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Le modèle "monomaniaque" un modèle statistique simple pour l'analyse exploratoire d'un corpus de textes

Abstract : The automatic clustering of text segments into thematically homogeneous groups is a difficult problem. In this paper, we study the performance of a simple probabilistic model, the "monomaniac" model. We first describe the model and the related EM-based estimation procedures; an application of this model to a English corpus of texts imported from the CKM ("Customer Knowledge Management") literature is then presented.
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https://archivesic.ccsd.cnrs.fr/sic_00001261
Contributor : Roger T. Pédauque <>
Submitted on : Wednesday, December 8, 2004 - 3:38:16 PM
Last modification on : Friday, September 27, 2019 - 9:12:06 AM
Long-term archiving on: : Saturday, April 3, 2010 - 8:34:40 PM

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  • HAL Id : sic_00001261, version 1

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Fabrice Clérot, Olivier Collin, Olivier Cappé, Éric Moulines. Le modèle "monomaniaque" un modèle statistique simple pour l'analyse exploratoire d'un corpus de textes. Jun 2004. ⟨sic_00001261⟩

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