Análisis de la riqueza léxica en el contexto de la clasificación de atributos demográficos latentes

• Autores: John Alexander Roberto Rodríguez, María Antonia Martí Antonín , María Salamó
• Localización: Procesamiento del lenguaje natural, ISSN 1135-5948, Nº. 48, 2012, págs. 97-104
• Idioma: español
• Títulos paralelos:
  • Analysis of lexical richness in the context of latent demographic user attributes classification
• Enlaces
  • Texto completo
• Dialnet Métricas: 2 Citas
• Resumen
  • español

    En este artículo analizamos la utilidad que tiene el cálculo de la riqueza léxica para predecir atributos demográficos latentes en textos de opinión del español. Nuestro objetivo es determinar hasta qué punto la riqueza léxica permite predecir el sexo, la edad y la procedencia de los autores de este tipo de textos. Para ello hemos analizado 32 métricas de la riqueza léxica en 1911 textos de opinión previamente etiquetados con información demográfica. Esta aproximación tiene como principales ventajas la independencia del dominio y la reducción del coste computacional.

  • English

    In this paper we analyse the utility of Lexical richness estimations to predict latent user attributes shown in Spanish opinionated texts. Our aim is to establish how useful could be the Lexical richness to predict user’s gender, age and regional origin. Because of this goal, we applied 32 lexical richness measures to 1911 previously labeled texts with demographic information. This approach has the advantage that it is domain-independent with modest computational cost.

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