Castells, Pablo; Fernandez, Miriam; Vallet, David; Mylonas, Phivos and Avrithis, Yannis
Self-tuning Personalized Information Retrieval in an Ontology-Based Framework.
In: 1st IFIP WG 2.12 & WG 12.4 International Workshop on Web Semantics (SWWS 2005), 31 Oct - 04 Nov 2005, Agia Napa, Cyprus, pp. 977–986.
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Reliability is a well-known concern in the field of personalization technologies. We propose the extension of an ontology-based retrieval system with semantic-based personalization techniques, upon which automatic mechanisms are devised that dynamically gauge the degree of personalization, so as to benefit from adaptivity but yet reduce the risk of obtrusiveness and loss of user control. On the basis of a common domain ontology KB, the personalization framework represents, captures and exploits user preferences to bias search results towards personal user interests. Upon this, the intensity of personalization is automatically increased or decreased according to an assessment of the imprecision contained in user requests and system responses before personalization is applied.
||2005 Springer Verlag
|Project Funding Details:
|Funded Project Name||Project ID||Funding Body|
|Not Set||Not Set||European Commission under contract FP6- 001765 aceMedia|
Series: LNCS Vol 3762 p. 977-986
The original publication is available at www.springerlink.com
||Knowledge Media Institute
|Interdisciplinary Research Centre:
||Centre for Research in Computing (CRC)
||17 May 2011 15:29
||17 May 2011 18:10
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