Exploring the Impact of Non-Verbal Virtual Agent Behavior on User Engagement in Argumentative Dialogues

Abstract

Engaging in discussions that involve diverse perspectives and exchanging arguments on a controversial issue is a natural way for humans to form opinions. In this process, the way arguments are presented plays a crucial role in determining how engaged users are, whether the interaction takes place solely among humans or within human-agent teams. This is of great importance as user engagement plays a crucial role in determining the success or failure of cooperative argumentative discussions. One main goal is to maintain the user's motivation to participate in a reflective opinion-building process, even when addressing contradicting viewpoints. This work investigates how non-verbal agent behavior, specifically co-speech gestures, influences the user's engagement and interest during an ongoing argumentative interaction. The results of a laboratory study conducted with 56 participants demonstrate that the agent's co-speech gestures have a substantial impact on user engagement and interest and the overall perception of the system. Therefore, this research offers valuable insights for the design of future cooperative argumentative virtual agents.

Award

Best Paper Award

Links

code:references.bib

@inproceedings{bib:annalena_filterbubble_IVA2024,

author={Aicher, Annalena and Matsuda, Yuki and Yasumoto, Keiichi and Minker, Wolfgang and André, Elisabeth and Ultes, Stefan},

title={Exploring the Impact of Non-Verbal Virtual Agent Behavior on User Engagement in Argumentative Dialogues},

booktitle={The 12th International Conference on Human-Agent Interaction (HAI '24)},

pages={224--232},

year={2024},

doi={10.1145/3687272.3688315},

}

https://scrapbox.io/files/68cb5d1423793215351ab96b.png

Category

Conference

Keywords

Collaborating Organization