Title :
Ontology-Based Matchmaking Approach for Context-Aware Recommendations
Author :
Naudet, Yannick ; Mignon, Sabrina ; Lecaque, Lionel ; Hazotte, Cyril ; Groues, Valentin
Author_Institution :
Henri Tudor Public Res. Center, Centre d´´lnnovation par les Technol. de´´lnformation, Kirchberg
Abstract :
In this short paper, we present a series of ontologies allowing modeling of user, multimedia content and context, and a rule-based matchmaking approach for recommending systems. Category-based preferences as well as the expression of any interest concerning a concept formalized in an ontology are allowed. Furthermore, recommendations can be provided adequately in different situations as the user ontology allows expressing context-dependent interests. The approach has been successfully applied in a prototype of video recommender for mobile device.
Keywords :
information filtering; information filters; mobile computing; multimedia computing; ontologies (artificial intelligence); ubiquitous computing; context-aware recommendations; mobile device; multimedia content; ontology-based matchmaking; recommending systems; video recommender; Context modeling; Demography; Filtering; Multimedia systems; Ontologies; Paper technology; Prototypes; Recommender systems; Semantic Web; TV; context-awarness; ontologies; personalization; recommendations;
Conference_Titel :
Automated solutions for Cross Media Content and Multi-channel Distribution, 2008. AXMEDIS '08. International Conference on
Conference_Location :
Florence
Print_ISBN :
978-0-7695-3406-0
DOI :
10.1109/AXMEDIS.2008.38
