Jina Suh

Chercheur principal

Papiers de Collaboration

Afficher par:

- AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
  
  V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
  
  CHI 2025 | April 2025
  
  Publication
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
  Publication
- Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
  
  Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
  
  JMIR mental health | September 2024, Vol 11: pp. e48974
  
  DOI Publication Preprint
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- Rethinking technology innovation for mental health: framework for multi-sectoral collaboration
  
  Jina Suh, Sachin R. Pendse, Robert Lewis, Esther Howe, Koustuv Saha, Ebele Okoli, Judith Amores, Gonzalo Ramos, Jenny Shen, Judith Borghouts, Ashish Sharma, Paola Pedrelli, Liz Friedman, Charmain Jackman, Yusra Benhalim, Desmond C. Ong, Sameer Segal, Tim Althoff, Mary Czerwinski
  
  Nature Mental Health | May 2024
  
  DOI PDF
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Towards Inclusive Futures for Worker Wellbeing
  
  Sachin R. Pendse, Talie Massachi, Jalehsadat Mahdavimoghaddam, Jenna Butler, Jina Suh, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
  
  Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  January 2024
  
  Preprint
- Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology
  
  Kenji Phang, Siddharth Saarathi Pradhan, Chino Ikwuegbu, Gonzalo Ramos, Denae Ford, Ebele Okoli, Salman Muin Kayser Chishti, Jina Suh
  
  January 2024
  
  Preprint
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication
- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Projet
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Projet
- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication
- Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
  
  Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication Projet
- Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  CHI | April 2023
  
  Publication Projet
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders
  
  Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Liao, Alexandra Olteanu, J. Suh, Koustuv Saha, Alexandra Olteanu, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | March 2023, Vol 7: pp. 1-33
  
  DOI Publication PDF
- Disparate Impacts on Online Information Access during the COVID-19 Pandemic
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  Nature Communications | November 2022, Vol 13
  
  Publication Projet
- Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
  
  Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
  
  Publication Projet Projet
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Projet Projet
- Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
  
  Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
  
  Publication Vidéo
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
  
  Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  PDF Projet
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Projet Projet Projet Projet
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Projet
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Projet
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Projet
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Projet
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Projet
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Projet
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Projet
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
  
  Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
  
  ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
  
  Publication DOI
- Guidelines for Human-AI Interaction
  
  Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
  
  CHI 2019 | May 2019
  
  CHI 2019 Honorable Mention Award
  
  PDF Vidéo Projet Projet
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
  
  Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
  
  IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
  
  ISBN: 978-1-4503-4945-1
  
  Publication Publication
- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication Projet
- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  Publication Vidéo Projet
- The Value of Semantic Parse Labeling for Knowledge Base Question Answering
  
  Scott Wen-tau Yih, Matthew Richardson, Chris Meek, Ming-Wei Chang, Jina Suh
  
  Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
  
  Publication Publication Télécharger Télécharger
- Interactive Semantic Featuring for Text Classification
  
  Patrice Simard, Max Chickering, Jina Suh
  
  Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016) | June 2016
  
  Publication
- The Label Complexity of Mixed-Initiative Classiï¬er Training
  
  Jina Suh, Xiaojin Zhu, Saleema Amershi
  
  Proceedings of the 33rd International Conference on Machine Learning | June 2016
  
  Publication Publication Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Projet Projet

- AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
  
  V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
  
  CHI 2025 | April 2025
  
  Publication
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
  
  Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  January 2024
  
  Preprint
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication
- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Projet
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Projet
- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
  
  Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
  
  Publication Projet Projet
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Projet Projet
- Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
  
  Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
  
  Publication Vidéo
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Projet
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
  
  Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
  
  ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
  
  Publication DOI
- Guidelines for Human-AI Interaction
  
  Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
  
  CHI 2019 | May 2019
  
  CHI 2019 Honorable Mention Award
  
  PDF Vidéo Projet Projet
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
  
  Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
  
  IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
  
  ISBN: 978-1-4503-4945-1
  
  Publication Publication
- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication Projet
- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  Publication Vidéo Projet
- The Value of Semantic Parse Labeling for Knowledge Base Question Answering
  
  Scott Wen-tau Yih, Matthew Richardson, Chris Meek, Ming-Wei Chang, Jina Suh
  
  Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
  
  Publication Publication Télécharger Télécharger
- Interactive Semantic Featuring for Text Classification
  
  Patrice Simard, Max Chickering, Jina Suh
  
  Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016) | June 2016
  
  Publication
- The Label Complexity of Mixed-Initiative Classiï¬er Training
  
  Jina Suh, Xiaojin Zhu, Saleema Amershi
  
  Proceedings of the 33rd International Conference on Machine Learning | June 2016
  
  Publication Publication Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Projet Projet
- AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
  
  V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
  
  CHI 2025 | April 2025
  
  Publication
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
  Publication
- Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
  
  Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
  
  JMIR mental health | September 2024, Vol 11: pp. e48974
  
  DOI Publication Preprint
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- Rethinking technology innovation for mental health: framework for multi-sectoral collaboration
  
  Jina Suh, Sachin R. Pendse, Robert Lewis, Esther Howe, Koustuv Saha, Ebele Okoli, Judith Amores, Gonzalo Ramos, Jenny Shen, Judith Borghouts, Ashish Sharma, Paola Pedrelli, Liz Friedman, Charmain Jackman, Yusra Benhalim, Desmond C. Ong, Sameer Segal, Tim Althoff, Mary Czerwinski
  
  Nature Mental Health | May 2024
  
  DOI PDF
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Towards Inclusive Futures for Worker Wellbeing
  
  Sachin R. Pendse, Talie Massachi, Jalehsadat Mahdavimoghaddam, Jenna Butler, Jina Suh, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology
  
  Kenji Phang, Siddharth Saarathi Pradhan, Chino Ikwuegbu, Gonzalo Ramos, Denae Ford, Ebele Okoli, Salman Muin Kayser Chishti, Jina Suh
  
  January 2024
  
  Preprint
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication
- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Projet
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Projet
- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication
- Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  CHI | April 2023
  
  Publication Projet
- Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
  
  Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication Projet
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders
  
  Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Liao, Alexandra Olteanu, J. Suh, Koustuv Saha, Alexandra Olteanu, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | March 2023, Vol 7: pp. 1-33
  
  DOI Publication PDF
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Projet Projet
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Projet Projet Projet Projet
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
  
  Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  PDF Projet
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Projet
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Projet
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Projet
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Projet
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Projet
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Projet
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Projet
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
  
  Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
  
  ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
  
  Publication DOI
- Guidelines for Human-AI Interaction
  
  Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
  
  CHI 2019 | May 2019
  
  CHI 2019 Honorable Mention Award
  
  PDF Vidéo Projet Projet
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
  
  Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
  
  IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
  
  ISBN: 978-1-4503-4945-1
  
  Publication Publication
- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication Projet
- The Label Complexity of Mixed-Initiative Classiï¬er Training
  
  Jina Suh, Xiaojin Zhu, Saleema Amershi
  
  Proceedings of the 33rd International Conference on Machine Learning | June 2016
  
  Publication Publication Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Projet Projet
- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
  Publication
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
  
  Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
  
  IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
  
  ISBN: 978-1-4503-4945-1
  
  Publication Publication
- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  Publication Vidéo Projet
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Projet
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Projet Projet
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Projet Projet Projet Projet
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Projet
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Disparate Impacts on Online Information Access during the COVID-19 Pandemic
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  Nature Communications | November 2022, Vol 13
  
  Publication Projet
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Projet
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Projet
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Projet
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Projet
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Projet
- The Value of Semantic Parse Labeling for Knowledge Base Question Answering
  
  Scott Wen-tau Yih, Matthew Richardson, Chris Meek, Ming-Wei Chang, Jina Suh
  
  Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
  
  Publication Publication Télécharger Télécharger

- AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker
  
  V. D. Swain, Qiuyue, Jash R. Parekh, Yechan Jeon, Roy Zimmerman, Mary Czerwinski, Jina Suh, Varun Mishra, Koustuv Saha, Javier Hernandez
  
  CHI 2025 | April 2025
  
  Publication
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Projet
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Projet
- Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  CHI | April 2023
  
  Publication Projet
- Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
  
  Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication Projet
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
  
  Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
  
  Publication Projet Projet
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Projet Projet
- Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
  
  Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
  
  Publication Vidéo
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Projet Projet Projet Projet
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
  
  Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  PDF Projet
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Projet
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Projet
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Projet
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Projet
- Guidelines for Human-AI Interaction
  
  Saleema Amershi, Dan Weld, Mihaela Vorvoreanu, Adam Fourney, Besmira Nushi, Penny Collisson, Jina Suh, Shamsi Iqbal, Paul Bennett, Kori Inkpen, Jaime Teevan, Ruth Kikin-Gil, Eric Horvitz
  
  CHI 2019 | May 2019
  
  CHI 2019 Honorable Mention Award
  
  PDF Vidéo Projet Projet
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- AnchorViz: Facilitating Classifier Error Discovery through Interactive Semantic Data Exploration
  
  Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice Simard
  
  IUI '18 23rd International Conference on Intelligent User Interfaces | March 2018
  
  ISBN: 978-1-4503-4945-1
  
  Publication Publication
- Squares: Supporting Interactive Performance Analysis for Multiclass Classifiers
  
  Donghao Ren, Saleema Amershi, Bongshin Lee, Jina Suh, Jason Williams
  
  IEEE TVCG, VAST | August 2016
  
  Publication Vidéo Projet
- The Value of Semantic Parse Labeling for Knowledge Base Question Answering
  
  Scott Wen-tau Yih, Matthew Richardson, Chris Meek, Ming-Wei Chang, Jina Suh
  
  Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics | August 2016
  
  Publication Publication Télécharger Télécharger
- Interactive Semantic Featuring for Text Classification
  
  Patrice Simard, Max Chickering, Jina Suh
  
  Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016) | June 2016
  
  Publication
- The Label Complexity of Mixed-Initiative Classiï¬er Training
  
  Jina Suh, Xiaojin Zhu, Saleema Amershi
  
  Proceedings of the 33rd International Conference on Machine Learning | June 2016
  
  Publication Publication Publication
- ModelTracker: Redesigning Performance Analysis Tools for Machine Learning
  
  Saleema Amershi, Max Chickering, Steven Drucker, Bongshin Lee, Patrice Simard, Jina Suh
  
  Proceedings of the Conference on Human Factors in Computing Systems (CHI 2015) | April 2015
  
  Publication Publication Projet Projet
- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
  Publication
- Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
  
  Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
  
  JMIR mental health | September 2024, Vol 11: pp. e48974
  
  DOI Publication Preprint
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- Rethinking technology innovation for mental health: framework for multi-sectoral collaboration
  
  Jina Suh, Sachin R. Pendse, Robert Lewis, Esther Howe, Koustuv Saha, Ebele Okoli, Judith Amores, Gonzalo Ramos, Jenny Shen, Judith Borghouts, Ashish Sharma, Paola Pedrelli, Liz Friedman, Charmain Jackman, Yusra Benhalim, Desmond C. Ong, Sameer Segal, Tim Althoff, Mary Czerwinski
  
  Nature Mental Health | May 2024
  
  DOI PDF
- Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Towards Inclusive Futures for Worker Wellbeing
  
  Sachin R. Pendse, Talie Massachi, Jalehsadat Mahdavimoghaddam, Jenna Butler, Jina Suh, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology
  
  Kenji Phang, Siddharth Saarathi Pradhan, Chino Ikwuegbu, Gonzalo Ramos, Denae Ford, Ebele Okoli, Salman Muin Kayser Chishti, Jina Suh
  
  January 2024
  
  Preprint
- Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders
  
  Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Liao, Alexandra Olteanu, J. Suh, Koustuv Saha, Alexandra Olteanu, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | March 2023, Vol 7: pp. 1-33
  
  DOI Publication PDF
- Disparate Impacts on Online Information Access during the COVID-19 Pandemic
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  Nature Communications | November 2022, Vol 13
  
  Publication Projet
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- AnchorViz: Facilitating Semantic Data Exploration and Concept Discovery for Interactive Machine Learning
  
  Jina Suh, Soroush Ghorashi, Gonzalo Ramos, Nan-Chen Chen, Steven Drucker, Johan Verwey, Patrice Simard
  
  ACM Transactions on Interactive Intelligent Systems (TiiS) | August 2019, Vol 10(1)
  
  Publication DOI
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Publié par Microsoft
  
  Publication Projet Projet
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Publié par Microsoft
  
  Publication Projet Projet
- Machine Teaching: A New Paradigm for Building Machine Learning Systems
  
  Patrice Simard, Saleema Amershi, Max Chickering, Alicia Edelman Pelton, Soroush Ghorashi, Chris Meek, Gonzalo Ramos, Jina Suh, Johan Verwey, Mo Wang, John Wernsing
  
  MSR-TR-2017-26 | July 2017
  
  Publication Projet
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Projet
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Projet
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Projet
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
  
  Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  January 2024
  
  Preprint
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication
- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication