Abstract
Web personalization can be seen as an interdisciplinary field whose objective is to facilitate the interaction between web content and user’s needs. It includes per definition several research domains from social to information sciences. The personalized search focuses on integrating the user context and needs in the information retrieval process. In this context, this paper presents a user modeling based spatial web personalization system that constructs a users’ model network. The idea is to provide user with personalized results based on his model and on the neighbour users’ models.
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References
Baazaoui, H., Aufaure, M.A., Ben Mustapha, N.: Extraction of ontologies from web pages: conceptual modeling and tourism. Journal of internet Technologies (2007)
Daoud, M., Tamine-Lechani, L., Boughanem, M., Chebaro, B.: A session based personalized search using an ontological user profile. In: Proceedings of the 2009 ACM Symposium on Applied Computing, SAC (2009)
Hadjouni, M., Baazaoui, H., Aufaure, M., Claramunt, C., Ben Ghezala, H.: Towards personalized spatial web architecture. In: Workshop Semantic Web meets Geospatial Applications, Held in Conjunction with International Conference on Geographic Information Science (2008)
Hadjouni, M., Baazaoui, H., Aufaure, M.A., Ben Ghezala, H.: Vers un système d’information pour la personnalisation sur le web basé sur la modélisation de l’utilisateur. Ingénierie des connaissances (2009)
Hadjouni, M., Haddad, M., Baazaoui, H., Aufaure, M., Ben Ghezala, H.: Personalized information retrieval approach. Web Information Systems Modeling. In: Conjunction with the 21st International Conference on Advanced Information Systems: CAiSE (2009)
Hook, K.: A Glass Box Approach to Adaptive Hypermedia. PhD thesis. Stockholm University (1996)
Jrad, Z., Aufaure, M., Hadjouni, M.: A contextual user model for web personalization. In: Weske, M., Hacid, M.-S., Godart, C. (eds.) WISE Workshops 2007. LNCS, vol. 4832, pp. 350–361. Springer, Heidelberg (2007)
Kobsa, A.: User modeling and user-adapted interaction. User Modeling and User-Adapted Interaction 15(1-2), 185–190 (2005)
Koutrika, G., Ioannidis, Y.: A unified user-profile framework for query disambiguation and personalization. In: Workshop on New Technologies for Personalized Information Access, Held in Conjunction with the 10th International User Modeling (2005)
Kuhn, W.: Handling data spatially: Spatializing user interfaces. In: Proceedings of 7th International Symposium on Spatial Data Handling, SDH 1996, Advances in GIS Research II, vol. 2, pp. 13B.1–13B. 23. IGU (1996)
Larson, R., Frontiera, P.: Spatial ranking methods for geographic information retrieval (gir) in digital libraries. In: Heery, R., Lyon, L. (eds.) ECDL 2004. LNCS, vol. 3232, pp. 45–56. Springer, Heidelberg (2004)
Liu, F., Yu, C., Meng, W.: Personalized web search by mapping user queries to categories. In: CIKM 2002: Proceedings of the Eleventh International Conference on Information and Knowledge Management, pp. 558–565. ACM, New York (2002)
Mladenic, D.: Text-learning and related intelligent agents: A survey. IEEE Intelligent Systems 14(4), 44–54 (1999)
Razmerita, L.: Modeling behavior of users in adaptive and semantic enhanced information systems: The role of a user ontology. In: Adaptive Hypermedia and Adaptive Web-Based Systems 2008, Hannover, Germany (August 2008)
Resnik, P.: Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research 11, 95–130 (1999)
Rieh, S.: Investigating web searching behavior in home environments. In: Todd, R.J. (ed.) Proceedings of the 66th ASIST Annual Meeting, vol. 40, pp. 255–264. Information Today, Medford, NJ (2003)
Schouten, K., Ruijgrok, P., Borsje, J., Frasincar, F., Levering, L., Hogenboom, F.: A semantic web-based approach for personalizing news. In: Proceedings of the 2010 ACM Symposium on Applied Computing (2010), pp. 854–861. ACM, New York (2010)
Sosnovsky, S., Dicheva, D.: Ontological technologies for user modeling. Int. J. Metadata Semant. Ontologies 5(1), 32–71 (2010)
Vallet, D., Castells, P., Fernández, M., Mylonas, P., Avrithis, Y.: Personalized content retrieval in context using ontological knowledge. IEEE Trans. Circuits Syst. Video Techn. 17(3), 336–346 (2007)
Winter, S., Tomko, M.: Translating the Web Semantics of Georeferences, pp. 297–333. Idea Publishing, Hershey (2006)
Yang, Y.: Towards spatial web personalization. PhD thesis, Ecole Nationale Supérieure d’Arts et Métiers (2006)
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Myriam, H., Hajer, B., Aude, A.M., Henda, B.G. (2011). User Modeling-Based Spatial Web Personalization. In: König, A., Dengel, A., Hinkelmann, K., Kise, K., Howlett, R.J., Jain, L.C. (eds) Knowlege-Based and Intelligent Information and Engineering Systems. KES 2011. Lecture Notes in Computer Science(), vol 6882. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23863-5_5
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DOI: https://doi.org/10.1007/978-3-642-23863-5_5
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