Abstract
This paper reports the work of Middlesex University in the CLEF bilingual task. We have carried out experiments using Portuguese queries to retrieve documents in English. The approach used was Latent Semantic Indexing, which is an automatic method not requiring dictionaries or thesauri. We have also run a monolingual version of the system to work as a baseline. Here we describe in detail the methods used and give an analysis of the results obtained.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Deerwester, S.; Dumais, S.; Fumas, G.; Landauer T. and Harshman, R. Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science, 41(6): 1–13, 1990.
Dumais, S. Latent Semantic Indexing (LSI): TREC-3 Report.
Ethnologue http://www.ethnologue.com.
Internet Software Consortium http://www.isc.org/ds/WWW-200101/dist-bynum.html.
Landauer, Thomas K.; Littman, Michael L. Fully Automatic Cross-Language Document Retrieval Using Latent Semantic Indexing. In: Proceedings of the Sixth Annual Conference of the UW Centre for the New Oxford English Dictionary and Text Research, pages 31-38, Waterloo, Ontario, Oct. 1990.
Orengo, V.M.; Huyck, C.R. A Stemming algorithm for the Portuguese Language. In: Proceedings of SPIRE’2001 Symposium on String Processing and Information Retrieval, Laguna de San Raphael, Chile, November 2001.
Porter, M.F. An Algorithm for Suffix Stripping. Program, 14(3), 130–137, July 1980.
Systran http://www.systransoft.com/.
Telcordia Technologies — http://lsi.research.telcordia.com/.
Yang Yiming et al. Translingual Information Retrieval: Learning from Bilingual Corpora. In: 15th International Joint Conference on Artificial Intelligence IJCAI’97, Nagoya, Japan, August 23-29, 1997.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Orengo, V.M., Huyck, C. (2003). Portuguese-English Experiments Using Latent Semantic Indexing. In: Peters, C., Braschler, M., Gonzalo, J., Kluck, M. (eds) Advances in Cross-Language Information Retrieval. CLEF 2002. Lecture Notes in Computer Science, vol 2785. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45237-9_11
Download citation
DOI: https://doi.org/10.1007/978-3-540-45237-9_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40830-7
Online ISBN: 978-3-540-45237-9
eBook Packages: Springer Book Archive