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Affective Learning: Empathetic Agents with Emotional Facial and Tone of Voice Expressions

Published: 01 July 2012 Publication History

Abstract

Empathetic behavior has been suggested to be one effective way for Embodied Conversational Agents (ECAs) to provide feedback to learners' emotions. An issue that has been raised is the effective integration of parallel and reactive empathy. The aim of this study is to examine the impact of ECAs' emotional facial and tone of voice expressions combined with empathetic verbal behavior when displayed as feedback to students' fear, sad, and happy emotions in the context of a self-assessment test. Three identical female agents were used for this experiment: 1) an ECA performing parallel empathy combined with neutral emotional expressions, 2) an ECA performing parallel empathy displaying emotional expressions that were relevant to the emotional state of the student, and 3) an ECA performing parallel empathy by displaying relevant emotional expressions followed by emotional expressions of reactive empathy with the goal of altering the student's emotional state. Results indicate that an agent performing parallel empathy displaying emotional expressions relevant to the emotional state of the student may cause this emotion to persist. Moreover, the agent performing parallel and then reactive empathy appeared to be effective in altering an emotional state of fear to a neutral one.

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  • (2024)Engaged and Affective Virtual Agents: Their Impact on Social Presence, Trustworthiness, and Decision-Making in the Group DiscussionProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642917(1-17)Online publication date: 11-May-2024
  • (2023)The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic ResponsesIEEE Transactions on Affective Computing10.1109/TAFFC.2022.320591914:1(17-30)Online publication date: 1-Jan-2023
  • (2023)A Review of Affective Computing Research Based on Function-Component-Representation FrameworkIEEE Transactions on Affective Computing10.1109/TAFFC.2021.310451214:2(1655-1674)Online publication date: 1-Apr-2023
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cover image IEEE Transactions on Affective Computing
IEEE Transactions on Affective Computing  Volume 3, Issue 3
July 2012
126 pages

Publisher

IEEE Computer Society Press

Washington, DC, United States

Publication History

Published: 01 July 2012

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  • (2024)Engaged and Affective Virtual Agents: Their Impact on Social Presence, Trustworthiness, and Decision-Making in the Group DiscussionProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642917(1-17)Online publication date: 11-May-2024
  • (2023)The Acoustically Emotion-Aware Conversational Agent With Speech Emotion Recognition and Empathetic ResponsesIEEE Transactions on Affective Computing10.1109/TAFFC.2022.320591914:1(17-30)Online publication date: 1-Jan-2023
  • (2023)A Review of Affective Computing Research Based on Function-Component-Representation FrameworkIEEE Transactions on Affective Computing10.1109/TAFFC.2021.310451214:2(1655-1674)Online publication date: 1-Apr-2023
  • (2023)Busting the one-voice-fits-all mythInternational Journal of Human-Computer Studies10.1016/j.ijhcs.2023.103126180:COnline publication date: 1-Dec-2023
  • (2023)What affects the usage of artificial conversational agents? An agent personality and love theory perspectiveComputers in Human Behavior10.1016/j.chb.2023.107788145:COnline publication date: 1-Aug-2023
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  • (2022)Estimation of Learning Affects Experienced by LearnersWireless Communications & Mobile Computing10.1155/2022/88082832022Online publication date: 1-Jan-2022
  • (2021)Emotion Detection through Smartphone's Accelerometer and Gyroscope SensorsProceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization10.1145/3450613.3456822(130-137)Online publication date: 21-Jun-2021
  • (2021)Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits EmpathyProceedings of the 2021 CHI Conference on Human Factors in Computing Systems10.1145/3411764.3445545(1-11)Online publication date: 6-May-2021
  • (2021)Enhancing the Perceived Emotional Intelligence of Conversational Agents through Acoustic CuesExtended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems10.1145/3411763.3451660(1-7)Online publication date: 8-May-2021
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