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.issued2024-04-26
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. As many of these tools are created with children in mind, autistic adults are often neglected in the design of AAC tools to begin with. We conducted in-depth interviews with 12 autistic adults to find the pain points of current AAC and determine what general technological advances they would 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 options, output options, selecting or adapting AAC for a good fit, when to start or swap AAC, benefits (of use), access (to AAC), stumbling blocks for continued use, social concerns, and lack of control. In this paper, we go through these nine categories in depth and then suggest possible guidelines for the NLP community, AAC application makers, and policy makers to improve AAC use for autistic adults.
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.urihttp://arxiv.org/abs/2404.17730
dc.format.extent20 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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