2012年
Estimating Conversational Dominance in Multiparty Interaction
ICMI '12: PROCEEDINGS OF THE ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION
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- 開始ページ
- 77
- 終了ページ
- 84
- 記述言語
- 英語
- 掲載種別
- 研究論文(国際会議プロシーディングス)
- DOI
- 10.1145/2388676.2388699
- 出版者・発行元
- ASSOC COMPUTING MACHINERY
It is important for conversational agents that manage multiparty conversations to recognize the group dynamics existing among the users. This paper proposes a method for estimating the conversational dominance of participants in group interactions. First, we conducted a Wizard-of-Oz experiment to collect conversational speech, and motion data. Then, we analyzed various paralinguistic speech and gaze behaviors to elucidate the factors that predict conversational dominance. Finally, by exploiting the speech and gaze data as estimation parameters, we created a regression model to estimate conversational dominance, and the multiple correlation coefficient of this model was 0.85.
- リンク情報
- ID情報
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- DOI : 10.1145/2388676.2388699
- Web of Science ID : WOS:000321926300017