The Role of Affect in the Computational Modeling of Natural Language

The Role of Affect in the Computational Modeling of Natural Language
复制标题

情感在自然语言计算建模中的作用

DOI:
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发表时间:
2012
影响因子:
2.5
通讯作者:
Cecilia Ovesdotter Alm
Cecilia Ovesdotter Alm
中科院分区:
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文献类型:
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作者:
Cecilia Ovesdotter Alm

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表达性是自然语言的内在组成部分。本文遵循情感计算(Picard 1997)的传统,使用情感来指代相关概念,如情绪,情绪,感受,个性,态度,极性和相关的主观现象。概述阐明了情感与语言学和计算语言学的相关性,总结了有用的背景,概述了有用的资源,并强调了语言中情感和与情感相关的语言行为的计算建模的重要考虑因素。此外,文章还概述了尚未解决的争论、主题、问题和需要进一步探讨的领域。
Expressivity is an intrinsic component of natural language. This article follows the tradition of affective computing (Picard 1997) in using affect to refer to connected concepts such as emotion, mood, feelings, personality, attitude, polarity, and related subjective phenomena. The overview clarifies the relevance of affect for linguistics and computational linguistics, summarizes useful background, outlines helpful resources, and highlights important considerations for computational modeling of affect in language and affect-related linguistic behaviors. In addition, the article sketches unsettled debates, topics, problems, and areas in need of further exploration.
DOI: 10.1111/j.1749-818x.2010.00267.x
发表时间: 2011-03-01
影响因子: 2.5
作者:
Kotz, Sonja A.;Paulmann, Silke
通讯作者: Paulmann, Silke