Skip to main content
Log in

A framework for human-centered provisioning of ambient media services

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

Abstract

The provisioning of ambient media in the user’s environment requires that a system handles the different aspects related to the media selection process. For example, ambient media is delivered to the user depending on their context and hence, the system needs to dynamically determine the context and provide media that are relevant therein. To set the premise of ambient media, a system may also need to customize the physical environment, for example, by dimming the lighting level or by lowering the volume. Besides, users’ need for media services changes over time and space that requires mechanisms to continually update their preferences based on their mobility in the environment. In this paper, we propose an ambient media service provisioning framework that incorporates the above requirements while keeping the user at the center of the media selection loop. To demonstrate the usefulness of this framework, we show experimental results by considering real-life scenario in a smart home environment.

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

Access this article

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

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14

Similar content being viewed by others

References

  1. Adomavicius G, Sankaranarayanan R, Sen S, Tuzhilin A (2005) Incorporating contextual information in recommender systems using a multidimensional approach. ACM Trans Inf Sys 23(1):103–145

    Article  Google Scholar 

  2. Aroyo L, Bellekens P, Björkman M, jan Houben G (2008) Semantic-based framework for personalised ambient media. Multimedia Tools and Applications 36(1):71–87

    Article  Google Scholar 

  3. Billsus D, Pazzani MJ (2000) User modeling for adaptive news access. User Model User-Adapt Interact 10(2–3):147–180

    Article  Google Scholar 

  4. Ducatel K, Bogdanowicz M, Scapolo F, Leijten J, Burgelman JC (2001) Scenarios for ambient intelligence in 2010. IST advisory group final report. ftp://ftp.cordis.lu/pub/ist/docs/istagscenarios2010.pdf

  5. Gellersen H-W, Schmidt A, Beigl M (1999) Ambient media for peripheral information display. Pers Ubiquitous Comput 3(4):199–208

    Google Scholar 

  6. Hossain MA, Atrey PK, El Saddik A (2008) Dynamic gain estimation in ambient media services. In: Proceeding of the 1st ACM international workshop on semantic ambient media experiences (SAME ’08). ACM, pp 49–56

  7. Hossain MA, Atrey PK, El Saddik A (2008) Gain-based selection of ambient media services in pervasive environments. Mob Netw Appl 13(6):599–613

    Article  Google Scholar 

  8. Ishii H, Ullmer B (1997) Tangible bits: towards seamless interfaces between people, bits and atoms. In: Proceedings of the SIGCHI conference on human factors in computing systems (CHI ’97), pp 234–241

  9. Ishii H, Wisneski C, Brave S, Dahley A, Gorbet M, Ullmer B, Yarin P (1998) ambientROOM: integrating ambient media with architectural space. In: CHI 98 conference summary on human factors in computing systems, Los Angeles, pp 173–174

  10. Jaimes A (2006) Human-centered multimedia: culture, deployment, and access. IEEE MultiMed 13(1):12–19

    Article  Google Scholar 

  11. Jaimes A, Gatica-Perez D, Sebe N, Huang TS (2007) Guest editors’ introduction: human-centered computing—toward a human revolution. IEEE Comput 40(5):30–34

    Google Scholar 

  12. Lugmayr A (2007) Ambient, ambient, ambient—what are ambient media? In: TICSP adjunct proceedings of EuroITV 2007, vol 35, Amsterdam, pp 89–93

  13. Millard I, Roure DD, Shadbolt N (2005) Contextually aware information delivery in pervasive computing environments. In: Proceedings of the international conference on location and context-awareness, Germany, pp 189–197

  14. Park MH, Hong JH, Cho SB (2007) Location-based recommendation system using bayesian user’s preference model in mobile devices. In: 4th international conference on ubiquitous intelligence and computing, Santa Barbara, pp 549–558

  15. Qin W, Zhang D, Shi Y, Du K (2008) Combining user profiles and situation contexts for spontaneous service provision in smart assistive environments. In: 5th international conference on ubiquitous intelligence and computing, Oslo, pp 187–200

  16. Resnick P, Kuwabara K, Zeckhauser R, Friedman E (2000) Reputation systems. Commun ACM 43(12):45–48

    Article  Google Scholar 

  17. Schilit B, Adams N, Want R (1994) Context-aware computing applications. In: Mobile computing systems and applications workshop, Santa Cruz, pp 85–90

  18. Schmidt A, Beigl M, Gellersen HW (1999) There is more to context than location. Comput Graph 23(6):893–901

    Article  Google Scholar 

  19. Ubisense (2008) Ubisense homepage. http://www.ubisense.net/. Accessed 17 December 2008

  20. Ugalde JB, Huici IA (2007) Convergence in digital home communications to redistribute iptv and high definition contents. In: 4th IEEE consumer communications and networking conference (CCNC’07), pp 885–889

  21. VLC media player (2009) VLC media player homepage. http://www.videolan.org/vlc/. Accessed 25 January 2009

  22. Wikipedia (2009) X10 (industry standard). http://en.wikipedia.org/wiki/X10_(industry_standard). Accessed 10 January 2009

  23. Xu K, Zhu M, Zhang D, Gu T (2008) Context-aware content filtering & presentation for pervasive & mobile information systems. In: Proceedings of the 1st international conference on ambient media and systems, Quebec, pp 1–8

  24. Yu Z, Zhang D, Zhou X, Li C (2005) User preference learning for multimedia personalization in pervasive computing environment. In: Proc of 9th international conference on knowledge-based intelligent information & engineering systems, Melbourne, pp 236–242

  25. Yu Z, Zhou X, Zhang D, Chin C, Wang X, Men J (2006) Supporting context-aware media recommendations for smart phones. IEEE Perv Comput 5(3):68–75

    Article  Google Scholar 

  26. Zhu M, Zhang D, Zhang J, Lim BY (2007) Context-aware informative display. In: IEEE international conference on multimedia and expo, China, pp 324–327

  27. Zukerman I, Albrecht DW (2001) Predictive statistical models for user modeling. User Model User-Adapt Interact 11(1–2):5–18

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. Anwar Hossain.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Hossain, M.A., Parra, J., Atrey, P.K. et al. A framework for human-centered provisioning of ambient media services. Multimed Tools Appl 44, 407–431 (2009). https://doi.org/10.1007/s11042-009-0285-9

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-009-0285-9

Keywords

Navigation