On the Use of Learning Object Metadata: The GLOBE Experience

  • Xavier Ochoa
  • Joris Klerkx
  • Bram Vandeputte
  • Erik Duval
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6964)


Since IEEE LTSC LOM was published in 2002, it is one of the widest adopted standard for the description of educational resources. The GLOBE (Global Learning Objects Brokered Exchange) alliance enables share and reuse between several Learning Object Repositories worldwide. Being the largest and more diverse collection of Learning Object Metadata, it is an ideal place to perform an analysis of the actual use of the LOM standard in the real world. This paper presents an in-depth analysis of the use and quality of 630.317 metadata instances.


Interoperability Learning Object Metadata 


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  1. 1.
    Duval, E., Forte, E., Cardinaels, K., Verhoeven, B., Van Durm, R., Hendrikx, K., Forte, M., Ebel, N., Macowicz, M., Warkentyne, K., et al.: The Ariadne knowledge pool system. Communications of the ACM 44(5), 72–78 (2001)CrossRefGoogle Scholar
  2. 2.
    IMS-GLC: IMS Learning Resource Metadata specification v.1.2 (2001),
  3. 3.
    IEEE: IEEE 1484.12.1 Standard: Learning Object Metadata (2002),
  4. 4.
    Neven, F., Duval, E.: Reusable learning objects: a survey of LOM-based repositories. In: Proceedings of the tenth ACM international conference on Multimedia, MULTIMEDIA 2002, pp. 291–294. ACM, New York (2002)CrossRefGoogle Scholar
  5. 5.
    Najjar, J., Ternier, S., Duval, E.: The actual use of metadata in ARIADNE: an empirical analysis. In: Duval, E. (ed.) Proceedings of the 3rd Annual ARIADNE Conference, pp. 1–6. ARIADNE Foundation (2003)Google Scholar
  6. 6.
    Friesen, N.: The international learning object metadata survey. The International Review of Research in Open and Distance Learning 5(3) (2004)Google Scholar
  7. 7.
    Van de Sompel, H., Nelson, M., Lagoze, C., Warner, S.: Resource Harvesting within the OAI-PMH Framework. D-Lib Magazine 10(12), 1082–9873 (2004)Google Scholar
  8. 8.
    Meire, M., Ochoa, X., Duval, E.: Samgi: Automatic metadata generation v2.0. In: Seale, C.M.J. (ed.) Proceedings of the ED-MEDIA 2007 World Conference on Educational Multimedia, Hypermedia and Telecommunications, pp. 1195–1204. AACE, Chesapeake (2007)Google Scholar
  9. 9.
    Downey, A.B.: The structural cause of file size distributions. In: Proceedings of IEEE Ninth International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, pp. 361–370 (2001)Google Scholar
  10. 10.
    Ward, J.: Unqualified Dublin Core usage in OAI-PMH data providers. OCLC Systems & Services 20(1), 40–47 (2004)CrossRefGoogle Scholar
  11. 11.
    Weibel, S.: The Dublin Core: a simple content description model for electronic resources. Bulletin of the American Society for Information Science and Technology 24(1), 9–11 (1997)CrossRefGoogle Scholar
  12. 12.
    Heery, R., Patel, M.: Application profiles: mixing and matching metadata schemas. Ariadne 25, 27–31 (2000)Google Scholar
  13. 13.
    Shannon, C.E.: A mathematical theory of communication. ACM SIGMOBILE Mobile Computing and Communications Review 5(1), 3–55 (2001)CrossRefMathSciNetGoogle Scholar
  14. 14.
    Ochoa, X., Duval, E.: Automatic evaluation of metadata quality in digital libraries. International Journal of Digital Libraries 10(2), 67–91 (2009)CrossRefGoogle Scholar
  15. 15.
    Massart, D.: Towards a pan-European learning resource exchange infrastructure. In: Next Generation Information Technologies and Systems, pp. 121–132 (2009)Google Scholar
  16. 16.
    Stvilia, B.: Measuring information quality. PhD thesis, University of Illinois (2006)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2011

Authors and Affiliations

  • Xavier Ochoa
    • 1
  • Joris Klerkx
    • 2
  • Bram Vandeputte
    • 2
  • Erik Duval
    • 2
  1. 1.Information Technology CenterEscuela Superior Politecnica del LitoralGuayaquilEcuador
  2. 2.Dept. ComputerwetenschappenKatholieke Universiteit LeuvenHeverleeBelgium

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