Abstract
MPEG-7 is the leading standard for multimedia metadata creation, providing a vast array of description tools. Nevertheless, there exists a disparity between the content models and user models that may be created by the standard: metadata for content models is wide ranging and structured, but metadata for user models only support the specification of an extremely limited range of preferences where content metadata cannot be fully exploited. This results in a very incomplete mapping of user models to content models which we term the MPEG-7 content-user gap. We present a hanging basket model that closes the content-user gap by considering user models to be isomorphic to content models and thus enabling both models to be represented through MPEG-7 content description tools, specifically those concerned with events, objects and properties.
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References
Agius H.W. and Angelides M.C. (2001). Modelling content for semantic-level querying of multimedia. Multimed. Tools Appl. 15(1): 5–37
Allen J.F. (1983). Maintaining knowledge about temporal intervals. Commun. ACM 26(11): 832–843
Angelides M.C. and Agius H. (2006). An MPEG-7 scheme for semantic content modelling and filtering of digital video. ACM/Springer Multimed. Syst. 11(4): 320–339
Bais M., Cosmas J., Dosch C., Engelsberg A., Erk A., Hansen P.S., Healey P., Klungsoeyr G.K., Mies R., Ohm J.-R., Paker Y., Pearmain A., Pedersen L., Sandvand Å ., Schäfer R., Schoonjans P. and Stammnitz P. (2002). Customized television: standards compliant advanced digital television. IEEE Trans. Broadcast. 48(2): 151–158
Brachman R.J. (1983). What IS-A is and isn’t: an analysis of taxonomic links in semantic networks. Computer 16(10): 30–36
Ferman, A.M., Errico, J.H., van Beek, P., Sezan, M.I.: Content-based filtering and personalization using structured metadata. In: 2nd ACM/IEEE-CS Joint Conference on Digital Libraries, p. 393. Portland, Oregon, 14–18 July (2002)
Ferman, A.M., van Beek, P., Errico, J.H., Sezan, M.I.: Multimedia content recommendation engine with automatic inference of user preferences. In: 2003 IEEE International Conference on Image Processing, vol. 3, pp. 49–52. Barcelona, 14–17 September (2003)
ISO/IEC: Information Technology—Multimedia Content Description Interface—Part 5: Multimedia Description Schemes. International Standard 15938-5, Geneva (2003)
ISO/IEC: Information Technology—Multimedia Content Description Interface—Part 5: Multimedia Description Schemes: Amendment 2: Multimedia Description Schemes User Preference Extensions. International Standard 15938-5/Amd.2, Geneva (2005)
Jin S.H., Bae T.M., Ro Y.M., Kim H.-R. and Kim M. (2006). Intelligent broadcasting system and services for personalized semantic contents consumption. Expert Syst. Appl. 31: 164–173
Karpouzis K., Moschovitis G., Ntalianis K., Ioannou S. and Kollias S. (2004). Web access to large audiovisual assets based on user preferences. Multimed. Tools Appl. 22(3): 215–234
Martínez, J.M., González, C., Fernández, O., Garcia, C., de Ramón, J.: Towards universal access to content using MPEG-7. In: 10th ACM International Conference on Multimedia, pp. 199–202. Juan-les-Pins, 1–6 December (2002)
NIST: MPEG-7 Validation Service. http://m7itb.nist.gov/M7Validation.html
Rovira, M., González, J., López, A., Mas, J., Puig, A., Fabregat, J., Fernàndez, G.: IndexTV: a MPEG-7 based personalized recommendation system for digital TV. In: 2004 IEEE International Conference on Multimedia and Expo, vol. 2, pp. 823–826. Taipei, 27–30 June (2004)
Schubert L.K., Papalaskaris M.A. and Taugher J. (1983). Determining type, part, color, and time relationships. Computer 16(10): 53–60
Steiger, O., Ebrahimi, T., Sanjuán, D.M.: MPEG-based personalized content delivery. In: 2003 IEEE International Conference on Image Processing, vol. 3, pp. 45–53. Barcelona, Catalonia, 14–17 September (2003)
Tseng B.L., Lin C.-Y. and Smith J.R. (2004). Using MPEG-7 and MPEG-21 for personalizing video. IEEE Multimed. 11(1): 42–53
Tseng B.L., Lin C.-Y. and Smith J.R. (2004). Video personalization and summarization system for usage environment. J. Vis. Commun. Image Recognit. 15: 370–392
Tsinaraki, C., Christodoulakis, S.: Semantic user preference descriptions in MPEG-7/21. In: 4th Hellenic Data Management Symposium (HDMS). Athens 25–26 August (2005)
Tsinaraki, C., Christodoulakis, S.: A multimedia user preference model that supports semantics and its application to MPEG 7/21. In: 12th International Multi-Media Modelling Conference. Beijing 4–6 January (2006)
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Agius, H., Angelides, M.C. Closing the content-user gap in MPEG-7: the hanging basket model. Multimedia Systems 13, 155–172 (2007). https://doi.org/10.1007/s00530-007-0088-7
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DOI: https://doi.org/10.1007/s00530-007-0088-7