Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Skip to main content
Springer Nature Link
Log in

Adaptive and personalized multimedia content delivery for disabled users in Internet TV

  • Original Paper
  • Published:
Signal, Image and Video Processing Aims and scope Submit manuscript

Abstract

This paper aims at the delivery of adaptive and personalized multimedia content in interactive Internet Protocol TeleVision (IPTV) environments, using programmable IP services through the MPEG-21 standard, also supporting the features for users with disabilities. Moreover, we propose a system that adapts to users’ preferences using profile separation, not only for individual users but also for user groups as a whole. The system takes advantage of explicit and implicit information through the users’ interaction with the IPTV environment, while the profile reflects groups of similar users, thus dropping the time needed for matching user patterns and profiles when forming a recommendation. The system works in conjunction with a simulation platform acting as an interaction interface between the IPTV architecture and the prospective viewer. Based on this, interactivity in IPTV is faced through metadata and adaptation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. ISO MPEG-7, Part 8: Information technology—multimedia content description interface—Part 8: extraction and use of MPEG-7 descriptions, ISO/IEC TR 15938-8 (2002)

  2. ISO MPEG-21, part1: Information technology—Multimedia framework (MPEG-21)—Vision, Technologies and Strategy, ISO/IEC TR 21000-1 (2004)

  3. Marilly E., Delègue G., Martinot O., Betgé-Brezetz S.: Adaptation and personalisation of interactive mobile TV services. J. Commun. Netw. 6(Part 1), 33–39 (2007)

    Google Scholar 

  4. van Barneveld, J., van SettenInvolving, M.: Users in the Design of User Interfaces for TV Recommender Systems. In: Proceedings of the Workshop on Personalization in Future TV, Pittsburgh, PA, pp. 22–26 (2003)

  5. Baudisch, P., Brueckner, L.: TV Scout: lowering the entry barrier to personalized TV program recommendations. In: Proceedings of the Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, Malaga, Spain, pp. 58–68 (2002)

  6. Dix A.J., Finlay J.E., Abowd G.D., Baele R.: Human–Computer Interaction, 2nd edn. Prentice-Hall Europe, London (1998)

    Google Scholar 

  7. Herlocker, J.L., Konstan, J., Riedl J.: Explaining collaborative filtering recommendations. In: Proceedings of the Conference on Computer Supported Cooperative Work, Philadelphia, USA, pp. 241–250 (2000)

  8. Setten, M., van Veenstra, M., Nijholt, A.: Prediction strategies: combining prediction techniques to optimize personalization. In: Proceedings of the Workshop on Personalization in Future TV, Malaga, Spain, pp. 23–32 (2002)

  9. Smyth B., Cotter P.: A personalised TV listings service for the digital TV age. Knowl. Based Syst. 13, 53–59 (2000)

    Article  Google Scholar 

  10. Cotter, P., Smyth, B.: PTV: Intelligent personalised TV guides. In: Proceedings of the 12th Conference on Innovative Applications of Artificial Intelligence, Austin, TX, USA, pp. 957–964 (2000)

  11. Ardissono, L., Portis, F., Torasso, P., Bellifemine, R., Chiarotto, A., Difino, A.: Architecture of a system for the generation of personalized electronic program guides. Presented at the Workshop on Personalization in Future TV, Sonthofen, Germany (2001)

  12. Difino, A., Negro, B., Chiarotto, A.: A multi-agent system for a personalized electronic program guide. Presented at the Workshop on Personalization in Future TV, Malaga, Spain (2002)

  13. Kurapati, K., Gutta, S., Schaffer, D., Martino, J., Zimmerman, J.: A multi-agent TV recommender. Presented at the Workshop on Personalization in Future TV, Sonthofen, Germany (2001)

  14. Buczak, A.L., Zimmerman, J., Kurapati, K.: Personalization: improving ease-of-use, trust and accuracy of a TV show recommender. In: Proceedings of the Workshop on Personalization in Future TV, Malaga, Spain, pp. 23–32 (2002)

  15. Dimitrova, N., Zimmerman, J., Janevski, A., Agnihotri, L., Haas, A., Bolle, R.: Content augmentation aspects of personalized entertainment experience. In: Proceedings of the Workshop on Personalization in Future TV, Pittsburgh, PA, pp. 22–26 (2003)

  16. Das, D., ter Horst, H.: Recommender systems for TV. Presented at the Workshop on Recommender Systems, Madison, WI, Menlo Park, CA (1998)

  17. Riede, C., Al-Hezmi, A., Magedanz, T.: Session and media signaling for IPTV via IMS. Presented at the 1st International Conference on MOBILe Wireless MiddleWARE, Operating Systems and Applications, Innsbruck, Austria (2008)

  18. Magalhaes J., Pereira F.: Using MPEG standards for multimedia customization. Signal Process. Image Commun. 19, 437–456 (2004)

    Article  Google Scholar 

  19. ISO/IEC 21000-7, Information technology—Multimedia framework (MPEG-21)—Part 7: Digital Item Adaptation, 1st edn (2004)

  20. Specht D.F.: Probabilistic Neural Networks. Neural Networks 3(1), 109–118 (1990)

    Article  Google Scholar 

  21. Haykin S.: Neural Networks: A Comprehensive Foundation. Macmillan College Publishing Company, New York (1994)

    MATH  Google Scholar 

  22. Masters T.: Advanced Algorithms for Neural Networks. John, New York (1995)

    Google Scholar 

  23. Parzen E.: On estimation of a probability density function and mode. Math. Stat. 33, 1065–1076 (1962)

    Article  MATH  MathSciNet  Google Scholar 

  24. Zhang D., Adipat B.: Challenges, methodologies and issues in the usability testing of mobile applications. Int. J. Hum. Comput. Interact. 18(3), 293–308 (2005)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Information and Communication Systems Engineering, University of the Aegean, 83200, Karlovassi, Samos Island, Greece

    I. Anagnostopoulos

  2. Department of Cultural Technology and Communication, University of the Aegean, 81100, Mytilene, Lesbos Island, Greece

    C. N. Anagnostopoulos, D. Gavalas & G. Tsekouras

  3. Department of Product and Systems Design Engineering, University of the Aegean, Ermoupolis, Syros Island, Greece

    E. Vlachogiannis

Authors
  1. I. Anagnostopoulos
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. C. N. Anagnostopoulos
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. E. Vlachogiannis
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. D. Gavalas
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. G. Tsekouras
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to I. Anagnostopoulos.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Anagnostopoulos, I., Anagnostopoulos, C.N., Vlachogiannis, E. et al. Adaptive and personalized multimedia content delivery for disabled users in Internet TV. SIViP 4, 273–287 (2010). https://doi.org/10.1007/s11760-009-0103-x

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11760-009-0103-x

Keywords

Search

Navigation