. (eds.) ICCCI 2009. LNCS (LNAI), vol. 5796, pp. 540–552. Springer, Heidelberg (2009)
Mylonas, P., Vallet, D., Castells, P., Fernandez, M., Avrithis, Y.: Personalized information retrieval based on context and ontological knowledge. The Knowledge Engineering Review, 1–24 (2004)
Sieg, A., Mobasher, B., Burke, R.: Learning Ontology-Based User Profiles: A semantic Approach to Personalized Web Search. IEEE Intelligent Informatics Bulletin 8(1) (November 2007)
Gruber, T.: A translation Approach to portable Ontology specifications. Knowledge Acquisition 5, 199–220 (1993)
Danilowicz, C., Nguyen, N.T.: Consensus-based partitions in the space of ordered partitions. Pattern Recognition 21(3), 269–273 (1988)
Nguyen, N.T.: Inconsistency of Knowledge and Collective Intelligence. Cybernetics and Systems 39(6), 542–562 (2008)
Nguyen, N.T.: A Method for Ontology Conflict Resolution and Integration on Relation Level. Cybernetics and Systems 38(8) (2007)
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Uddin, M.N., Duong, T.H., Sean, V., Jo, GS. (2012). Construction of Semantic User Profile for Personalized Web Search. In: Nguyen, NT., Hoang, K., Jȩdrzejowicz, P. (eds) Computational Collective Intelligence. Technologies and Applications. ICCCI 2012. Lecture Notes in Computer Science(), vol 7654. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34707-8_11
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DOI: https://doi.org/10.1007/978-3-642-34707-8_11
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