A Conversational Robot for Older Adults with Alzheimer's Disease

被引:29
|
作者
Pou-Prom, Chloe [1 ,2 ]
Raimondo, Stefania [3 ]
Rudzicz, Frank [1 ,4 ,5 ]
机构
[1] Li Ka Shing Knowledge Inst, 2 Queen St East, Toronto, ON, Canada
[2] Univ Toronto, Toronto, ON M5C 3G7, Canada
[3] Univ Toronto, 661 Univ Ave,Suite 710, Toronto, ON M5G 1M1, Canada
[4] Univ Toronto, 40 St George St, Toronto, ON M5S 2E4, Canada
[5] Vector Inst Artificial Intelligenge, Toronto, ON, Canada
关键词
Assistive technology; dementia; human-robot interaction; dialogue; DEMENTIA; PERFORMANCE; PEOPLE; SPEECH; REPAIR; CARE;
D O I
10.1145/3380785
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
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.
引用
收藏
页数:25
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