A multimedia user preference model that supports semantics and its application to MPEG 7/21

Semantic interoperability is usually provided in open environments through standards and domain ontology. The dominant standards for multimedia content and service descriptions are MPEG-7 and MPEG-21. The MPEG-7 semantic DS has powerful semantic description capabilities and supports using semantic entities specified in domain ontology in multimedia content descriptions. However, the MPEG-7/21 usage environment allows neither the specification of semantic user preferences nor the exploitation of domain knowledge and MPEG-7 semantic metadata descriptions. In addition, the users cannot explicitly specify, in the hierarchical MPEG-7/21 filtering and search preferences, the Boolean operators that should be used during content filtering to combine the hierarchy components. We think these as serious limitations and we propose a hierarchical semantic user preference model that allows for the explicit specification of Boolean operators. Then, we present the application of the model in MPEG-7/21 and the model implementation within the DS-MIRF framework

[1]  Shih-Fu Chang,et al.  Overview of the MPEG-7 standard , 2001, IEEE Trans. Circuits Syst. Video Technol..

[2]  Chrisa Tsinaraki,et al.  An Ontology-Driven Framework for the Management of Semantic Metadata Describing Audiovisual Information , 2003, CAiSE.

[3]  Chrisa Tsinaraki,et al.  Integration of OWL Ontologies in MPEG-7 and TV-Anytime Compliant Semantic Indexing , 2004, CAiSE.

[4]  Chrisa Tsinaraki,et al.  Ontology-Based Semantic Indexing for MPEG-7 and TV-Anytime Audiovisual Content , 2005, Multimedia Tools and Applications.

[5]  C. Tsinaraki,et al.  Interoperability Support for Ontology-Based Video Retrieval Applications , 2004, CIVR.

[6]  Lynda Hardman,et al.  That obscure object of desire: multimedia metadata on the Web, Part-1 , 2004, IEEE MultiMedia.

[7]  Wolf-Tilo Balke,et al.  P-News: Deeply Personalized News Dissemination for MPEG-7 Based Digital Libraries , 2004, ECDL.

[8]  Stavros Christodoulakis,et al.  OntoNL : An Ontology-based Natural Language Interaction Generator for Multimedia Repositories , 2005 .

[9]  Marios C. Angelides,et al.  Modelling and filtering of MPEG-7-compliant meta-data for digital video , 2004, SAC '04.

[10]  Fernando Pereira The MPEG-21 Standard: Why an Open Multimedia Framework? , 2001, IDMS.

[11]  John R. Smith,et al.  Using MPEG-7 and MPEG-21 for personalizing video , 2004, IEEE MultiMedia.

[12]  P. Beek,et al.  Text of 15938-5 FCD Information Technology-Multimedia Content Description Interface-Pard 5 Multimedia Description Schemes , 2001 .

[13]  Deborah L. McGuinness,et al.  OWL Web ontology language overview , 2004 .

[14]  Jane Hunter,et al.  The TV‐trawler project , 2003, Int. J. Imaging Syst. Technol..