Title :
Personalized Recommendation System Reflecting User Preference with Context-Awareness for Mobile TV
Author :
Yong, Suk Jung ; Lee, Hyung Do ; Yoo, Han Ku ; Youn, Hee Yong ; Song, Ohyoung
Author_Institution :
Sch. of Inf. Commun. Eng., SungKyunKwan Univ., Suwon, South Korea
Abstract :
Mobile TV provides multimedia contents to the user by wireless communication. Here the personalized recommendation system allows the users to easily select the contents wanting to access. In this paper we propose a personalized recommendation scheme which considers the activities of the user at runtime and the information on the environment around the user. It allows efficient operation in mobile device, and interoperability between the TV multimedia metadata and ontology. The accuracy of the proposed scheme is evaluated by an experiment, which reveals a significant improvement compared to the existing schemes.
Keywords :
meta data; mobile television; multimedia computing; recommender systems; ubiquitous computing; TV multimedia metadata; context-awareness; interoperability; mobile TV; ontology; personalized recommendation system; user preference; Accuracy; Cognition; Context; Mobile handsets; Multimedia communication; Ontologies; TV; Context-awareness; mobile TV; multimedia contents; ontology; recommendation;
Conference_Titel :
Parallel and Distributed Processing with Applications Workshops (ISPAW), 2011 Ninth IEEE International Symposium on
Conference_Location :
Busan
Print_ISBN :
978-1-4577-0524-3
Electronic_ISBN :
978-0-7695-4429-8
DOI :
10.1109/ISPAW.2011.70
