Induction trees for automatic word classification

This work studies induction tree application for certain word category detection by simple morpho-syntactical descriptors that are proposed here. The classification power for these new descriptors with and without stemming is also studied. Finally, results show that classification prediction power i...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	López De Luise, María Daniela, Ale, Juan María
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2007
Materias:	Ciencias Informáticas Informática aprendizaje automático Learning clasificación de palabras Word processing Model classification machine learning lexical categorization
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/23280
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

id	I19-R120-10915-23280
record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ciencias Informáticas Informática aprendizaje automático Learning clasificación de palabras Word processing Model classification machine learning lexical categorization
spellingShingle	Ciencias Informáticas Informática aprendizaje automático Learning clasificación de palabras Word processing Model classification machine learning lexical categorization López De Luise, María Daniela Ale, Juan María Induction trees for automatic word classification
topic_facet	Ciencias Informáticas Informática aprendizaje automático Learning clasificación de palabras Word processing Model classification machine learning lexical categorization
description	This work studies induction tree application for certain word category detection by simple morpho-syntactical descriptors that are proposed here. The classification power for these new descriptors with and without stemming is also studied. Finally, results show that classification prediction power is good when stem is coordinated with a short list of descriptors.
format	Objeto de conferencia Objeto de conferencia
author	López De Luise, María Daniela Ale, Juan María
author_facet	López De Luise, María Daniela Ale, Juan María
author_sort	López De Luise, María Daniela
title	Induction trees for automatic word classification
title_short	Induction trees for automatic word classification
title_full	Induction trees for automatic word classification
title_fullStr	Induction trees for automatic word classification
title_full_unstemmed	Induction trees for automatic word classification
title_sort	induction trees for automatic word classification
publishDate	2007
url	http://sedici.unlp.edu.ar/handle/10915/23280
work_keys_str_mv	AT lopezdeluisemariadaniela inductiontreesforautomaticwordclassification AT alejuanmaria inductiontreesforautomaticwordclassification
bdutipo_str	Repositorios
_version_	1764820466072027136

Induction trees for automatic word classification

Ejemplares similares