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Analysis of Multilingual Image Search Logs: Users’ Behavior and Search Strategies

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

Abstract

In this paper we summarize the analysis performed on the logs of multilingual image search provided by iCLEF09 and its comparison with the logs released in the iCLEF08 campaign. We have processed more than one million log lines in order to identify and characterize 5,243 individual search sessions. We focus on the analysis of users’ behavior and their performance trying to find possible correlations between: a) the language skills of the users and the annotation language of the target images; and b) the final outcome of the search session. We have observed that the proposed task can be considered as easy, even though users with no competence in the annotation language of the images tend to perform more interactions and to use cross-language facilities more frequently. Usage of relevance feedback is remarkably low, but successful users use it more often.

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References

  1. Gonzalo, J., Clough, P., Karlgren, J.: Overview of iCLEF 2008: search log analysis for Multilingual Image Retrieval. In: Peters, C., Deselaers, T., Ferro, N., Gonzalo, J., Jones, G.J.F., Kurimo, M., Mandl, T., Peñas, A., Petras, V. (eds.) CLEF 2008. LNCS, vol. 5706. pp. 262–295. Springer, Heidelberg (2009)

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  2. Gonzalo, J., Peinado, V., Clough, P., Karlgren, J.: Overview of iCLEF 2009: Exploring Search Behaviour in a Multilingual Folksonomy Environment. In: Peters, C., et al. (eds.) CLEF 2009 Workshop, Part II. LNCS, vol. 6242, pp. 13–20. Springer, Heidelberg (2010)

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  4. Peinado, V., Gonzalo, J., Artiles, J., López-Ostenero, F.: UNED at iCLEF 2008: Analysis of a Large Log of Multilingual Image Searches in Flickr. In: Peters, C., Deselaers, T., Ferro, N., Gonzalo, J., Jones, G.J.F., Kurimo, M., Mandl, T., Peñas, A., Petras, V. (eds.) CLEF 2008. LNCS, vol. 5706. Springer, Heidelberg (2009)

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  5. Peinado, V., Gonzalo, J., Artiles, J., López-Ostenero, F.: Log Analysis of Multilingual Image Search in Flickr. In: Peters, C., Deselaers, T., Ferro, N., Gonzalo, J., Jones, G.J.F., Kurimo, M., Mandl, T., Peñas, A., Petras, V. (eds.) CLEF 2009. LNCS, vol. 5706, pp. 236–242. Springer, Heidelberg (2009)

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Peinado, V., López-Ostenero, F., Gonzalo, J. (2010). Analysis of Multilingual Image Search Logs: Users’ Behavior and Search Strategies. 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_3

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  • DOI: https://doi.org/10.1007/978-3-642-15751-6_3

  • 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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