Why So Serious? Exploring Timely Humorous Comments in AAC Through AI-Powered Interfaces

Fuente: arXiv
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Auteurs principaux: Weinberg, Tobias, Kadoma, Kowe, Penuela, Ricardo E. Gonzalez, Valencia, Stephanie, Roumen, Thijs
Format: Preprint
Publié: 2024
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author Weinberg, Tobias
Kadoma, Kowe
Penuela, Ricardo E. Gonzalez
Valencia, Stephanie
Roumen, Thijs
author_facet Weinberg, Tobias
Kadoma, Kowe
Penuela, Ricardo E. Gonzalez
Valencia, Stephanie
Roumen, Thijs
contents People with disabilities that affect their speech may use speech-generating devices (SGD), commonly referred to as Augmentative and Alternative Communication (AAC) technology. This technology enables practical conversation; however, delivering expressive and timely comments remains challenging. This paper explores how to extend AAC technology to support a subset of humorous expressions: delivering timely humorous comments -- witty remarks -- through AI-powered interfaces. To understand the role of humor in AAC and the challenges and experiences of delivering humor with AAC, we conducted seven qualitative interviews with AAC users. Based on these insights and the lead author's firsthand experience as an AAC user, we designed four AI-powered interfaces to assist in delivering well-timed humorous comments during ongoing conversations. Our user study with five AAC users found that when timing is critical (e.g., delivering a humorous comment), AAC users are willing to trade agency for efficiency contrasting prior research where they hesitated to delegate decision-making to AI. We conclude by discussing the trade-off between agency and efficiency in AI-powered interfaces, how AI can shape user intentions, and offer design recommendations for AI-powered AAC interfaces.
format Preprint
id arxiv_https___arxiv_org_abs_2410_16634
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Why So Serious? Exploring Timely Humorous Comments in AAC Through AI-Powered Interfaces
Weinberg, Tobias
Kadoma, Kowe
Penuela, Ricardo E. Gonzalez
Valencia, Stephanie
Roumen, Thijs
Human-Computer Interaction
People with disabilities that affect their speech may use speech-generating devices (SGD), commonly referred to as Augmentative and Alternative Communication (AAC) technology. This technology enables practical conversation; however, delivering expressive and timely comments remains challenging. This paper explores how to extend AAC technology to support a subset of humorous expressions: delivering timely humorous comments -- witty remarks -- through AI-powered interfaces. To understand the role of humor in AAC and the challenges and experiences of delivering humor with AAC, we conducted seven qualitative interviews with AAC users. Based on these insights and the lead author's firsthand experience as an AAC user, we designed four AI-powered interfaces to assist in delivering well-timed humorous comments during ongoing conversations. Our user study with five AAC users found that when timing is critical (e.g., delivering a humorous comment), AAC users are willing to trade agency for efficiency contrasting prior research where they hesitated to delegate decision-making to AI. We conclude by discussing the trade-off between agency and efficiency in AI-powered interfaces, how AI can shape user intentions, and offer design recommendations for AI-powered AAC interfaces.
title Why So Serious? Exploring Timely Humorous Comments in AAC Through AI-Powered Interfaces
topic Human-Computer Interaction
url https://arxiv.org/abs/2410.16634