CMU-HCII-23-104 Human-Computer Interaction Institute School of Computer Science, Carnegie Mellon University
Agency in Augmentative and Alternative Communication (AAC) Stephanie Valencia-Valendia August 2023 Ph.D. Thesis
Conversational agency is shaped by social constraints such as when AAC users can speak, what they can say, and who they can address. The first part of this dissertation proposes metrics to measure how conversational agency is expressed within constraints specific to AAC-based interaction. Using agency as a lens for AAC research uncovered new design opportunities for AAC systems that center AAC users’ personal conversational goals. The second part of this thesis explored technologies that can help balance participation in a group and signal to partners that an AC is still making use of their turn to address social constraints related to managing attention and conversational dynamics. The third part of this dissertation explores technologies that can retrieve content from a conversation and clarify misunderstandings to provide ACs with more control over the content of a conversation and the relevance and context of their messages. Through empirical studies, co-design, participatory design, and the development and deployment of different systems, this dissertation investigates how different design materials, such as expressive customized robots and Large Language Models, can support AAC users in easily exercising their conversational agency and help non-AAC users become better communication partners. Through six studies this dissertation contributes Agency in AAC as a new design framework to both further our understanding of AAC users agency and to generate novel, accessible, and agency-increasing communication tools.
144 pages
Brad A. Myers, Head, Human-Computer Interaction Institute
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