AVATAR: An improved solution for personalized TV based on semantic inference

IEEE Transactions on Consumer Electronics

Volumn 52, Issue 1, 2006, Pages 223-231

  Blanco Fernández, Yolanda ^a   Pazos Arias, José J ^a   López Nores, Martín ^a   Gil Solla, Alberto ^a   Ramos Cabrer, Manuel ^a  

^a UNIVERSITY OF VIGO   (Spain)

Author keywords

Digital TV; MHP; Recommender systems; Semantic web

Indexed keywords

SEMANTICS; TELEVISION BROADCASTING; TELEVISION STANDARDS;

PERSONALIZED TELEVISION; RECOMMENDER SYSTEMS; SEMANTIC INFERENCE;

DIGITAL TELEVISION;

EID: 33644991842     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/tce.2006.1605051     Document Type: Article

References (18)

1. R. Rast, "The dawn of digital tv," IEEE Spectrum, pp. 19-23, Oct. 2005.
2. G. Antoniou, and F. van Harmelen, A Semantic Web Primer. The MIT Press, 2004.
3. L. Ardissono, A. Kobsa, and M. Maybury, "Personalized Digital Television: Targeting Programs to Individual Users". Kluwer Academic Publisher, 2004.
4. G. Adomavicius, and A. Tuzhilin, "Towards the next generation of recommender systems: A survey of the state-of-the-art and possible extensions," IEEE Trans. on Knowledge and Data Engineering, vol. 17, no. 6, pp. 739-749, Jan. 2005.
5. B. Smyth, and P. Cotter, "Surfing the digital wave: Generating personalized tv listings using collaborative, case-based recommendations," 3rd International Conference on Case-Based Reasoning, 1999, pp. 561-571.
6. B. Miller, I. Albert, S. Lam, J. Konstan, and J. Riedl, "Movielens unplugged: Experiences with an occasionally connected recommender system," ACM Conference on Intelligent User Interfaces, 2003.
7. R. Burke, "Hybrid recommender systems: Survey and experiments," User Modeling and User-Adapted Interaction, vol. 12, no. 4, pp. 331-370, 2002.
8. P. Cotter, and B. Smyth, "A personalized television listing service," Communications of the ACM, vol. 43, no. 8, pp. 107-111, 2000.
9. S. Morris, and A. Smith-Chaigneau. Interactive TV Standards. Focal Press, 2005.
10. TV-Anytime Specification Series S-3 on Metadata, 2001 [on line]. Available in http://www.tv-anytime.org.
11. M. Kornfeld, and U. Reimers, "DVB-H, the emerging standard for mobile data communication", EBU Technical Review, January 2005.
12. MBMS white paper. Telia Sonera, 2004. [on line]. Available in http:// www.medialab.sonera.fi/workspace/MBMSWhitePaper.pdf
13. MediaFLO, 2005. http://www.qualcomm.com/mediaflo/index.shtml
14. D. McGuinness, and F. van Harmelen. OWL Web Ontology Language Overview. W3C Recommendation, 2004.
15. S. Middleton, Capturing Knowledge of User Preferences with Recommender Systems, PhD thesis. Department of Electronic and Computer Science. University of Southampton, 2003.
16. S. Staab, and R. Studer, Handbook on Ontologies (International Handbook on Information Systems). Springer, 2003.
17. Y. Blanco, J. Pazos, A. Gil, M. Ramos, M. Lopez, and B. Barragáns, "AVATAR: Modeling users by dynamic ontologies in a tv recommender system based on semantic reasoning," 3rd European Conference on Interactive TV, 2005, pp. 173-181.
18. B. Sarwar, G. Karypis, J. Konstan, and J. Riedl, "Item-based collaborative filtering recommendation algorithms," 10th World Wide Web Conference, 2001, pp. 285-295.