Providing entertainment by content-based filtering and semantic reasoning in intelligent recommender systems

IEEE Transactions on Consumer Electronics

Volumn 54, Issue 2, 2008, Pages 727-735

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

^a UNIVERSITY OF VIGO   (Spain)

Author keywords

Cognition; Digital video broadcasting; Filtering; HDTV; Ontologies; Semantic web; TV

Indexed keywords

DIGITAL TELEVISION; INFORMATION RETRIEVAL SYSTEMS; INFORMATION THEORY; INTELLIGENT AGENTS; INTERACTIVE COMPUTER GRAPHICS; SEMANTICS; SYNTACTICS; TELEVISION BROADCASTING;

CONTENT-BASED; CONTENT-BASED FILTERING (CBF); FLEXIBLE WAY; INFORMATION OVERLOADING; INTERACTIVE DIGITAL TELEVISION; METRICS (CO); OVERSPECIALIZATION; REASONING TECHNIQUES; RECOMMENDER SYSTEMS; SEMANTIC REASONING; SIMILARITY METRICS; USER'S PREFERENCES;

INTELLIGENT SYSTEMS;

EID: 48749117332     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2008.4560154     Document Type: Article

References (24)

1. K. van Rijsbergen, "Information retrieval". University of Glasgow, 1975.
2. B. Schafer, J. Konstan, and J. Riedl, "Recommender systems in ecommerce," Proc. of 1st ACM Conference on Electronic Commerce, 1999, pp. 158- 166.
3. A. Griffiths, "Digital television strategies: Business challenges and opportunities". Palgrave Macmillan, 2003.
4. M. Montaner, B. López, and J. de la Rosa, "A taxonomy of recommender agents on the Internet," Artificial Intelligence Review, vol. 19, no. 4, pp. 285-330, June 2003.
5. 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.
6. TV-Anytime Specification Series S-3 on Metadata, 2001 [on line]. Available in http://www.tv-anytime.org.
7. T. Berners-Lee, J. Hendler, and O. Lassila, "The Semantic Web: A new form of Web content that is meaningful to computers will unleash a revolution of new possibilities," The Scientific American, vol. 279, no. 5, pp. 34-43, May 2001.
8. S. Staab, and R. Studer, Handbook on Ontologies (International Handbook on Information Systems). Springer, 2003.
9. D. Beckett. RDF/XML Syntax Specification. W3C Recommendation, 2004.
10. D. Brickley, and R.V. Guha. RDF Vocabulary Description Language 1.0: RDF Schema. W3C Recommendation, 2004.
11. DAML: The DARPA Agent Markup Language, 2000 [on line]. Available in http://www.daml.org
12. D. Fensel, F. van Harmelen, I. Horrocks, D. McGuiness, and P. Patel-Schneider, "OIL: An ontology infraestructure for the Semantic Web," IEEE Intelligent Systems, vol. 16, no. 2, pp. 38-45, Jan. 2001.
13. D. McGuinness, and F. van Harmelen. OWL Web Ontology Language Overview. W3C Recommendation, 2004.
14. S. Morris, and A. Smith-Chaigneau. Interactive TV Standards. Focal Press, 2005.
15. Digital Multimedia Broadcasting Specifications, 2005 [on-line]. Available in http://www.worlddab.org
16. M. Kornfeld, and U. Reimers, "DVB-H, the emerging standard for mobile data communication", EBU Technical Review, Jan. 2005.
17. MBMS white paper. Telia Sonera, 2004 [on line]. Available in http:// www.medialab.sonera.fi/workspace/MBMSWhitePaper.pdf
18. MediaFLO, 2005. http://www.qualcomm.com/mediaflo/index.shtml
19. DVB consortium, "Globally Executable MHP," ETSI TS 102 819 V1.3.1, June 2006.
20. L. Ardissono, A. Kobsa, and M. Maybury, "Personalized Digital Television: Targeting Programs to Individual Users". Kluwer Academic Publisher, 2004.
21. Y. Blanco, J. Pazos, A. Gil, M. Ramos, M. López, J. García, A. Fernández, R. Diaz, J. Bermejo, "A flexible semantic inference methodology to reason about user preferences in knowledge-based recommender systems," Knowledge-Based Systems, In press. Available in http://dx.doi.org/10.1016/j.knosys.2007.07.004
22. R. Diestel, "Graph theory". Springer-Verlag, 2000.
23. C. Rocha, D. Schawabe, and M. Poggi, " A hybrid approach for searching in the Semantic Web," Proc. of 13th International World Wide Web (www), 2004, pp. 374-383.
24. M. López-Nores, J. Pazos-Arias, J. García-Duque, Y. Blanco-Fernández, M. Rey-López, and E. Casquero-Villacorta, "Spontaneous and personalized advertising through MPEG-7 and semantic reasoning," Proc. of 2nd International Conference on Signal Processing and Multimedia Applications (SIGMAP), Barcelona, Spain, July 2007.