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Community-Driven Models for Research on Social Platforms

2024-11-11 | Conference paper
DOI: 10.1145/3678884.3687141
Contributors: Sanjay Kairam; Michael S. Bernstein; Amy S. Bruckman; Stevie Chancellor; Eshwar Chandrasekharan; Munmun De Choudhury; Casey Fiesler; Hanlin Li; Nicholas Proferes; Manoel Horta Ribeiro et al.
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A Cross Community Comparison of Muting in Conversations of Gendered Violence on Reddit

Proceedings of the ACM on Human-Computer Interaction
2024-11-07 | Journal article
DOI: 10.1145/3686940
Contributors: Jasmine C Foriest; Shravika Mittal; Kirsten Bray; Anh-Ton Tran; Munmun De Choudhury
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News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis

JMIR Mental Health
2024-07-03 | Journal article
DOI: 10.2196/49879
Contributors: Jasmine C Foriest; Shravika Mittal; Eugenia Kim; Andrea Carmichael; Natalie Lennon; Steven A Sumner; Munmun De Choudhury
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Leveraging Social Media to Predict COVID-19–Induced Disruptions to Mental Well-Being Among University Students: Modeling Study

JMIR Formative Research
2024-06-25 | Journal article
DOI: 10.2196/52316
Contributors: Vedant Das Swain; Jingjing Ye; Siva Karthik Ramesh; Abhirup Mondal; Gregory D Abowd; Munmun De Choudhury
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Using Voice Data to Facilitate Depression Risk Assessment in Primary Health Care

2024-05-21 | Conference paper
DOI: 10.1145/3630744.3658408
Contributors: Abhay Goyal; Roger Ho Chun Man; Roy Ka-Wei Lee; Koustuv Saha; Frederick L. Altice; Christian Poellabauer; Orestis Papakyriakopoulos; Lam Yin Cheung; Munmun De Choudhury; Kanica Allagh et al.
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Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries

2024-05-13 | Conference paper
DOI: 10.1145/3589334.3645643
Contributors: Yiqiao Jin; Mohit Chandra; Gaurav Verma; Yibo Hu; Munmun De Choudhury; Srijan Kumar
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"I'm gonna KMS": From Imminent Risk to Youth Joking about Suicide and Self-Harm via Social Media

2024-05-11 | Conference paper
DOI: 10.1145/3613904.3642489
Contributors: Naima Samreen Ali; Sarvech Qadir; Ashwaq Alsoubai; Munmun De Choudhury; Afsaneh Razi; Pamela J. Wisniewski
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Observer Effect in Social Media Use

2024-05-11 | Conference paper
DOI: 10.1145/3613904.3642078
Contributors: Koustuv Saha; Pranshu Gupta; Gloria Mark; Emre Kiciman; Munmun De Choudhury
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Patient Perspectives on AI-Driven Predictions of Schizophrenia Relapses: Understanding Concerns and Opportunities for Self-Care and Treatment

2024-05-11 | Conference paper
DOI: 10.1145/3613904.3642369
Contributors: Dong Whi Yoo; Hayoung Woo; Viet Cuong Nguyen; Michael L. Birnbaum; Kaylee Payne Kruzan; Jennifer G Kim; Gregory D. Abowd; Munmun De Choudhury
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Quantifying the Pollan Effect: Investigating the Impact of Emerging Psychiatric Interventions on Online Mental Health Discourse

2024-05-11 | Conference paper
DOI: 10.1145/3613904.3642477
Contributors: Sachin R Pendse; Neha Kumar; Munmun De Choudhury
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Sensible and Sensitive AI for Worker Wellbeing: Factors that Inform Adoption and Resistance for Information Workers

2024-05-11 | Conference paper
DOI: 10.1145/3613904.3642716
Contributors: Vedant Das Swain; Lan Gao; Abhirup Mondal; Gregory D. Abowd; Munmun De Choudhury
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Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach

JMIR Formative Research
2024-05-07 | Journal article
DOI: 10.2196/54433
Contributors: Yunhao Yuan; Erin Kasson; Jordan Taylor; Patricia Cavazos-Rehg; Munmun De Choudhury; Talayeh Aledavood
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Missed Opportunities for Human-Centered AI Research: Understanding Stakeholder Collaboration in Mental Health AI Research

Proceedings of the ACM on Human-Computer Interaction
2024-04-17 | Journal article
DOI: 10.1145/3637372
Contributors: Dong Whi Yoo; Hayoung Woo; Sachin R. Pendse; Nathaniel Young Lu; Michael L. Birnbaum; Gregory D. Abowd; Munmun De Choudhury
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PACMHCI V8, CSCW1, April 2024 Editorial

Proceedings of the ACM on Human-Computer Interaction
2024-04-17 | Journal article
DOI: 10.1145/3637287
Contributors: Munmun De Choudhury; Xianghua Ding; Shion Guha; Aparecido Fabiano Pinatti de Carvalho; Daniel Cardoso Llach; Maryam Mustafa; Daniele Quercia; Marisol Wong-Villacres
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Profiling the Offline and Online Risk Experiences of Youth to Develop Targeted Interventions for Online Safety

Proceedings of the ACM on Human-Computer Interaction
2024-04-17 | Journal article
DOI: 10.1145/3637391
Contributors: Ashwaq Alsoubai; Afsaneh Razi; Zainab Agha; Shiza Ali; Gianluca Stringhini; Munmun De Choudhury; Pamela J. Wisniewski
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Toward Trauma-Informed Research Practices with Youth in HCI: Caring for Participants and Research Assistants When Studying Sensitive Topics

Proceedings of the ACM on Human-Computer Interaction
2024-04-17 | Journal article
DOI: 10.1145/3637411
Contributors: Afsaneh Razi; John S. Seberger; Ashwaq Alsoubai; Nurun Naher; Munmun De Choudhury; Pamela J. Wisniewski
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Social network structure as a suicide prevention target

Social Psychiatry and Psychiatric Epidemiology
2024-03 | Journal article
DOI: 10.1007/s00127-023-02521-0
Contributors: Ian Cero; Munmun De Choudhury; Peter A. Wyman
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Identification of Myths and Misinformation About Treatment for Opioid Use Disorder on Social Media: Infodemiology Study

JMIR Formative Research
2024-02-23 | Journal article
DOI: 10.2196/44726
Contributors: Mai ElSherief; Steven Sumner; Vikram Krishnasamy; Christopher Jones; Royal Law; Akadia Kacha-Ochana; Lyna Schieber; Munmun De Choudhury
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Observer Effect in Social Media Use

2024-02-12 | Preprint
DOI: 10.21203/rs.3.rs-2492994/v3
Contributors: Koustuv Saha; Pranshu Gupta; Gloria Mark; Emre Kıcıman; Munmun De Choudhury
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Observer Effect in Social Media Use

2024-02-07 | Preprint
DOI: 10.21203/rs.3.rs-2492994/v2
Contributors: Koustuv Saha; Pranshu Gupta; Gloria Mark; Emre Kıcıman; Munmun De Choudhury
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Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach (Preprint)

2023-11-09 | Preprint
DOI: 10.2196/preprints.54433
Contributors: Yunhao Yuan; Erin Kasson; Jordan Taylor; Patricia Cavazos-Rehg; Munmun De Choudhury; Talayeh Aledavood
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Crossref

Getting Data for CSCW Research

2023-10-14 | Conference paper
DOI: 10.1145/3584931.3608440
Contributors: Shagun Jhaver; Kiran Garimella; Munmun De Choudhury; Christo Wilson; Aditya Vashistha; Tanushree Mitra
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Marginalization and the Construction of Mental Illness Narratives Online: Foregrounding Institutions in Technology-Mediated Care

Proceedings of the ACM on Human-Computer Interaction
2023-09-28 | Journal article
DOI: 10.1145/3610195
Contributors: Sachin R. Pendse; Neha Kumar; Munmun De Choudhury
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PACMHCI V7, CSCW2, October 2023 Editorial

Proceedings of the ACM on Human-Computer Interaction
2023-09-28 | Journal article
DOI: 10.1145/3609976
Contributors: Munmun De Choudhury; Xianghua Ding; Shion Guha; Aparecido Fabiano Pinatti de Carvalho
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News Media Framing of Suicide Circumstances and Gender: Mixed Methods Analysis (Preprint)

2023-09-19 | Preprint
DOI: 10.2196/preprints.49879
Contributors: Jasmine C Foriest; Shravika Mittal; Eugenia Kim; Andrea Carmichael; Natalie Lennon; Steven A Sumner; Munmun De Choudhury
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Crossref

Leveraging Social Media to Predict COVID-19–Induced Disruptions to Mental Well-Being Among University Students: Modeling Study (Preprint)

2023-08-30 | Preprint
DOI: 10.2196/preprints.52316
Contributors: Vedant Das Swain; Jingjing Ye; Siva Karthik Ramesh; Abhirup Mondal; Gregory D Abowd; Munmun De Choudhury
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A Systematic Review of Ethics Disclosures in Predictive Mental Health Research

2023-06-12 | Conference paper
DOI: 10.1145/3593013.3594082
Contributors: Leah Hope Ajmani; Stevie Chancellor; Bijal Mehta; Casey Fiesler; Michael Zimmer; Munmun De Choudhury
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What Makes Some Workplaces More Favorable to Remote Work? Unpacking Employee Experiences During COVID-19 Via Glassdoor

2023-04-30 | Conference paper
DOI: 10.1145/3578503.3583602
Contributors: Mohit Chandra; Munmun De Choudhury
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Algorithmic Power or Punishment: Information Worker Perspectives on Passive Sensing Enabled AI Phenotyping of Performance and Wellbeing

2023-04-19 | Conference paper
DOI: 10.1145/3544548.3581376
Contributors: Vedant Das Swain; Lan Gao; William A Wood; Srikruthi C Matli; Gregory D. Abowd; Munmun De Choudhury
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Moral Framing of Mental Health Discourse and Its Relationship to Stigma: A Comparison of Social Media and News

2023-04-19 | Conference paper
DOI: 10.1145/3544548.3580834
Contributors: Shravika Mittal; Munmun De Choudhury
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Synthetic Lies: Understanding AI-Generated Misinformation and Evaluating Algorithmic and Human Solutions

2023-04-19 | Conference paper
DOI: 10.1145/3544548.3581318
Contributors: Jiawei Zhou; Yixuan Zhang; Qianni Luo; Andrea G Parker; Munmun De Choudhury
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Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI

Proceedings of the ACM on Human-Computer Interaction
2023-04-14 | Journal article
DOI: 10.1145/3579467
Contributors: Upol Ehsan; Koustuv Saha; Munmun De Choudhury; Mark O. Riedl
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Discussing Social Media During Psychotherapy Consultations: Patient Narratives and Privacy Implications

Proceedings of the ACM on Human-Computer Interaction
2023-04-14 | Journal article
DOI: 10.1145/3579479
Contributors: Dong Whi Yoo; Aditi Bhatnagar; Sindhu Kiranmai Ernala; Asra Ali; Michael L. Birnbaum; Gregory D. Abowd; Munmun De Choudhury
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Getting Meta: A Multimodal Approach for Detecting Unsafe Conversations within Instagram Direct Messages of Youth

Proceedings of the ACM on Human-Computer Interaction
2023-04-14 | Journal article
DOI: 10.1145/3579608
Contributors: Shiza Ali; Afsaneh Razi; Seunghyun Kim; Ashwaq Alsoubai; Chen Ling; Munmun De Choudhury; Pamela J. Wisniewski; Gianluca Stringhini
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PACMHCI V7, CSCW1, April 2023 Editorial

Proceedings of the ACM on Human-Computer Interaction
2023-04-14 | Journal article
DOI: 10.1145/3579454
Contributors: Munmun De Choudhury; Xianghua Ding; Shion Guha; Aparecido Fabiano Pinatti de Carvalho; Hideaki Kuzuoka; Katharina Reinecke; Hao-Chuan Wang; Naomi Yamashita
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Sliding into My DMs: Detecting Uncomfortable or Unsafe Sexual Risk Experiences within Instagram Direct Messages Grounded in the Perspective of Youth

Proceedings of the ACM on Human-Computer Interaction
2023-04-14 | Journal article
DOI: 10.1145/3579522
Contributors: Afsaneh Razi; Ashwaq Alsoubai; Seunghyun Kim; Shiza Ali; Gianluca Stringhini; Munmun De Choudhury; Pamela J. Wisniewski
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Supporters First: Understanding Online Social Support on Mental Health from a Supporter Perspective

Proceedings of the ACM on Human-Computer Interaction
2023-04-14 | Journal article
DOI: 10.1145/3579525
Contributors: Meeyun Kim; Koustuv Saha; Munmun De Choudhury; Daejin Choi
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Leveraging Symptom Search Data to Understand Disparities in US Mental Health Care: Demographic Analysis of Search Engine Trace Data

JMIR Mental Health
2023-01-30 | Journal article
DOI: 10.2196/43253
Contributors: Ben Rochford; Sachin Pendse; Neha Kumar; Munmun De Choudhury
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Observer Effect in Social Media Use

2023-01-19 | Preprint
DOI: 10.21203/rs.3.rs-2492994/v1
Contributors: Koustuv Saha; Pranshu Gupta; Gloria Mark; Emre Kıcıman; Munmun De Choudhury
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Crossref

Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study

JMIR Mental Health
2022-12-30 | Journal article
DOI: 10.2196/39747
Contributors: Viet Cuong Nguyen; Nathaniel Lu; John M Kane; Michael L Birnbaum; Munmun De Choudhury
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Identification of Myths and Misinformation About Treatment for Opioid Use Disorder on Social Media: Infodemiology Study (Preprint)

2022-12-01 | Preprint
DOI: 10.2196/preprints.44726
Contributors: Mai ElSherief; Steven Sumner; Vikram Krishnasamy; Christopher Jones; Royal Law; Akadia Kacha-Ochana; Lyna Schieber; Munmun De Choudhury
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Information-Seeking, Finding Identity: Exploring the Role of Online Health Information in Illness Experience

2022-11-08 | Conference paper
DOI: 10.1145/3500868.3560483
Contributors: Dilisha Patel; Sachin Pendse; Munmun De Choudhury; Sarah Dsane; Kaylee Payne Kruzan; Neha Kumar; Aneesha Singh; Mark Warner
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MOSafely, Is that Sus? A Youth-Centric Online Risk Assessment Dashboard

2022-11-08 | Conference paper
DOI: 10.1145/3500868.3559710
Contributors: Ashwaq Alsoubai; Xavier V. Caddle; Ryan Doherty; Alexandra Taylor Koehler; Estefania Sanchez; Munmun De Choudhury; Pamela J. Wisniewski
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Leveraging Symptom Search Data to Understand Disparities in U.S. Mental Health Care: Demographic Analysis of Search Engine Trace Data (Preprint)

2022-10-06 | Preprint
DOI: 10.2196/preprints.43253
Contributors: Ben Rochford; Sachin Pendse; Neha Kumar; Munmun De Choudhury
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Crossref

Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: A Comparison Study (Preprint)

2022-05-31 | Preprint
DOI: 10.2196/preprints.39747
Contributors: Viet Cuong Nguyen; Nathaniel Lu; John M Kane; Michael L Birnbaum; Munmun De Choudhury
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Characterizing and Identifying the Prevalence of Web-Based Misinformation Relating to Medication for Opioid Use Disorder: Machine Learning Approach

Journal of Medical Internet Research
2021-12-22 | Journal article
DOI: 10.2196/30753
Contributors: Mai ElSherief; Steven A Sumner; Christopher M Jones; Royal K Law; Akadia Kacha-Ochana; Lyna Shieber; LeShaundra Cordier; Kelly Holton; Munmun De Choudhury
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Impacts of school shooter drills on the psychological well-being of American K-12 school communities: a social media study

Humanities and Social Sciences Communications
2021-12-08 | Journal article
DOI: 10.1057/s41599-021-00993-6
Contributors: Mai ElSherief; Koustuv Saha; Pranshu Gupta; Shrija Mishra; Jordyn Seybolt; Jiajia Xie; Megan O’Toole; Sarah Burd-Sharps; Munmun De Choudhury
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Clinician Perspectives on Using Computational Mental Health Insights From Patients’ Social Media Activities: Design and Qualitative Evaluation of a Prototype

JMIR Mental Health
2021-11-16 | Journal article
DOI: 10.2196/25455
Contributors: Dong Whi Yoo; Sindhu Kiranmai Ernala; Bahador Saket; Domino Weir; Elizabeth Arenare; Asra F Ali; Anna R Van Meter; Michael L Birnbaum; Gregory D Abowd; Munmun De Choudhury
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Predicting Participant Compliance With Fitness Tracker Wearing and Ecological Momentary Assessment Protocols in Information Workers: Observational Study

JMIR mHealth and uHealth
2021-11-12 | Journal article
DOI: 10.2196/22218
Contributors: Gonzalo J Martinez; Stephen M Mattingly; Pablo Robles-Granda; Koustuv Saha; Anusha Sirigiri; Jessica Young; Nitesh Chawla; Munmun De Choudhury; Sidney D'Mello; Gloria Mark et al.
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Suicide Risk and Protective Factors in Online Support Forum Posts: Annotation Scheme Development and Validation Study

JMIR Mental Health
2021-11-08 | Journal article
DOI: 10.2196/24471
Contributors: Stevie Chancellor; Steven A Sumner; Corinne David-Ferdon; Tahirah Ahmad; Munmun De Choudhury
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