Abstract
We present a method that uses GeoWordNet for Geographical Information Retrieval. During the indexing phase, all places are disambiguated and assigned their coordinates on the world map. Documents are first searched for by means of a term-based search method, and then re-ranked according to the geographical information. The results show that map-based re-ranking allows to improve the results obtained by the base system, which relies only on textual information.
We would like to thank the TIN2006-15265-C06-04 research project for partially supporting this work.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Kornai, A.: Evaluating Geographic Information Retrieval. In: Peters, C., Gey, F.C., Gonzalo, J., Müller, H., Jones, G.J.F., Kluck, M., Magnini, B., de Rijke, M., Giampiccolo, D. (eds.) CLEF 2005. LNCS, vol. 4022, pp. 928–938. Springer, Heidelberg (2006)
Buscaldi, D., Rosso, P.: On the Relative Importance of Toponyms in GeoCLEF. 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. 815–822. Springer, Heidelberg (2008)
Miller, G.A.: WordNet: A Lexical Database for English. Communications of the ACM 38, 39–41 (1995)
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)
Martins, B., Cardoso, N., Silveira Chaves, M., Andrade, L., Silva, M.J.: The University of Lisbon at GeoCLEF 2006. In: Peters, C., Clough, P., Gey, F.C., Karlgren, J., Magnini, B., Oard, D.W., de Rijke, M., Stempfhuber, M. (eds.) CLEF 2006. LNCS, vol. 4730, pp. 986–994. Springer, Heidelberg (2007)
Buscaldi, D., Rosso, P.: Geo-WordNet: Automatic Georeferencing of WordNet. In: Proc. 5th Int. Conf. on Language Resources and Evaluation, LREC-2008, Marrakech, Morocco (2008)
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)
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)
Graham, R.L.: An Efficient Algorithm for Determining the Convex Hull of a Finite Planar Set. Information Processing Letters 1(4), 132–133 (1972)
Yu, B., Cai, G.: A Query-aware Document Ranking Method for Geographic Information Retrieval. In: Purves, R., Jones, C. (eds.) Proceedings of the 4th ACM Workshop On Geographic Information Retrieval, GIR 2007, Lisbon, Portugal, November 9, pp. 49–54. ACM, New York (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Buscaldi, D., Rosso, P. (2009). Using GeoWordNet for 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_113
Download citation
DOI: https://doi.org/10.1007/978-3-642-04447-2_113
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-04446-5
Online ISBN: 978-3-642-04447-2
eBook Packages: Computer ScienceComputer Science (R0)