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Exploring Comparative Evaluation of Semantic Enrichment Tools for Cultural Heritage Metadata

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Research and Advanced Technology for Digital Libraries (TPDL 2016)

Abstract

Semantic enrichment of metadata is an important and difficult problem for digital heritage efforts such as Europeana. This paper gives motivations and presents the work of a recently completed Task Force that addressed the topic of evaluation of semantic enrichment. We especially report on the design and the results of a comparative evaluation experiment, where we have assessed the enrichments of seven tools (or configurations thereof) on a sample benchmark dataset from Europeana.

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Notes

  1. 1.

    http://pro.europeana.eu/taskforce/evaluation-and-enrichments.

  2. 2.

    http://www.clef-initiative.eu/.

  3. 3.

    http://oaei.ontologymatching.org/.

  4. 4.

    In fact a possible outcome of our work could be to contribute datasets and gold standards to GERBIL so as to make it a more suitable platform for future evaluations in our domain.

  5. 5.

    http://dm2e.eu/.

  6. 6.

    http://www.paths-project.eu/.

  7. 7.

    http://openrefine.org/.

  8. 8.

    http://freeyourmetadata.org/publications/freeyourmetadata.pdf.

  9. 9.

    http://www.theeuropeanlibrary.org/.

  10. 10.

    http://pro.europeana.eu/edm-documentation.

  11. 11.

    http://www.locloud.eu/.

  12. 12.

    http://pelagios-project.blogspot.nl/.

  13. 13.

    http://ontotext.com/.

  14. 14.

    http://sws.geonames.org/5395524/.

  15. 15.

    http://sws.geonames.org/4303909/.

  16. 16.

    See Appendix A of [12] for the complete distribution of enrichments per property.

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Manguinhas, H. et al. (2016). Exploring Comparative Evaluation of Semantic Enrichment Tools for Cultural Heritage Metadata. In: Fuhr, N., Kovács, L., Risse, T., Nejdl, W. (eds) Research and Advanced Technology for Digital Libraries. TPDL 2016. Lecture Notes in Computer Science(), vol 9819. Springer, Cham. https://doi.org/10.1007/978-3-319-43997-6_21

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  • DOI: https://doi.org/10.1007/978-3-319-43997-6_21

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