Publications and Talks.

Dissertation.

Human-Centered and Computational Understanding for the Design and Adaptation of Mental Health and Well-being Interventions

J. Suh

University of Washington Doctoral Dissertation UW Archive

Workplace Wellbeing.

Design of Digital Workplace Stress‑Reduction Intervention Systems: Effects of Intervention Type and Timing

E. Howe, J. Suh, M. Bin Morshed, D. McDuff, K. Rowan, J. Hernandez, M. Ihab Abdin, G. Ramos, T. Tran, and M. Czerwinski.

CHI 2022 PDF DOI

AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations

P. Murali, J. Hernandez, D. McDuff, K. Rowan, J. Suh, and M. Czerwinski

CHI 2021 PDF DOI

MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings

S. Samrose, D. McDuff, R. Sim, J. Suh, K. Rowan, J. Hernandez, S. Rintel, K. Moynihan, and M. Czerwinski

CHI 2021 PDF DOI

Remote Work and Well-being

S. Iqbal, J. Suh, M. Czerwinski, G. Mark, and J. Teevan

The New Future of Work Symposium 2020 PDF

Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work

T. Grover, K. Rowan, J. Suh, D. McDuff, and M. Czerwinski

IUI 2020 PDF DOI

Collaborative Care.

Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care

J. Suh, S. Williams, J. R. Fann, J. Fogarty, G. Hsieh, and A. M. Bauer

CSCW 2020 PDF DOI Talk

Human-Centered Methods to Inform the Design of InformationTechnologies for Team-Based Depression Care

J. Suh, S. Williams, J. R. Fann, J. Fogarty, G. Hsieh, and A. M. Bauer,

AMIA Clinical Informatics Conference 2020 PDF Slides

Human Needs.

Disparate impacts on online information access during the Covid-19 pandemic

J. Suh, E. Horvitz, R. W. White, and T. Althoff

Nature Communications 2022 PDF DOI

Population-Scale Study of Human Needs and Disparities during the COVID-19 Pandemic

J. Suh, E. Horvitz, R. W. White, and T. Althoff

WWW Web of Health 2021 Talk

Population-Scale Study of Human Needs during the COVID-19 Pandemic: Analysis and Implications

J. Suh, E. Horvitz, R. W. White, and T. Althoff

WSDM 2021 PDF DOI Extended

Mental Health.

Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions

J. Schroeder, J. Suh, C. Wilks, M. Czerwinski, S. A. Munson, J. Fogarty, and T. Althoff

Pervasive Health 2020 PDF DOI Talk

Machine Teaching.

ForSense: Accelerating Online Research through Sensemaking Integration and Machine Research Support

N. Rachatasumrit, G. Ramos, J. Suh, R. Ng, and C. Meek,

IUI 2021 PDF DOI

Interactive Machine Teaching: A Human-Centered Approach to Building Machine-Learned Models

G. Ramos, C. Meek, P. Simard, J. Suh, and S. Ghorashi

Human-Computer Interaction PDF DOI

Understanding and Supporting Knowledge Decomposition for Machine Teaching

F. Ng, J. Suh, and G. Ramos

DIS 2020 PDF DOI

Anchorviz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning

J. Suh, S. Ghorashi, G. Ramos, N.-C. Chen, S. Drucker, J. Verwey, and P. Simard

TiiS 2019 PDF DOI Talk

Responsible AI.

Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications

J. Hernandez, J. Lovejoy, D. McDuff, J. Suh, T. O’Brien, A. Sethumadhavan, G. Greene, R. Picard, and M. Czerwinski

ACII 2021 PDF

Responsible AI to Support Mental Health in Black Communities

AI for Accessibility & workshop organizers and participants

AI4A Workshop 2021 PDF

Guidelines for Human-AI Interaction

S. Amershi, D. Weld, M. Vorvoreanu, A. Fourney, B. Nushi, P. Collisson, J. Suh, S. Iqbal, P. Bennett, K. Inkpen, J. Teevan, R. Kikin-Gil, and E. Horvitz

CHI 2019 PDF DOI