Detecting social contexts from mobile sensing indicators in virtual interactions with socially anxious individuals

Z Wang, MA Larrazabal, M Rucker, ER Toner… - Proceedings of the …, 2023 - dl.acm.org
Mobile sensing is a ubiquitous and useful tool to make inferences about individuals' mental
health based on physiology and behavior patterns. Along with sensing features directly …

Understanding behavioral dynamics of social anxiety among college students through smartphone sensors

J Gong, Y Huang, PI Chow, K Fua, MS Gerber… - Information …, 2019 - Elsevier
The way people use smartphones provides a window into the relationship between
behaviors and mental health. This relationship is of particular significance to individuals with …

Predicting subjective measures of social anxiety from sparsely collected mobile sensor data

H Rashid, S Mendu, KE Daniel, ML Beltzer… - Proceedings of the …, 2020 - dl.acm.org
Exploiting the capabilities of smartphones for monitoring social anxiety shows promise for
advancing our ability to both identify indicators of and treat social anxiety in natural settings …

Wearable sensor-based multimodal physiological responses of socially anxious individuals across social contexts

ER Toner, M Rucker, Z Wang, MA Larrazabal… - arXiv preprint arXiv …, 2023 - arxiv.org
Correctly identifying an individual's social context from passively worn sensors holds
promise for delivering just-in-time adaptive interventions (JITAIs) to treat social anxiety …

Discovery of behavioral markers of social anxiety from smartphone sensor data

Y Huang, J Gong, M Rucker, P Chow, K Fua… - Proceedings of the 1st …, 2017 - dl.acm.org
Better understanding of an individual's smartphone use can help researchers to understand
the relationship between behaviors and mental health, and ultimately improve methods for …

Monitoring social anxiety from mobility and communication patterns

M Boukhechba, Y Huang, P Chow, K Fua… - Proceedings of the …, 2017 - dl.acm.org
Mental health problems are a leading cause of disease burden and disability worldwide.
The use of mobile and wireless technologies to support the achievement of health objectives …

Assessing social anxiety using GPS trajectories and point-of-interest data

Y Huang, H Xiong, K Leach, Y Zhang, P Chow… - Proceedings of the …, 2016 - dl.acm.org
Mental health problems are highly prevalent and appear to be increasing in frequency and
severity among the college student population. The upsurge in mobile and wearable …

19 Naturalistic Assessment of Situations Using Mobile Sensing Methods

GM Harari, SR Müller, SD Gosling - The Oxford handbook of …, 2020 - books.google.com
The assessment of psychological situations in everyday life presents a number of
methodological challenges, largely stemming from the need to assess situations as they …

Tackling mental health by integrating unobtrusive multimodal sensing

D Zhou, J Luo, V Silenzio, Y Zhou, J Hu… - Proceedings of the …, 2015 - ojs.aaai.org
Mental illness is becoming a major plague in modern societies and poses challenges to the
capacity of current public health systems worldwide. With the widespread adoption of social …

Understanding behaviours in context using mobile sensing

GM Harari, SD Gosling - Nature Reviews Psychology, 2023 - nature.com
Mobile sensing refers to the collection of methods by which researchers derive measures of
human behaviours and contexts from the onboard sensors and logs found in smartphones …