Abstract
Applying traditional Adaptive Hypermedia techniques to the personalization of news can pose a number of problems. The first main difficulty is the fact that news is inherently dynamic, thus producing an ever shifting pool from which content can be sourced. The second difficulty arises when trying to model a users interests and how they may be related to the available news items. This paper investigates the use of ontologies as a means of providing semantic bridges between available news items from RSS [1] news feeds and the interests of a user. Specifically, it investigates the combination of AH techniques with the ideas of loose and strict ontologies as the basis for personalization. This combination is highlighted through the design, development and evaluation of the Personalized News Service (PNS), which is based on the APeLS architecture [2].
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References
Really Simple Syndication (RSS) Specification v2.0, Available online at: http://blogs.law.harvard.edu/tech/rss
Conlan, O., Wade, V., Bruen, C., Gargan, M.: Multi-model, Metadata Driven Approach to Adaptive Hypermedia Services for Personalized eLearning. In: De Bra, P., Brusilovsky, P., Conejo, R. (eds.) AH 2002. LNCS, vol. 2347, p. 100. Springer, Heidelberg (2002)
Conklin, J.: Hypertext: An Introduction and Survey. IEEE Computer 20(9), 17–41 (1987)
De Bra, P., Aerts, A., Berden, B., de Lange, B., Rousseau, B., Santic, T., Smits, D., Stash, N.: AHA! The Adaptive Hypermedia Architecture. In: Proceedings of the ACM Hypertext Conference, Nottingham, UK, pp. 81–84
Brusilovsky, P., Schwarz, E., Weber, G.: ELM-ART: An Intelligent Tutoring System on World Wide Web. In: Lesgold, A.M., Frasson, C., Gauthier, G. (eds.) ITS 1996. LNCS, vol. 1086. Springer, Heidelberg (1996)
Specht, M., Cravcik, M., Pesin, L., Klemke, R.: Authoring Adaptive Educational Hypermedia in WINDS. In: Proceedings of ABIS 2001, Dortmund, Germany, pp. 1–8 (October 2001)
Web Ontology Language (OWL) Reference, Available online at: http://www.w3.org/TR/2004/REC-owl-ref-20040210/
DAML+OIL Reference Description (March 2001), Available online at: http://www.w3.org/TR/daml+oil-reference
Merialdo, B., Lee, K.T., Luparello, D., Roudaire, J.: Automatic Construction of Personalised TV News Programs. In: ACM Multimedia 1999, Orlando, Florida, USA, pp. 323–331 (October 1999)
Jokela, S., Turnpeinen, M., Kurki, T., Savia, E., Sulonen, R.: The Role of Structured Content in a Personalised News Service. In: Proceedings of the 34th Hawaii International Conference on System Sciences 2001, pp. 1–10 (2001)
Ardissono, L., Console, L., Torre, I.: An Adaptive System for the Personalised Access to News. In: AI Communications, vol. 14, pp. 129–147 (2001)
Tan, A.-H., Teo, C.: Learning User Profiles for Personalised Information Dissemination. In: Proceedings of International Joint Conference on Neural Network, pp. 183–188 (1998)
The Protégé Ontology Editor and Knowledge Acquisition System, Available online at: http://protege.stanford.edu
Arjona, J., Corchuelo, R., Ruiz, A., Toro, M.: Automatic Extraction of Semantically-Meaningful Information from the Web. In: De Bra, P., Brusilovsky, P., Conejo, R. (eds.) AH 2002. LNCS, vol. 2347, pp. 24–35. Springer, Heidelberg (2002)
Kay, J., Lum, A., Apted, T.: Supporting Metadata Creation with an Ontology Built from an Extensible Dictionary. In: De Bra, P.M.E., Nejdl, W. (eds.) AH 2004. LNCS, vol. 3137, pp. 4–13. Springer, Heidelberg (2004)
Jena Semantic Web Framework, Available online at: http://jena.sourceforge.net/
RDQL, A Query Language for RDF, Available online at: http://www.w3.org/Submission/2004/SUBM-RDQL-20040109/
Kalfoglou, Y., Domingue, J., Motta, E., Vargas-Vera, M., Shum, S.B.: MyPlanet: An Ontology-Driven Web-Based personalised news service. In: Proceedings IJCAI 2001 Workshop on Ontologies and Information Sharing, Seattle USA, pp. 140–148 (2001)
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Conlan, O., O’Keeffe, I., Tallon, S. (2006). Combining Adaptive Hypermedia Techniques and Ontology Reasoning to Produce Dynamic Personalized News Services. In: Wade, V.P., Ashman, H., Smyth, B. (eds) Adaptive Hypermedia and Adaptive Web-Based Systems. AH 2006. Lecture Notes in Computer Science, vol 4018. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11768012_10
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DOI: https://doi.org/10.1007/11768012_10
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