Abstract
In this paper we discuss the integration of different GIR systems by means of a fuzzy Borda method for result fusion. Two of the systems, the one by the Universidad Politécnica de Valencia and the one of the Universidad of Jaén participated to the GeoCLEF task under the name TextMess. The proposed result fusion method takes as input the document lists returned by the different systems and returns a document list where the documents are ranked according to the fuzzy Borda voting scheme. The obtained results show that the fusion method allows to improve the results of the component systems, although the fusion is not optimal, because it is effective only if the components return a similar set of relevant documents.
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Bartell, B.T., Cottrell, G.W., Belew, R.K.: Automatic combination of multiple ranked retrieval systems. In: SIGIR 1994: Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 173–181. Springer, New York (1994)
Vogt, C.C., Cottrell, G.W.: Fusion via a linear combination of scores. Information Retrieval 1(3), 151–173 (1999)
Montague, M., Aslam, J.A.: Condorcet fusion for improved retrieval. In: CIKM 2002: Proceedings of the eleventh international conference on Information and knowledge management, pp. 538–548. ACM, New York (2002)
Aslam, J.A., Montague, M.: Models for metasearch. In: SIGIR 2001: Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 276–284. ACM, New York (2001)
Nurmi, H.: Resolving Group Choice Paradoxes Using Probabilistic and Fuzzy Concepts. Group Decision and Negotiation 10(2), 177–199 (2001)
García Lapresta, J., Martínez Panero, M.: Borda Count Versus Approval Voting: A Fuzzy Approach. Public Choice 112(1-2), 167–184 (2002)
Buscaldi, D., Rosso, P.: Upv-wsd: Combining different wsd methods by means of fuzzy borda voting. In: Fourth International Workshop on Semantic Evaluations (SemEval-2007), ACL, pp. 434–437 (2007)
Finkel, J.R., Grenager, T., Manning, C.: Incorporating non-local information into information extraction systems by gibbs sampling. In: Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL 2005), U. of Michigan - Ann Arbor, ACL, pp. 363–370 (2005)
Buscaldi, D., Rosso, P.: A conceptual density-based approach for the disambiguation of toponyms. International Journal of Geographical Information Systems 22(3), 301–313 (2008)
Ferrés, D., Rodríguez, H.: TALP at GeoCLEF 2007: Results of a Geographical Knowledge Filtering Approach with Terrier. In: Peters, C., Jijkoun, V., Mandl, T., Müller, H., Oard, D.W., Peñas, A., Petras, V., Santos, D. (eds.) CLEF 2007. LNCS, vol. 5152, pp. 830–833. Springer, Heidelberg (2008)
Ounis, I., Amati, G., Plachouras, V., He, B., Macdonald, C., Lioma, C.: Terrier: A High Performance and Scalable Information Retrieval Platform. In: Proceedings of ACM SIGIR 2006 Workshop on Open Source Information Retrieval, OSIR 2006 (2006)
Lee, J.H.: Analyses of multiple evidence combination. In: SIGIR 1997: Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval, pp. 267–276. ACM, New York (1997)
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Buscaldi, D., Perea Ortega, J.M., Rosso, P., Ureña López, L.A., Ferrés, D., Rodríguez, H. (2009). GeoTextMESS: Result Fusion with Fuzzy Borda Ranking in Geographical Information Retrieval. In: Peters, C., et al. Evaluating Systems for Multilingual and Multimodal Information Access. CLEF 2008. Lecture Notes in Computer Science, vol 5706. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04447-2_114
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DOI: https://doi.org/10.1007/978-3-642-04447-2_114
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