Abstract
In this paper, we present an approach to automatically link FRBR works identified in metadata to the corresponding entity in Linked Open Data resources. The main contribution is a basis for semantic enrichment and verification of works identified in existing metadata. Through experiments, we demonstrate that FRBR works can be identified in the LOD cloud, which provides a solid ground for further work.
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Aalberg, T., Haugen, F.B., Husby, O.: A tool for converting from marc to frbr. In: Gonzalo, J., Thanos, C., Verdejo, M.F., Carrasco, R.C. (eds.) ECDL 2006. LNCS, vol. 4172, pp. 453–456. Springer, Heidelberg (2006)
Bizer, C., Heath, T., Berners-Lee, T.: Linked Data - The Story So Far. International Journal on Semantic Web and Information Systems (2009)
Cheng, G., Ge, W., Qu, Y.: Falcons: searching and browsing entities on the semantic web. In: Proc. of WWW, pp. 1101–1102 (2008)
Cohen, W., Ravikumar, P., Fienberg, S.: A comparison of string distance metrics for name-matching tasks. In: Proc. of IIWeb (2003)
Duchateau, F., Takhirov, N., Aalberg, T.: FRBRPedia: a Tool for FRBRizing Web products and Linking FRBR Entities to DBpedia. In: Proc. of JCDL (2011)
Euzenat, J., Shvaiko, P.: Ontology matching. Springer, Heidelberg (2007)
Fellegi, I.P., Sunter, A.B.: A theory for record linkage. Journal of the American Statistical Association 64, 1183–1210 (1969)
Freire, N., Borbinha, J.L., Calado, P.: Identification of FRBR Works Within Bibliographic Databases: An Experiment with UNIMARC and Duplicate Detection Techniques. In: Goh, D.H.-L., Cao, T.H., Sølvberg, I.T., Rasmussen, E. (eds.) ICADL 2007. LNCS, vol. 4822, pp. 267–276. Springer, Heidelberg (2007)
Geva, S., Kamps, J., Trotman, A.: Focused retrieval and evaluation, INEX 2009, vol. 6203. Springer, Heidelberg (2010)
IFLA Study Group on the FRBR. Functional requirements for bibliographic records, final report. UBCIM Publications; New Series, 19(1) (1998)
Köpcke, H., Rahm, E.: Frameworks for entity matching: A comparison. Data Knowl. Eng. 69, 197–210 (2010)
Resnik, P.: Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research 11, 95–130 (1999)
Riley, J.: Enhancing interoperability of frbr-based metadata. In: Dublin Core and Metadata Applications (2010)
Rode, H., Serdyukov, P., Hiemstra, D.: Combining document- and paragraph-based entity ranking. In: SIGIR, pp. 851–852 (2008)
Takhirov, N., Duchateau, F., Aalberg, T.: Supporting frbrization of web product descriptions. In: Gradmann, S., et al. (eds.) TPDL 2011. LNCS, vol. 6966, pp. 69–76. Springer, Heidelberg (2011)
Vercoustre, A.-M., Thom, J.A., Pehcevski, J.: Entity ranking in wikipedia. In: SAC, pp. 1101–1106 (2008)
Voorhees, E., Harman, D.: Trec experiment and evaluation in information retrieval. MIT Press, USA (2005)
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Takhirov, N., Duchateau, F., Aalberg, T. (2011). Linking FRBR Entities to LOD through Semantic Matching. In: Gradmann, S., Borri, F., Meghini, C., Schuldt, H. (eds) Research and Advanced Technology for Digital Libraries. TPDL 2011. Lecture Notes in Computer Science, vol 6966. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24469-8_30
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DOI: https://doi.org/10.1007/978-3-642-24469-8_30
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