Misato Yatsushiro, Naoya Ikeda, Yuki Hayashi, Y. Nakano
{"title":"A dominance estimation mechanism using eye-gaze and turn-taking information","authors":"Misato Yatsushiro, Naoya Ikeda, Yuki Hayashi, Y. Nakano","doi":"10.1145/2535948.2535956","DOIUrl":null,"url":null,"abstract":"With a goal of contributing to multiparty conversation management, this paper proposes a mechanism for estimating conversational dominance in group interaction. Based on our corpus analysis, we have already established a regression model for dominance estimation using speech and gaze information. In this study, we implement the model as a dominance estimation mechanism, and propose an idea of utilizing the mechanism in moderating multiparty conversations between a conversational robot and three human users. The system decides whom the system should talk to based on the dominance level of each user.","PeriodicalId":403097,"journal":{"name":"GazeIn '13","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"GazeIn '13","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2535948.2535956","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
With a goal of contributing to multiparty conversation management, this paper proposes a mechanism for estimating conversational dominance in group interaction. Based on our corpus analysis, we have already established a regression model for dominance estimation using speech and gaze information. In this study, we implement the model as a dominance estimation mechanism, and propose an idea of utilizing the mechanism in moderating multiparty conversations between a conversational robot and three human users. The system decides whom the system should talk to based on the dominance level of each user.
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