Knowledge Processing for Web Search – An Integrated Model and Experiments

Gurský, Peter; Horvath, Tomas; Jirásek, Jozef; Novotny, Robert; Pribolová, Jana; Vaneková, Veronika; Vojtáš, Peter

Abstract

We propose a model of a middleware system enabling personalized web
search for users with different preferences. We integrate both inductive and deductive tasks to find user preferences and consequently best objects. The model is based on modeling preferences by fuzzy sets and fuzzy logic. We present the model-theoretic semantics for fuzzy description logic f-EL which is the motivation of creating a model for fuzzy RDF. Our model was experimentally implemented and the integration was tested.

Citation

Gurský, P., Horvath, T., Jirásek, J., Novotny, R., Pribolová, J., Vaneková, V., & Vojtáš, P. Knowledge Processing for Web Search – An Integrated Model and Experiments. Presented at Symposium on Intelligent and Distributed Computing IDC, Craiova, Romania

• Presentation Conference Type: Conference Paper (published)
• Conference Name: Symposium on Intelligent and Distributed Computing IDC
• Acceptance Date: Feb 9, 2008
• Online Publication Date: Mar 1, 2008
• Publication Date: 2008
• Deposit Date: Apr 2, 2024
• Print ISSN: 1895-1767
• Publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
• Peer Reviewed: Peer Reviewed
• Volume: 9
• Issue: 1
• Pages: 51-59
• Keywords: middleware, fuzzy DL, fuzzy RDF, relevant objects, user preferences
• Public URL: http://researchrepository.napier.ac.uk/Output/3584501
• Publisher URL: https://www.scpe.org/index.php/scpe/article/view/521