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http://hdl.handle.net/2445/130340| Title: | Análisis de la riqueza léxica en el contexto de la clasificación de atributos demográficos latentes |
| Author: | Roberto Rodríguez, John Alexander Martí Antonin, M. Antònia Salamó Llorente, Maria |
| Keywords: | Tractament del llenguatge natural (Informàtica) Lexicologia Natural language processing (Computer science) Lexicology |
| Issue Date: | 1-Jun-2012 |
| Publisher: | Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN) |
| Abstract: | In this paper we analyse the utility of lexical richness measures for predicting latent user attributes from Spanish opinionated texts. Our aim is to know how useful could be lexical richness to predict user's gender, age and regional origin. To this end, we applied 32 lexical richness measures over 1911 previously labeled texts with demographic information. This approach has the advantage that it is domain-independent with modest computational cost. |
| Note: | Reproducció del document publicat a: http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/4493 |
| It is part of: | Procesamiento del lenguaje natural , 2012, num. 48, p. 97-104 |
| URI: | http://hdl.handle.net/2445/130340 |
| ISSN: | 1135-5948 |
| Appears in Collections: | Articles publicats en revistes (Matemàtiques i Informàtica) Articles publicats en revistes (Filologia Catalana i Lingüística General) |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| 611158.pdf | 791.57 kB | Adobe PDF | View/Open |
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