Abstract
The need for good quality metadata records becomes a necessity given the large quantities of digital content that is available through digital repositories and the increasing number of web services that use this content. The context in which metadata are generated and used affects the problem in question and therefore a flexible metadata quality evaluation model that can be easily and widely used has yet to be presented. This paper proposes a robust multidimensional metadata quality evaluation model that measures metadata quality based on five metrics and by taking into account contextual parameters concerning metadata generation and use. An implementation of this metadata quality evaluation model is presented and tested against a large number of real metadata records from the humanities domain and for different applications.
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Notes
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The results for all the datasets are available at http://metaq.dcu.gr/.
References
Herzog, T., Scheuren, F., Winkler, W.: Data Quality and Record Linkage Techniques. Springer-Verlag, New York (2007)
Tani, A., Candela, L., Castelli, D.: Dealing with metadata quality: the legacy of digital library efforts. Inf. Process. Manag. 49, 1194–1205 (2013)
Moen, W.E., Stewart, E.L., McClure, C.R.: The Role of Content Analysis in Evaluating Metadata for the U.S. Government Information Locator Service (GILS): Results from an Exploratory Study (1997). http://digital.library.unt.edu/ark:/67531/metadc36312/citation/
Margaritopoulos, T., Margaritopoulos, M., Mavridis, I., Manitsaris, A.: A conceptual framework for metadata quality assessment. In: International Conference on Dublin Core and Metadata Applications, Dublin Core Metadata Initiative, Singapore, pp. 104–113 (2008)
Margaritopoulos, M., Margaritopoulos, T., Mavridis, I., Manitsaris, A.: Quantifying and measuring metadata completeness. J. Am. Soc. Inf. Sci. Tech. 63, 724–737 (2012)
Bellini, E., Nesi, P.: Metadata quality assessment tool for open access cultural heritage institutional repositories. In: Nesi, P., Santucci, R. (eds.) ECLAP 2013. LNCS, vol. 7990, pp. 90–103. Springer, Heidelberg (2013)
Bruce, T.R., Hillmann, D.I.: The continuum of metadata quality: defining, expressing, exploiting. In: Hillman, D., Westbrooks, E. (eds.) Metadata in practice. ALA Editions, Chicago (2004)
Ochoa, X., Duval, E.: Quality metrics for learning object metadata. In: World Conference on Educational Multimedia, Hypermedia and Telecommunications, pp. 1004–1011 (2006)
Stvilia, B., Gasser, L., Twidale, M.B., Smith, L.C.: A framework for information quality assessment. J. Am. Soc. Inf. Sci. Tech. 58, 1720–1733 (2007)
Shreeves, S.L., Knutson, E.M., Stvilia, B., Palmer, C.L., Twidale, M.B., Cole, T.W.: Is “quality” metadata “shareable” metadata? the implications of local metadata practices for federated collections. In: 12th National Conference of the Association of College and Research Libraries (ACRL), Minneapolis, pp. 223–237 (2005)
Chen, Y.-N., Wen, C.-Y., Chen, H.-P., Lin, Y.-H., Sum, H.-C.: Metrics for metadata quality assurance and their implications for digital libraries. In: Airong, J. (ed.) ICADL 2011. LNCS, vol. 7008, pp. 138–147. Springer, Heidelberg (2011)
Lei, Y., Uren, V., Motta, E.: A framework for evaluating semantic metadata. In: 4th International Conference on Knowledge Capture, p. 135. ACM Press, New York (2007)
Papatheodorou, C., Dallas, C., Ertmann-Christiansen, C., Fernie, K., Gavrilis, D., Masci, M.E., Constantopoulos, P., Angelis, S.: A new architecture and approach to asset representation for europeana aggregation: the CARARE way. In: García-Barriocanal, E., Cebeci, Z., Okur, M.C., Öztürk, A. (eds.) MTSR 2011. CCIS, vol. 240, pp. 412–423. Springer, Heidelberg (2011)
Gavrilis, D., Dallas, C., Angelis, S.: A curation-oriented thematic aggregator. In: Aalberg, T., Papatheodorou, C., Dobreva, M., Tsakonas, G., Farrugia, C.J. (eds.) TPDL 2013. LNCS, vol. 8092, pp. 132–137. Springer, Heidelberg (2013)
Acknowledgment
This work has been funded by Greece and the European Regional Development Fund of the European Union under the O.P. Competitiveness and Entrepreneurship, NSRF 2007-2013 and the Regional Operational Program of ATTIKI in the frame of MEDA project, GSRT KRIPIS action.
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Gavrilis, D. et al. (2015). Measuring Quality in Metadata Repositories. In: Kapidakis, S., Mazurek, C., Werla, M. (eds) Research and Advanced Technology for Digital Libraries. TPDL 2015. Lecture Notes in Computer Science(), vol 9316. Springer, Cham. https://doi.org/10.1007/978-3-319-24592-8_5
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