A Conversational Robot for Older Adults with Alzheimer’s Disease
| Autor: | Stefania Raimondo, Frank Rudzicz, Chloe Pou-Prom |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Language change
media_common.quotation_subject Health technology Intelligibility (communication) medicine.disease Human–robot interaction Task (project management) Human-Computer Interaction 03 medical and health sciences 0302 clinical medicine Artificial Intelligence medicine Robot Dementia Conversation 030212 general & internal medicine Psychology 030217 neurology & neurosurgery media_common Cognitive psychology |
| Zdroj: | ACM Transactions on Human-Robot Interaction. 9:1-25 |
| ISSN: | 2573-9522 |
| DOI: | 10.1145/3380785 |
| Popis: | Amid the rising cost of Alzheimer’s disease (AD), assistive health technologies can reduce care-giving burden by aiding in assessment, monitoring, and therapy. This article presents a pilot study testing the feasibility and effect of a conversational robot in a cognitive assessment task with older adults with AD. We examine the robot interactions through dialogue and miscommunication analysis, linguistic feature analysis, and the use of a qualitative analysis, in which we report key themes that were prevalent throughout the study. While conversations were typically better with human conversation partners (being longer, with greater engagement and less misunderstanding), we found that the robot was generally well liked by participants and that it was able to capture their interest in dialogue. Miscommunication due to issues of understanding and intelligibility did not seem to deter participants from their experience. Furthermore, in automatically extracting linguistic features, we examine how non-acoustic aspects of language change across participants with varying degrees of cognitive impairment, highlighting the robot’s potential as a monitoring tool. This pilot study is an exploration of how conversational robots can be used to support individuals with AD. |
| Databáze: | OpenAIRE |
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