Abstract
MPEG-7 can be used to create complex and comprehensive metadata descriptions of multimedia content. Since MPEG-7 is defined in terms of an XML schema, the semantics of its elements have no formal grounding. In addition, certain features can be described in multiple ways. MPEG-7 profiles are subsets of the standard that apply to specific application areas, which can be used to reduce this syntactic variability, but they still lack formal semantics. In this paper, we propose an approach for expressing semantics explicitly by formalizing the semantic constraints of a profile using ontologies and rules, thus enabling interoperability and automatic use for MPEG-7 based applications. We demonstrate the feasibility of the approach by implementing a validation service for a subset of the semantic constraints of the Detailed Audiovisual Profile (DAVP).
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References
Bailer, W., Schallauer, P.: The Detailed Audiovisual Profile: Enabling Interoperability between MPEG-7 based Systems. In: 12th International MultiMedia Modelling Conference (MMM 2006), Beijing, China, pp. 217–224 (2006)
Bailer, W., Schallauer, P., Hausenblas, M., Thallinger, G.: MPEG-7 Based Description Infrastructure for an Audiovisual Content Analysis and Retrieval System. In: Proceedings of SPIE - Storage and Retrieval Methods and Applications for Multimedia, San Jose, California, USA, pp. 284–295 (2005)
Donini, F.M., Lenzerini, M., Nardi, D., Schaerf, A.: AL-log: Integrating Datalog and Description Logics. Journal of Intelligent Information Systems 10(3), 227–252 (1998)
Garcia, R., Celma, O.: Semantic Integration and Retrieval of Multimedia Metadata. In: 5th International Workshop on Knowledge Markup and Semantic Annotation (SemAnnot 2005), Galway, Ireland (2005)
Grosof, B., Horrocks, I., Volz, R., Decker, S.: Description Logic Programs: Combining Logic Programs with Description Logics. In: 12th International World Wide Web Conference (WWW 2003), Budapest, Hungary (2003)
Horrocks, I., Patel-Schneider, P.F., Bechhofer, S., Tsarkov, D.: OWL rules: A proposal and prototype implementation. Journal of Web Semantics 3(1), 23–40 (2005)
Horrocks, I., Patel-Schneider, P.F., Boley, H., Tabet, S., Grosof, B., Dean, M.: SWRL: A Semantic Web Rule Language Combining OWL and RuleML. Technical report, World Wide Web Consortium (May 2004), http://www.w3.org/Submission/SWRL/
Horrocks, I., Patel-Schneider, P.F., van Harmelen, F.: From SHIQ and RDF to OWL: The making of a web ontology language. Journal of Web Semantics 1(1), 7–26 (2003)
Hunter, J.: Adding Multimedia to the Semantic Web - Building an MPEG-7 Ontology. In: First International Semantic Web Working Symposium (SWWS 2001), Stanford, California, USA (2001)
Hunter, J., Lagoze, C.: Combining RDF and XML Schemas to Enhance Interoperability Between Metadata Application Profiles. In: 10th International World Wide Web Conference (WWW 2001), Hong Kong, pp. 457–466 (2001)
Hunter, J., Nack, F.: An overview of the MPEG-7 Description Definition Language (DDL) proposals. Signal Processing: Image Communication 16(1-2), 271–293 (2000)
Levy, A.Y., Rousset, M.-C.: Combining horn rules and description logics in carin. Artificial Intelligence 104(1-2), 165–209 (1998)
MPEG-7. Multimedia Content Description Interface. Standard No. ISO/IEC n° 15938 (2001)
Nack, F., van Ossenbruggen, J., Hardman, L.: That Obscure Object of Desire: Multimedia Metadata on the Web (Part II). IEEE Multimedia 12(1) (2005)
OWL. Web Ontology Language Reference. W3C Recommendation (February 10, 2004), http://www.w3.org/TR/owl-ref/
Pereira, F.: MPEG-7 Requirements Document V.16. ISO/IEC JTC1/SC29/WG11/N4510. Pattaya, Thailand (December 2001)
RDF. Ressource Description Framework Primer. W3C Recommendation (February 10, 2004), http://www.w3.org/TR/rdf-primer/
Troncy, R.: Integrating Structure and Semantics into Audio-visual Documents. In: Fensel, D., Sycara, K.P., Mylopoulos, J. (eds.) ISWC 2003. LNCS, vol. 2870, pp. 566–581. Springer, Heidelberg (2003)
Troncy, R., Carrive, J.: A Reduced Yet Extensible Audio-Visual Description Language: How to Escape From the MPEG-7 Bottleneck. In: 4th ACM Symposium on Document Engineering (DocEng 2004), Milwaukee, Wisconsin, USA (2004)
Tsinaraki, C., Polydoros, P., Christodoulakis, S.: Interoperability support for Ontology-based Video Retrieval Applications. In: Enser, P.G.B., Kompatsiaris, Y., O’Connor, N.E., Smeaton, A.F., Smeulders, A.W.M. (eds.) CIVR 2004. LNCS, vol. 3115, pp. 582–591. Springer, Heidelberg (2004)
van Ossenbruggen, J., Nack, F., Hardman, L.: That Obscure Object of Desire: Multimedia Metadata on the Web (Part I). IEEE Multimedia 11(4) (2004)
XML Schema. W3C Recommendation (May 2, 2001), http://www.w3.org/XML/Schema
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Troncy, R., Bailer, W., Hausenblas, M., Hofmair, P., Schlatte, R. (2006). Enabling Multimedia Metadata Interoperability by Defining Formal Semantics of MPEG-7 Profiles. In: Avrithis, Y., Kompatsiaris, Y., Staab, S., O’Connor, N.E. (eds) Semantic Multimedia. SAMT 2006. Lecture Notes in Computer Science, vol 4306. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11930334_4
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DOI: https://doi.org/10.1007/11930334_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-49335-8
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