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Lifting a Metadata Model to the Semantic Multimedia World

  • Martens, Gaetan (Multimedia Lab, Dept. of Electronics and Information Systems, IBBT, Ghent University) ;
  • Verborgh, Ruben (Multimedia Lab, Dept. of Electronics and Information Systems, IBBT, Ghent University) ;
  • Poppe, Chris (Multimedia Lab, Dept. of Electronics and Information Systems, IBBT, Ghent University) ;
  • Van De Walle, Rik (Multimedia Lab, Dept. of Electronics and Information Systems, IBBT, Ghent University)
  • 투고 : 2010.08.20
  • 심사 : 2010.09.14
  • 발행 : 2011.03.31

초록

This paper describes best-practices in lifting an image metadata standard to the Semantic Web. We provide guidelines on how an XML-based metadata format can be converted into an OWL ontology. Additionally, we discuss how this ontology can be mapped to the W3C's Media Ontology. This ontology is a standardization effort of the W3C to provide a core vocabulary for multimedia annotations. The approach presented here can be applied to other XML-based metadata standards.

키워드

참고문헌

  1. J. R. Smith, P. Schirling, Metadata Standards Roundup, IEEE Multimedia, Vol.13, 2006, pp.84-88.
  2. Digital Imaging Group (DIG), DIG35 Specification - Metadata for Digital Images - Version 1.1 2001 April 16, available at http://www.i3a.org/i dig35.html
  3. W. Lee, T. Burger, F. Sasaki, V. Malaise, F. Stegmaier, and J. Soderberg. “Ontology for Media Resource” 1.0, W3C Working Draft, 2009. http://www.w3.org/TR/mediaont-10/
  4. W. Lee, F. Stegmaier, and C. Poppe. “API for Media Resource 1.0.” W3C Working Draft, 2010. http://www.w3.org/TR/mediaont-api-1.0
  5. S. Bechhofer, F. van Harmelen, J. Hendler, I. Horrocks, D. L. McGuinness, P. F. Patel-Schneider, and L. Andrea Stein, OWL Web Ontology Language Reference, http://www.w3.org/TR/owl-ref/
  6. JEIDA, “Digital still camera image file format standard (exchangeable image file format for digital still cameras: Exif) version 2.1,” Technical report, 1998.
  7. S. Decker et al, The semantic web - on the respective roles of XML and RDF, IEEE Internet Computing, 2000.
  8. M. Kanzaki, “The Kanzaki Exif RDF Schema”, http://www.kanzaki.com/ns/exif
  9. The Norm Walsh Exif RDF Schema, http://sourceforge.net/projects/jpegrdf
  10. MPEG-7 Overview, “International Organization for Standardisation,” Klagenfurt ISO/IEC JTC1/SC29/WG11, July 2002, http://mpeg.telecomitalialab.com/standards/mpeg-7/mpeg-7.htm
  11. H. Loffler, W. Baranger, Photo Metadata White Paper 2007, IPTC.
  12. Dublin Core Metadata Initiative, Dublin Core Metadata Element Set, version 1.1: Reference Description, Tech. Rep., 2004\
  13. Y. Lafon, B. Bos, Describing and Retrieving Photos using RDF and HTTP,W3C Note, 2002.
  14. OWL 1.1 Web Ontology Language Structural Specification and Functional-Style Syntax, http://www.webont.org/owl/1.1/
  15. L S. Bechhofer, R. Volz, “Patching Syntax in OWL ontologies,” International Semantic Web Conference 2004, pp.668-682.
  16. L D. Brickley, L. Miller, “FOAF Vocabulary Specification,” 2006, http://xmlns.com/foaf/0.1/
  17. A. J. Miles, N. Rogers, and D. Beckett, “SKOS Core RDF Vocabulary,” 2004, http://www.w3.org/2004/02/skos/core
  18. D. Van Deursen, C. Poppe, G. Martens, E. Mannens, R. Van de Walle, “XML to RDF Conversion: a generic approach,” in: Proceedings of the Fourth International Conference on Automated Solutions for Cross Media Content and Multi-Channel Distribution, 2008.
  19. Chris Poppe, Gaëtan Martens, Erik Mannens, and Rik Van de Walle. “Personal Content Management System: A Semantic Approach,” Journal of Visual Communication and Image Representation, Vol.20, No.2, 2009, pp.131-144. https://doi.org/10.1016/j.jvcir.2008.12.002
  20. I. Horrocks, P. Patel-Schneider, H. Boley, S. Tabet, B. Grosof, M. Dean, “SWRL: a semantic web rule language-combining owl and rule ML,” W3C Member Submission, 21 May, 2004, Available from: http://www.w3.org/Submission/SWRL
  21. I.F. Cruz, H. Xiao, F. Hsu, “An ontology-based framework for XML semantic integration,” in: Proceedings of the International Database Engineering and Applications Symposium, 2004, pp.217-226.
  22. R. Garcia, O. Celma, “Semantic integration and retrieval of multimedia metadata,” in: Proceedings of the Fifth Knowledge Markup and Semantic Annotation Workshop, 2006, pp.69-80.

피인용 문헌

  1. Lessons learned from adapting the Darwin Core vocabulary standard for use in RDF vol.7, pp.6, 2016, https://doi.org/10.3233/SW-150199
  2. From metadata to ontology representation: A case of converting severe weather forecast metadata to an ontology vol.49, pp.1, 2012, https://doi.org/10.1002/meet.14504901286
  3. Trends in Managing Multimedia Semantics vol.3, pp.2, 2014, https://doi.org/10.4018/ijwnbt.2014040103