用于培训自闭症患者的多模态工作面试模拟器。

IF 2.5 4区 医学 Q1 REHABILITATION
Assistive Technology Pub Date : 2024-01-02 Epub Date: 2023-04-24 DOI:10.1080/10400435.2023.2188907
Deeksha Adiani, Michael Breen, Miroslava Migovich, Joshua Wade, Spencer Hunt, Mahrukh Tauseef, Nibraas Khan, Kelley Colopietro, Megan Lanthier, Amy Swanson, Timothy J Vogus, Nilanjan Sarkar
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引用次数: 3

摘要

自闭症患者在求职和维持就业方面面临重重困难,研究表明,求职面试往往是他们获得就业的一大障碍。之前针对自闭症患者的基于计算机的求职面试培训干预与更好的面试结果有关。然而,这些先前的干预措施并没有充分利用多模态数据,而这些数据可以帮助人们深入了解自闭症患者在求职面试中所面临挑战的情感基础。在本文中,作者介绍了一种名为 CIRVR 的新型多模态求职面试培训平台的设计,该平台通过口语互动模拟求职面试,并收集参与者的目光、面部表情和生理反应,以了解他们的压力反应和情感状态。本报告介绍了一项可行性研究的结果,研究对象是与 CIRVR 互动的 23 名自闭症参与者。此外,还收集了利益相关者对 CIRVR 可视化工具 "仪表板 "上数据可视化的定性反馈。收集到的数据表明,CIRVR 和仪表板有潜力用于为自闭症患者提供个性化的求职面试培训。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multimodal job interview simulator for training of autistic individuals.

Autistic individuals face difficulties in finding and maintaining employment, and studies have shown that the job interview is often a significant barrier to obtaining employment. Prior computer-based job interview training interventions for autistic individuals have been associated with better interview outcomes. These previous interventions, however, do not leverage the use of multimodal data that could give insight into the emotional underpinnings of autistic individuals' challenges in job interviews. In this article, the authors present the design of a novel multimodal job interview training platform called CIRVR that simulates job interviews through spoken interaction and collects eye gaze, facial expressions, and physiological responses of the participants to understand their stress response and their affective state. Results from a feasibility study with 23 autistic participants who interacted with CIRVR are presented. In addition, qualitative feedback was gathered from stakeholders on visualizations of data on CIRVR's visualization tool called the Dashboard. The data gathered indicate the potential of CIRVR along with the Dashboard to be used in the creation of individualized job interview training of autistic individuals.

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来源期刊
Assistive Technology
Assistive Technology REHABILITATION-
CiteScore
4.00
自引率
5.60%
发文量
40
期刊介绍: Assistive Technology is an applied, scientific publication in the multi-disciplinary field of technology for people with disabilities. The journal"s purpose is to foster communication among individuals working in all aspects of the assistive technology arena including researchers, developers, clinicians, educators and consumers. The journal will consider papers from all assistive technology applications. Only original papers will be accepted. Technical notes describing preliminary techniques, procedures, or findings of original scientific research may also be submitted. Letters to the Editor are welcome. Books for review may be sent to authors or publisher.
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