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Positive Emotion Amplification by Representing Excitement Scene with TV Chat Agents

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dc.contributor.author Nishimura, Shogo
dc.contributor.author Kimata, Daiki
dc.contributor.author Sato, Wataru
dc.contributor.author Kanbara, Masayuki
dc.contributor.author Fujimoto, Yuichiro
dc.contributor.author Kato, Hirokazu
dc.contributor.author Hagita, Norihiro
dc.date.accessioned 2021-01-07T08:19:00Z
dc.date.available 2021-01-07T08:19:00Z
dc.date.issued 2020-12-21
dc.identifier.uri http://hdl.handle.net/10061/14207
dc.description.abstract This paper proposes emotion amplification for TV chat agents allowing users to get more excited in TV sports programs, and a model that estimates the excitement level of TV programs based on the number of social comment posts. The proposed model extracts the exciting intervals from social comments to the program scenes. By synchronizing recorded video streams and the intervals, the agents may talk with the user dynamically changing the frequency and volume of upbeat utterances, increasing the excitement of the user. To test these agents, participants watched TV content under three conditions: without an agent, with four agents that utter with a flat voice, and with four agents with emotion amplification. Results from 24 young adult Japanese individuals showed that their arousal of participants’ subjective and physiological emotional responses were boosted because of the agents, enhancing their motivation to interact with the agent in the future. With empirical evidence, this paper supports these expectations and demonstrates that these agents can amplify the positive emotions of TV watchers, enhancing their motivation to interact with the agent in the future. ja_JP
dc.language.iso en ja_JP
dc.publisher MDPI ja_JP
dc.relation.isreplacedby https://www.mdpi.com/1424-8220/20/24/7330 ja_JP
dc.rights © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). ja_JP
dc.subject human-robot interaction ja_JP
dc.subject TV chat agent ja_JP
dc.subject emotion amplification ja_JP
dc.subject motivation stimulation ja_JP
dc.title Positive Emotion Amplification by Representing Excitement Scene with TV Chat Agents ja_JP
dc.type.nii Journal Article ja_JP
dc.contributor.transcription カンバラ, マサユキ
dc.contributor.transcription フジモト, ユウイチロウ
dc.contributor.transcription カトウ, ヒロカズ
dc.contributor.transcription ハギタ, ノリヒロ
dc.contributor.alternative 神原, 誠之
dc.contributor.alternative 藤本, 雄一郎
dc.contributor.alternative 加藤, 博一
dc.contributor.alternative 萩田, 紀博
dc.textversion none ja_JP
dc.identifier.eissn 1424-8220
dc.identifier.jtitle Sensors ja_JP
dc.identifier.volume 20 ja_JP
dc.identifier.issue 24 ja_JP
dc.relation.doi 10.3390/s20247330 ja_JP
dc.identifier.NAIST-ID 73292542 ja_JP
dc.identifier.NAIST-ID 82044561 ja_JP
dc.identifier.NAIST-ID 73292815 ja_JP
dc.identifier.NAIST-ID 73296790 ja_JP

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