Portada del libro de Adaptive Personality Recognition from Text
Título del libro:

Adaptive Personality Recognition from Text

LAP LAMBERT Academic Publishing (2013-02-26 )

Books loader

Omni badge apto para el cupón
ISBN-13:

978-3-659-35404-5

ISBN-10:
365935404X
EAN:
9783659354045
Idioma del libro:
Inglés
Notas y citas / Texto breve:
Personality recognition from text consists in the automatic classification of authors' personality traits from pieces of text they wrote. Classifier's predictions can be compared against gold standard labels, obtained by means of the big5 personality test. Until recently, the application of personality recognition was limited to offline texts, while now there is a strong interest in the scientific community to apply it to online social network sites, which is a really challenging task. In this work, we address the issue of domain adaptation for automatic personality recognition from text. We argue that current approaches, based on supervised learning, have several limitations when applied to a social network domain. These limitations are mainly due to difficulties in data annotation, overfitting, lack of domain adaptability and multilinguality. We propose and test a new approach to personality recognition from text, that we will call Adaptive Personality Recognition. This new approach is designed to be domain-adaptive and suitable for the application in Social Network Sites.
Editorial:
LAP LAMBERT Academic Publishing
Sitio web:
https://www.lap-publishing.com/
Por (autor):
Fabio Celli
Número de páginas:
124
Publicado en:
2013-02-26
Stock:
Disponible
Categoría:
Informática, IT
Precio:
59.00 €
Palabras clave:
personality recognition text linguistics psychology communication social networks

Books loader

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::ach Adyen::wechatpay Adyen::unionpay PayPal Transferencia Bancaria

  0 productos en el carrito
Editar carrito
Loading frontend
LOADING