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    Assessing Individual Route-Level Distress from Collective Distress by Applying Multitask Learning to Promote Older Adults’ Daily Walking 

    Source: Journal of Management in Engineering:;2025:;Volume ( 041 ):;issue: 006:;page 04025046-1
    Author(s): Sohn, John Jiu; Lee, Gaang; Kim, Jinwoo; Ahn, Changbum Ryan; Lee, SangHyun
    Publisher: American Society of Civil Engineers
    Abstract: AbstractOlder adults’ walking is significantly limited by the distress they experience from environmental stressors in the current pedestrian infrastructure. To alleviate their stressful experience, a routing system that ...
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    Physical, Cognitive, and Emotional Responses and Their Interrelated Effects on Human–Robot Team Performance in Construction 

    Source: Journal of Construction Engineering and Management:;2026:;Volume ( 152 ):;issue: 001:;page 04025224-1
    Author(s): Baek, Francis; Sohn, John; Bae, Juhyeon; Kim, Daeho; Lee, SangHyun
    Publisher: American Society of Civil Engineers
    Abstract: AbstractAlthough human–robot collaboration (HRC) is anticipated to improve construction productivity, the physical, cognitive, and emotional responses of collaborating human workers (i.e., coworkers) can be crucial ...
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    The Role of a Wearable Electrodermal Activity Sensor in Assessing Individual Fall Risk 

    Source: Journal of Computing in Civil Engineering:;2026:;Volume ( 040 ):;issue: 003:;page 04026028-1
    Author(s): Sohn, John J.; Lee, Hoonyong; Lee, Gaang; Jacobs, Jesse V.; Lee, SangHyun
    Publisher: American Society of Civil Engineers
    Abstract: AbstractFalls are a critical health and safety issue, causing over 46,000 deaths, 8.5 million injuries, and $190 billion in costs annually in the United States. To effectively prevent falls, assessing fall risk ...
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