Abstract
In the context of monolingual and bilingual retrieval, Simple Knowledge Organisation System (SKOS) datasets can play a dual role as knowledge bases for semantic annotations and as language-independent resources for translation. With no existing track of formal evaluations of these aspects for datasets in SKOS format, we describe a case study on the usage of the Thesaurus for the Social Sciences in SKOS format for a retrieval setup based on the CLEF 2004-2006 Domain-Specific Track topics, documents and relevance assessments. Results showed a mixed picture with significant system-level improvements in terms of mean average precision in the bilingual runs. Our experiments set a new and improved baseline for using SKOS-based datasets with the GIRT collection and are an example of component-based evaluation.
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References
SKOS Simple Knowledge Organization System Primer (February 2009), http://www.w3.org/TR/2009/NOTE-skos-primer-20090818/
Baeza-Yates, R.A., Ribeiro-Neto, B.: Modern Information Retrieval the concepts and technology behind search, 2nd edn. Addison-Wesley (2011)
Kamps, J., Karlgren, J., Mika, P., Murdock, V.: Fifth workshop on exploiting semantic annotations in information retrieval: ESAIR 2012. In: Proceedings of the 21st ACM International Conference on Information and Knowledge Management, CIKM 2012, pp. 2772–2773. ACM, New York (2012)
Petras, V.: How one word can make all the difference - using subject metadata for automatic query expansion and reformulation. In: Working Notes for the CLEF 2005 Workshop, Vienna, Austria, September 21-23 (2005)
Volk, M., Ripplinger, B., Vintar, S., Buitelaar, P., Raileanu, D., Sacaleanu, B.: Semantic annotation for concept-based cross-language medical information retrieval. International Journal of Medical Informatics 67(13), 97–112 (2002)
Wartena, C., Brussee, R., Gazendam, L., Huijsen, W.-O.: Apolda: A practical tool for semantic annotation. In: Proceedings of the 18th International Conference on Database and Expert Systems Applications, DEXA 2007, pp. 288–292. IEEE Computer Society, Washington, DC (2007)
Zapilko, B., Sure, Y.: Converting TheSoz to SKOS. Technical report, GESIS – Leibniz-Institut für Sozialwissenschaften, Bonn. GESIS-Technical Reports 2009|07 (2009)
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Tanase, D., Kapetanios, E. (2013). Entangled Semantics. In: Métais, E., Meziane, F., Saraee, M., Sugumaran, V., Vadera, S. (eds) Natural Language Processing and Information Systems. NLDB 2013. Lecture Notes in Computer Science, vol 7934. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38824-8_36
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DOI: https://doi.org/10.1007/978-3-642-38824-8_36
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