How Emoji and Explanations Influence Adherence to AI Recommendations

Conference Paper (2023)
Author(s)

Samuel Kernan Freire (TU Delft - Knowledge and Intelligence Design)

Ji Youn Jung (Student TU Delft)

Chaofan Wang (TU Delft - Human-Centred Artificial Intelligence)

Evangelos Niforatos (TU Delft - Knowledge and Intelligence Design)

Alessandro Bozzon (TU Delft - Human-Centred Artificial Intelligence)

DOI related publication
https://doi.org/10.1145/3570945.3607300 Final published version
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Publication Year
2023
Language
English
Article number
38
ISBN (electronic)
978-1-4503-9994-4
Event
23rd ACM International Conference on Intelligent Virtual Agents, IVA 2023 (2023-09-19 - 2023-09-22), Wurzburg, Germany
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Abstract

Emoji have become an essential part of modern communication, helping to convey emotions and tone quickly and concisely. Emoji used by humans and Intelligent Agents (IA) have been shown to affect people’s decision making intentions, suggesting they could be used to manipulate users to follow their advice. We present a mixed-methods crowdsourcing study (N = 194) that shows that adherence to an IA’s recommendation and user experience are not affected by emoji when used in a positive, collaborative way. However, we demonstrate that explanations provided by an IA do increase adherence to its recommendation.

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