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SCC-IRG JST: Active sensing and personalized interventions for pandemic-induced social isolation

SCC-IRG JST: Active sensing and personalized interventions for pandemic-induced social isolation
SCC-IRG JST:针对大流行引起的社会隔离的主​​动感知和个性化干预
批准号:
2125561
负责人:
Insup Lee
金额:
$75.0万
依托单位:
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-10-01 至 2024-09-30
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中文摘要
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英文摘要
Social connections are essential for individuals' health and the growth of a community. Social isolation is an increasing concern in developed countries with aging populations. The American Academy of Social Work and Social Welfare calls social isolation ``a silent killer as dangerous to health as smoking.'' The onset of the COVID-19 pandemic greatly exacerbated the problems of social isolation, depriving older adults of their personal interactions with peers and often even with caregivers. This proposal aims to develop and evaluate techno-social solutions to increase the social interactions between older adults within a community, reducing the level of social isolation within a community, while maintaining the required social distancing --- issues of great importance in the US and Japan. This project represents a collaboration between academic researchers and community partners in the U.S. and Japan, who will provide a potential pathway for transitioning research results to practice. Although this project focuses on social isolation in older adults, knowledge developed through this project can be applied to other age groups and other domains in mental health and healthcare.The aim is to develop a technology platform and tools to facilitate re-engagement of community members at high risk for social isolation. It will enable the delivery of tailored interventions to connect community members with peers and caregivers in the community at the individual level, as well as interventions to plan and coordinate services at the community level. The potential of this work will be demonstrated with two distinctly different communities of older adults at high risk for social isolation, one in the U.S. and one in Japan. This proposal addresses the following technical challenges: (1) Identification of new sensing modalities to complement sensors already used in the field. (2) Develop techniques and algorithms to analyze collected state information to predict with sufficient likelihood the onset of a problem early enough for caregivers to react to the problem. (3) Personalization of the proposed interventions, i.e., adapting interventions to a specific individual at runtime, with a focus on decision-making at the community level. (4) Develop a platform to integrate sensors with data storage and the analysis engine ensuring security of the system and protecting privacy of the individuals.This project is a joint collaboration between the National Science Foundation and the Japan Science and Technology Agency.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(10)
专著(0)
科研奖励(0)
会议论文
Using digital phenotyping to understand health-related outcomes: A scoping review
使用数字表型分析来了解健康相关结果:范围界定审查
DOI: 10.1016/j.ijmedinf.2023.105061
发表时间: 2023
期刊: International Journal of Medical Informatics
影响因子: 4.9
作者: [Lee, Kyungmi, Lee, Tim Cheongho, Yefimova, Maria, Kumar, Sidharth, Puga, Frank, Azuero, Andres, Kamal, Arif, Bakitas, Marie A., Wright, Alexi A., Demiris, George]
通讯作者: Demiris, George
Interpretable Detection of Distribution Shifts in Learning Enabled Cyber-Physical Systems
对支持学习的网络物理系统中分布变化的可解释检测
DOI: 10.1109/iccps54341.2022.00027
发表时间: 2022
期刊: ACMIEEE International Conference on CyberPhysical Systems
影响因子: --
作者: [Yang, Yahan, Kaur, Ramneet, Dutta, Suradeep, Lee, Insup]
通讯作者: Lee, Insup
PAC-Wrap: Semi-Supervised PAC Anomaly Detection
PAC-Wrap:半监督 PAC 异常检测
DOI: --
发表时间: 2022
期刊: KDD
影响因子: --
作者: [Ji, X., Li, S., Dobriban, E., Sokolsky, O., Lee I.]
通讯作者: Lee I.
iCareLoop: Closed-Loop Sensing and Intervention for Gerontological Social Isolation and Loneliness
iCareLoop:针对老年社会孤立和孤独感的闭环感知和干预
DOI: 10.1145/3576841.3589632
发表时间: 2023
期刊: ACM
影响因子: --
作者: [Ji, Xiayan, Yuh, Ahhyun, Choi, Hyonyoung, Watson, Amanda, Kendell, Claire, Li, Xian, Weimer, James, Nagahara, Hajime, Higashino, Teruo, Mizumoto, Teruhiro]
通讯作者: Mizumoto, Teruhiro
7
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      2143274
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      $69.2万
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      2022
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      2019
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      1505799
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      2015
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      Insup Lee
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    CPS: Synergy: Collaborative Research: Trustworthy Composition of Dynamic App-Centric Architectures for Medical Application Platforms
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      1239324
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      Standard Grant
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      $12.0万
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      2012
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      Insup Lee
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