The research of emotion estimation method based on wording fluctuations

基于词语波动的情绪估计方法研究

• 批准号: 23700252
• 负责人: MATSUMOTO Kazuyuki
• 金额: $ 2.5万
• 依托单位: The University of Tokushima
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Young Scientists (B)
• 财政年份: 2011
• 资助国家: 日本
• 起止时间: 2011 至 2013
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-23700252/
• 关键词: 言葉遣い; 感情推定; 演劇台本; 親密度; コーパス; 単語分析; シナリオ会話文; 単語親密度; 発話役割; 感性情報処理; 脳波計測

The purpose of the research is to analyze linguistic feature found in dialogue sentences, and to clarify the mechanism of emotion estimation based on wordings used in the dialogue. I collected dialogue data where the fluctuations of wordings were found, added certain annotation tags on the data and analyzed them, aiming to draw on the relativeness between the fluctuations of emotions and the wordings. Consequently, I analyzed a set of dialogue sentences made between the speaker and his/her dialogue partner as a unit, and found that the speaker's positive emotions influenced toreduce the dialogue partner's negative emotion.

本研究的目的是分析对话语句的语言特征，并阐明基于对话语句的情感估计机制。我收集了有话语波动的对话数据，在数据上添加了一定的注释标签并进行了分析，目的是利用情绪波动与话语之间的相关性。因此，本文以说话人与其对话对象之间的一组对话句子为单位进行分析，发现说话人的积极情绪影响着对话对象的消极情绪。

项目成果

Modification Relations Based Emotional Keywords Annotation Using Conditional Random Fields

• DOI: 10.1109/icinis.2011.29
• 发表时间: 2011-11
• 期刊: 2011 4th International Conference on Intelligent Networks and Intelligent Systems
• 作者: Yunong Wu;K. Kita;F. Ren;Kazuyuki Matsumoto;Xin Kang

Exploring the Importance of Modification Relation for Emotional Keywords Annotation and Emotion Types Recognition

• DOI: 10.22266/ijies2011.1231.03
• 发表时间: 2011-12
• 期刊: International Journal of Intelligent Engineering and Systems
• 作者: Yunong Wu;K. Kita;F. Ren;Kazuyuki Matsumoto;Xin Kang

Exploring Emotional Words for Chinese Document Chief Emotion Analysis

• 发表时间: 2011-12
• 作者: Yunong Wu;K. Kita;F. Ren;Kazuyuki Matsumoto;Xin Kang

返答率に基 づく演劇中の登場人物間の親密度推定

根据响应率估计戏剧中角色之间的亲密程度

• 发表时间: 2013
• 作者: 秋田 恭佑;松本 和幸;吉田 稔;北 研二
• 通讯作者: 北 研二

文字種と画数を用いた未知若者語の抽出

利用字型和笔画数提取未知青春词

• 发表时间: 2013
• 作者: 秋田 恭佑;他
• 通讯作者: 他