Exploiting emotions to disambiguate dialogue acts

Exploiting emotions to disambiguate dialogue acts
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利用情感来消除对话行为的歧义

DOI:
10.1145/964442.964459
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发表时间:
2004
期刊:
Seeds of Science
影响因子:
--
通讯作者:
E. André
E. André
中科院分区:
--
文献类型:
--
作者:
W. Bosma;E. André

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本文描述了一种从对话行为中揭示用户意图的尝试,从而提高了教学代理的自然界面的有效性。它集中在意图从对话上下文或话语结构中不清楚的情况,但仍然可以使用用户的情感状态来识别意图。情感的识别基于生理用户输入。我们最初的用户研究给出了令人振奋的结果,支持了我们的假设,即情绪的生理证据可以用来消除对话行为的歧义。本文介绍了我们的自然语言和情感整合的方法以及我们的第一个实验结果,这些结果可能被用来赋予交互智能体情感能力。
This paper describes an attempt to reveal the user's intention from dialogue acts, thereby improving the effectiveness of natural interfaces to pedagogical agents. It focuses on cases where the intention is unclear from the dialogue context or utterance structure, but where the intention may still be identified using the emotional state of the user. The recognition of emotions is based on physiological user input. Our initial user study gave promising results that support our hypothesis that physiological evidence of emotions could be used to disambiguate dialogue acts. This paper presents our approach to the integration of natural language and emotions as well as our first empirical results, which may be used to endow interactive agents with emotional capabilities.
DOI: 10.1037/0003-066x.50.5.372
发表时间: 1995-05-01
影响因子: 16.4
作者:
LANG, PJ
通讯作者: LANG, PJ