DNA AND NATURAL LANGUAGES - Text Mining

Gemma Bel-Enguix; Veronica Dahl; M. Dolores Jimenez-lopez

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Paper

DNA AND NATURAL LANGUAGES - Text Mining

Topics: Bioinformatics & Pattern Discovery; Mining High-Dimensional Data

In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 0IC3K, 140-145, 2009 , Funchal - Madeira, Portugal

Authors: Gemma Bel-Enguix ¹ ; Veronica Dahl ² and M. Dolores Jimenez-lopez ¹

Affiliations: ¹ Rovira i Virgili University, Spain ; ² Rovira i Virgili University;Simon Fraser University, Canada

Keyword(s): Text Mining, Constraint Handling Rules, Oligonucleotides, Natural Language Processing.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; BioInformatics & Pattern Discovery ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Mining High-Dimensional Data ; Symbolic Systems

Abstract: We present, discuss and exemplify a fully implemented model of text mining that can be applied to spoken languages as well as to molecular biology languages. This is based in the model presented in (Zahariev et al., 2009) oriented to discovering DNA barcodes for sequences. The novelty of our methodology is the use of Constraint Based Reasoning to detect string repetitions through unification, by introducing a new general rule for matching. We claim that the same method can be succesfully applied to mining natural language texts.

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Paper citation in several formats:

Bel-Enguix, G.; Dahl, V. and Dolores Jimenez-lopez, M. (2009). DNA AND NATURAL LANGUAGES - Text Mining. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2009) - KDIR; ISBN 978-989-674-011-5; ISSN 2184-3228, SciTePress, pages 140-145. DOI: 10.5220/0002292201400145

@conference{kdir09,
author={Gemma Bel{-}Enguix. and Veronica Dahl. and M. {Dolores Jimenez{-}lopez}.},
title={DNA AND NATURAL LANGUAGES - Text Mining},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2009) - KDIR},
year={2009},
pages={140-145},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002292201400145},
isbn={978-989-674-011-5},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2009) - KDIR
TI - DNA AND NATURAL LANGUAGES - Text Mining
SN - 978-989-674-011-5
IS - 2184-3228
AU - Bel-Enguix, G.
AU - Dahl, V.
AU - Dolores Jimenez-lopez, M.
PY - 2009
SP - 140
EP - 145
DO - 10.5220/0002292201400145
PB - SciTePress