Bridging the Social & Technical Divide in Augmentative and Alternative Communication (AAC) Applications for Autistic Adults

dc.contributor.authorMartin, Lara J.
dc.contributor.authorNagalakshmi, Malathy
dc.date.accessioned2024-05-29T14:38:19Z
dc.date.available2024-05-29T14:38:19Z
dc.date.issued2024-09-27
dc.description.abstractNatural Language Processing (NLP) techniques are being used more frequently to improve high-tech Augmentative and Alternative Communication (AAC), but many of these techniques are integrated without the inclusion of the users’ perspectives. Autistic adults are particularly neglected in the design of AAC tools. We conducted in-depth interviews with 12 autistic adults to find the pain points of current AAC and determine what technological advances they might find helpful. We found that in addition to technological issues, there are many societal issues as well. We found 9 different categories of themes from our interviews: input flexibility, output flexibility, selecting or adapting AAC for a good fit, when to start or swap AAC, benefits, access as an adult, stumbling blocks for continued use, social concerns, and control of communication. In this paper, we go through these categories in depth and then suggest possible guidelines for developers, NLP researchers, and policy makers.
dc.description.sponsorshipThis work was funded in part by the National Science Foundation under Grant #2030859 to the Computing Research Association for the CIFellows Project. We would like to extend a special thanks to Dr. Layne Jackson Hubbard and Dr. Alyssa Zisk for looking over the interview questions; Dr. Danaë Metaxa & Dr. Andrew Head for HCI methods help; and Dr. Chris Callison-Burch for being a great postdoc/masters mentor. Extra special thanks to all of our participants! We hope we did your words justice.
dc.description.urihttps://arxiv.org/abs/2404.17730
dc.format.extent18 pages
dc.genrejournal articles
dc.genrepreprints
dc.identifierdoi:10.13016/m2su0e-zgnr
dc.identifier.urihttps://doi.org/10.48550/arXiv.2404.17730
dc.identifier.urihttp://hdl.handle.net/11603/34336
dc.language.isoen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department
dc.rightsCC BY 4.0 DEED Attribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectComputer Science - Computation and Language
dc.subjectComputer Science - Human-Computer Interaction
dc.titleBridging the Social & Technical Divide in Augmentative and Alternative Communication (AAC) Applications for Autistic Adults
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0002-0623-599X

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