CRII: CHS: Adaptive Virtual Environments for a Prolonged Exposure Therapy of Attention Deficits on Autism Spectrum
CRII: CHS: Adaptive Virtual Environments for a Prolonged Exposure Therapy of Attention Deficits on Autism Spectrum
批准号:
1850438
负责人:
Yi Li
金额:
$17.45万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-04-01 至 2023-03-31
中文摘要
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英文摘要
The goal of this research is to develop and evaluate an adaptive virtual reality (VR) system that will enable an innovative therapy for children with attention deficit on the autism spectrum. The prevalence of autism spectrum disorder (ASD) in the United State has grown significantly in recent years, and while there have been some successful efforts to address this issue by exploiting VR-based therapies, most of them merely use VR as an alternative way to simulate existing approaches. An important feature of VR technology - the ability to generate "impossible experiences" (i.e., experiences that cannot be created in the real world, such as a chair disappearing upon the user's gaze) - seems to be missing in these systems, because this feature was not available when most traditional ASD therapies were developed. The envisaged system will employ specifically designed "impossible experiences" to deliver an individualized therapy that addresses the attention deficits of children with ASD. The research will improve the learning ability for children with ASD and provide novel design guidelines for future VR systems used in ASD therapy. The PI will study research questions and develop the system incrementally. The overall logic of the system is: 1) Expose the user to a virtual environment to finish a task (e.g., listen to a virtual teacher talking); 2) Detect the user's attention with eye-tracking data and physiological signals, then remove all the detected distractions (e.g., a red mug) from the virtual environment; 3) Gradually restore all distractions into the virtual environment, expose the user to one more distraction object at a time and reinforce the correct attention. To implement this strategy, the PI will first explore attention capture in VR and strategies for reinforcement in VR through short user studies. Then, the effectiveness of the entire system will be evaluated through a six-month long, multiple-baseline design across participants study. All the studies will be conducted with K-12 students with medium to high levels of ASD.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(5)
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Use of Eye Behavior With Visual Distraction for Attention Training in VR
利用视觉分散的眼睛行为进行 VR 中的注意力训练
DOI:
10.1109/vrw58643.2023.00013
发表时间:
2023
期刊:
2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW
影响因子:
--
作者:
[Li, Yi, Ramalakshmi, Pranathi Ayyalaraju, Mei, Chao, Jung, Sungchul]
通讯作者:
Jung, Sungchul
DOI:
10.1109/bigdata50022.2020.9378090
发表时间:
2020-12
期刊:
2020 IEEE International Conference on Big Data (Big Data)
影响因子:
--
作者:
[J. He;Meng Han;Lei Yu;Chao Mei]
通讯作者:
J. He;Meng Han;Lei Yu;Chao Mei
Virtual Reality in Special Education: An Application Review
特殊教育中的虚拟现实:应用审查
DOI:
--
发表时间:
2023
期刊:
Journal of information systems applied research
影响因子:
--
作者:
[Li, Yi, Li, Zhigang, Zhang, Chi]
通讯作者:
Zhang, Chi
Designing a Smart Virtual Environment for Autism Spectrum Disorder Detection
设计用于自闭症谱系障碍检测的智能虚拟环境
DOI:
10.1109/swc50871.2021.00047
发表时间:
2021
期刊:
Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI
影响因子:
--
作者:
[Mekbib, Estephanos, Huang, Yan, Mei, Chao, Li, Yi]
通讯作者:
Li, Yi
Mono-Stereoscopic Camera in a Virtual Reality Environment: Case Study in Cybersickness
虚拟现实环境中的单立体相机:晕眩症案例研究
DOI:
10.1109/vs-games.2019.8864578
发表时间:
2019
期刊:
2019 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games
影响因子:
--
作者:
[Isaza, Michael, Zhang, Jingjing, Kim, Karis, Mei, Chao, Guo, Rongkai]
通讯作者:
Guo, Rongkai
CAREER: Monopole Superconductivity and Ferromagnetism of Itinerant Electrons
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批准号:1848349
-
项目类别:Continuing Grant
-
资助金额:$53.79万
-
财政年份:2019
-
负责人:Yi Li
-
依托单位:
SGER: Engineered Microclimates for Enhanced Biomass Production
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批准号:0743034
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项目类别:Standard Grant
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资助金额:$0.0万
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财政年份:2007
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负责人:Yi Li
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依托单位:
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批准号:0429972
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项目类别:Standard Grant
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资助金额:$0.0万
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财政年份:2005
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依托单位:
Mathematical Sciences: Semiliner Partial Different EquationsCurve Shortening in Minkowski Geometry and Branching Processes in Probability
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批准号:9225145
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项目类别:Standard Grant
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资助金额:$4.0万
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财政年份:1993
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负责人:Yi Li
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依托单位:
Mathematical Sciences: Semilinear Partial Differential Equations and Quasilinear Variational Inequalities
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批准号:9101828
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项目类别:Standard Grant
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资助金额:$1.89万
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财政年份:1991
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负责人:Yi Li
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依托单位:
国内基金
海外基金
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