Xiaoshan Huang 黃小珊
Xiaoshan Huang 黃小珊
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LLM use for mental health: Crowdsourcing users’ sentiment-based perspectives and values from social discussions
This research investigates the growing role of Large Language Model (LLM) chatbots in mental health support by analyzing large-scale user data from six social media platforms. Using a Value-Sensitive Design (VSD) framework, the study examines how users with different mental health conditions perceive and interact with these AI tools.
Xiaoshan Huang
,
Linyao Li*
,
Renkai Ma*
,
Ben Zefeng Zhang
,
Haolun Wu
,
Fan Zhang
,
Chen Chen
2026
In
WWW 2026
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Linking facial recognition of emotions and socially shared regulation in medical simulation
Using transmodal analysis on facial recognition and team dialogues, the study examined and compared the co-occurrences of emotion and socially-shared regulatory interactions of expert and novice medical teams.
Xiaoshan Huang
,
Tianlong Zhong
,
Haolun Wu
,
Yeyu Wang
,
Ethan Churchill
,
Steve (Xue) Liu
,
David Williamson Shaffer
2025
In
CSCW 2025
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Exploring teachers’ emotional experience in a TPACK development task
The nBrowser system is designed to support student teachers to regulate their learning while navigating the web and designing a lesson plan that implements technologies into the classroom. Through evaluating teachers' think-aloud protocols while using the computer-based learning environment, we identified emotions and self-regulated learning strategies as core elements in influencing teachers' instructional design performance.
Xiaoshan Huang
,
Lingyun Huang
,
Susanne P. Lajoie
2022
In
ETRD 2022
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