Title :
Exploiting digital TV users´ preferences in a tourism recommender system based on semantic reasoning
Author :
Blanco-Fernández, Yolanda ; López-Nores, Martín ; Pazos-Arias, José J. ; Gil-Solla, Alberto ; Ramos-Cabrer, Manuel
Author_Institution :
Dept. of Telematics Eng., Univ. of Vigo, Vigo, Spain
fDate :
5/1/2010 12:00:00 AM
Abstract :
Tourism recommender systems match the user preferences against the huge diversity of tourist resources, helping to decide where to go and what to do. Current approaches require the users to initialize manually their profiles by expressing their interests accurately, which is a very tedious process. We propose a system that automatically infers the users¿ preferences from their TV viewing histories, i.e., the tourism resources the users might appreciate are selected by considering the TV contents they enjoyed in the past. To this aim, we have developed a context-aware semantics-based recommendation strategy that considers both the users¿ preferences and the interests of like-minded individuals. The resulting recommendations shape a tailormade on-move travel plan the users can access via (domestic and) handheld consumer devices.
Keywords :
Context-aware services; Cultural differences; Digital TV; History; Recommender systems; Roads; Semantic Web; Shape; Space technology; Web services; Context-aware recommender systems, personalized tourism, Digital TV, Semantic Web, Web Services;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2010.5506018