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Using WordNet in Multimedia Information Retrieval

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Multilingual Information Access Evaluation II. Multimedia Experiments (CLEF 2009)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6242))

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Abstract

This work investigates the use of external knowledge in a corpus with minimal textual information. We have expanded the original collection with WordNet terms in order to enrich the information included in this corpus. In addition, we have have carried out experiments with original and expanded topics. However, the obtained results show that it is necessary to continue investigating the expansion methodology. The query expansion does not improve the results, although using only the expansion for the corpus slightly achieves better MAP.

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References

  1. Joao Pinto, F., Farina Martinez, A., Fernandez Perez-Sanjulian, C.: Joining automatic query expansion based on thesaurus and word sense disambiguation using WordNet. IJCAT 33(4), 271–279 (2008)

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  4. Tsikrika, T., Kludas, J.: Overview of the WikipediaMM task at ImageCLEF 2009. In: Peters, C., et al. (eds.) CLEF 2009 Workshop, Part II. LNCS, vol. 6242, pp. 60–71. Springer, Heidelberg (2010)

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Author information

Authors and Affiliations

  1. SINAI Research Group, Computer Science Department, University of Jaén, Spain

    Manuel Carlos Díaz-Galiano, María Teresa Martín-Valdivia, L. Alfonso Ureña-López & José Manuel Perea-Ortega

Authors
  1. Manuel Carlos Díaz-Galiano
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  2. María Teresa Martín-Valdivia
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  3. L. Alfonso Ureña-López
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  4. José Manuel Perea-Ortega
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Editor information

Editors and Affiliations

  1. ISTI-CNR, Area Ricerca CNR, Via Moruzzi, 1, 56124, Pisa, Italy

    Carol Peters

  2. Idiap Research Institute, Rue Marconi 19, 1920, Martigny, Switzerland

    Barbara Caputo

  3. LSI-UNED, Juan del Rosal, 16, 28040, Madrid, Spain

    Julio Gonzalo

  4. Centre for Digital Video Processing, School of Computing, Dublin City University, Dublin 9, Ireland

    Gareth J. F. Jones

  5. Oregon Health and Science University, 3181 SW Sam Jackson Park Road, 97239-3098, Portland, OR, USA

    Jayashree Kalpathy-Cramer

  6. University of Applied Sciences Western Switzerland, TechnoArk 3, 3960, Sierre, Switzerland

    Henning Müller

  7. Centrum Wiskunde and Infoormatica, Science Park 123, 1098, Amsterdam, XG, The Netherlands

    Theodora Tsikrika

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© 2010 Springer-Verlag Berlin Heidelberg

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Díaz-Galiano, M.C., Martín-Valdivia, M.T., Ureña-López, L.A., Perea-Ortega, J.M. (2010). Using WordNet in Multimedia Information Retrieval. In: Peters, C., et al. Multilingual Information Access Evaluation II. Multimedia Experiments. CLEF 2009. Lecture Notes in Computer Science, vol 6242. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15751-6_21

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  • DOI: https://doi.org/10.1007/978-3-642-15751-6_21

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-15750-9

  • Online ISBN: 978-3-642-15751-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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