HUE: Human Understanding and Empathy

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

Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI

Srishti Palani, Gonzalo Ramos

Creativity and Cognition | June 2024

Publication Project

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

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

Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire

Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski

Proceedings of the ACM on Human-Computer Interaction | April 2024, Vol 8(CSCW1): pp. 1-35

Publication

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

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

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 Project

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

Olfactory Wearables for Targeted Memory Reactivation

Judith Amores, Nirmita Mehra, Bjoern Rasch, Pattie Maes

Proceedings of the 2023 CHI Conference on Human Factors in Computing | April 2023

Publication

Workplace Rhythm Variability and Emotional Distress in Information Workers

Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski

Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023

Publication Project

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 Project

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 Project

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

SCAMPS: Synthetics for Camera Measurement of Physiological Signals

Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis

Thirty-sixth Conference on Neural Information Processing Systems | November 2022

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 Project Project

DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization

Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski

International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022

The Aleph & Other Metaphors for Image Generation

Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo

NeurIPS 2022 Workshop on Human-Centered AI | October 2022

Publication

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 Project Project

Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App

Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller

CHI 2022 | April 2022

Publication Video Project

Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement

Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis

IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656

Publication

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 Video

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

ACM Transactions on Information Systems | August 2021, Vol 39(4)

Article 39

Publication

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 Project

Large Scale Analysis of Multitasking Behavior During Remote Meetings

Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang

CHI 2021 | May 2021

Honorable Mention

Publication DOI Project Project Project Project

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 Project Project Project Project

DIY: Assessing the Correctness of Natural Language to SQL Systems

Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos

IUI | April 2021

Publication

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 Project

Social competence in conversational retrieval

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

Future Conversations | March 2021

Publication

Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report

Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang

The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021

Publication Project Project Project Project

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

Neural Information Processing Systems (NeurIPS) | December 2020

Publication Video Github Project

Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet

Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff

International Conference on Automatic Face and Gesture Recognition | November 2020

Publication DOI

Remote Work and Well-being

Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan

August 2020

Publication Project

A Teaching Language for Building Object Detection Models

Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos

ACM conference on Designing Interactive Systems (DIS) | July 2020

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

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 Project

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 Project

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 Project

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 Project

Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work

Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal

ACM Conference on Human Factors in Computing Systems (CHI) | April 2020

Publication Project Project

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 Project

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

International Workshop on Conversational Approaches to Information Retrieval | March 2020

An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.

Publication

Do Machine Teachers Dream of Algorithms?

Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi

December 2019

PDF

Managing Stress: The Needs of Autistic Adults in Video Calling

Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Mike Barnett, Ed Cutrell, Daniel McDuff, Sean Andrist, Meredith Ringel Morris

CSCW 2019 | November 2019

Best Paper Honorable Mention

Publication Project Project

Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching

Emily Wall, Soroush Ghorashi, Gonzalo Ramos

Interact 2019 | September 2019

PDF

Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards

Daniel McDuff, Ashish Kapoor

ICLR 2019 | April 2019

Publication

A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications

Daniel McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski

March 2019

Publication

Designing Emotionally Sentient Agents

Daniel McDuff, Mary Czerwinski

Communications of the ACM | December 2018, Vol 61(12): pp. 74-83

Publication

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

PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy

Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan

In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018

Publication DOI Github Project

Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception

Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury

CHI 2018 | April 2018

Publication

Effects of Individual Differences in Blocking Workplace Distractions

Gloria Mark, Mary Czerwinski, Shamsi Iqbal

2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018

Publication DOI

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

Style and alignment in information-seeking conversation

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark

Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018

Publication Publication

A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model

Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate

SPIE BiOS, 2018 | February 2018

Publication Publication

Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography

Ethan B. Blackford, Justin R. Estepp, Daniel McDuff

SPIE BiOS, 2018 | February 2018

Publication Publication

Multimodal analysis of vocal collaborative search: A public corpus and results

Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell

Proceedings of the ACM International Conference on Multimodal Interaction | November 2017

Publication Publication

Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens

Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco

23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017

Publication Publication Publication Video Project

Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data

Akane Sano, Paul Johns, Mary Czerwinski

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017

Publication

How Blocking Distractions Affects Workplace Focus and Productivity

Gloria Mark, Shamsi Iqbal, Mary Czerwinski

UBICOMP/ISWC ’17 Adjunct Proceedings | September 2017

Publication Publication

MISC: A data set of information-seeking conversations

Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell

Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017

Publication

Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment

Daniel McDuff, Christophe Hurter

ACM SIGGRAPH 2017 Emerging Technologies | July 2017

ISBN: 10.1145/3084822.3084834

Publication Publication Project

Scribbling Intervention for Depression, Anxiety and Stress

Efrat Gilad, Ran Gilad-Bachrach, Daniel McDuff, Mary Czerwinski

MSR-TR-2017-19 | May 2017

Published by Microsoft

Presented at the 2nd Symposium on Computing and mental health

Publication

Machine learning for Precise Targeting of a Mobile Dialectical Behavior Therapy Skills Training Application

Mary Czerwinski, Chelsey Wilks, Kael Rowan, Ann Paradiso, Arturo Toledo, Daniel McDuff, Marsha Linehan

CHI 2017 | April 2017

PDF

An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents

Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett

Intelligent Virtual Agents | January 2017

Publication

Understanding the Breadth of the Event Space: Learning from Logan

Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan

Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016

http://eventevent.github.io/

Publication Publication Project

Connected Health 2016: Emotion Sensing, the Next Big Trend?

Mary Czerwinski

Connected Health 2016 | October 2016

Publication

Challenges for designing notifications for affective computing systems

Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark

UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016

ISBN: ISBN 978-1-4503-4462-3/16/09

Publication Publication Publication

Shining (Blue) Light on Creative Ability

Mary Czerwinski, Paul Johns, Gloria Mark

Ubicomp ’16 | September 2016

ISBN: ACM 978-1-4503-4461-6/16/09

Publication Publication Publication

Brains or Beauty: How to Engender Trust in User-Agent Interactions

Beste F Yuksel, Mary Czerwinski, Penny Collisson

ACM Transactions on Internet Technology | September 2016

Publication Publication Publication

The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder

Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016

Publication Publication Publication

Personal and Social Considerations of Wearable Light Therapy for Seasonal Affective Disorder

Halley Profita, Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | May 2016

ISBN: DOI 10.4108/eai.16-5-2016.2263314

Best Paper Pervasive Health 2016

Publication

Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016

Publication DOI Project

Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016

Publication DOI

The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress

Mary Czerwinski, Paul Johns, Shamsi Iqbal

ACM CHI 2016 | May 2016

Publication Project

Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention

Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns

WOODSTOCK ’97 | March 2016

Best paper award

Publication

Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers

Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns

ACM Digital Health | March 2016

Publication Project

HealthAware: An Advice System for Stress, Sleep, Diet and Exercise

Akane Sano, Paul Johns, Mary Czerwinski

ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015

Publication Publication Publication

MoodTracker: Monitoring Collective Emotions in the Workplace

Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski

September 2015

Publication Publication

Stress is in the Eye of the Beholder

Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano

September 2015

Publication Publication Publication

The Activity Platform

Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais

USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015

Publication

Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015

Publication Publication DOI Project

BioCrystal: An Ambient Tool for Emotion and Communication

Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski

IJMHCI | March 2015

PDF

Lightwear: An Exploration in Wearable Light Therapy

Halley P. Profita, Asta Roseway, Mary Czerwinski

TEI 2015 | January 2015

ISBN: 978-1-4503-3305

Publication Publication Publication

SWARM: An Actuated Wearable for Mediating Affect

Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris

Proceedings of TEI 2015 | January 2015

Publication Video

In Situ Cues for ADHD Parenting Strategies Using Mobile Technology

Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes

Pervasive Health 2014 | May 2014

Best Paper Award

Publication Publication

PopTherapy: Coping with Stress through Pop-Culture

Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway

IEEE 2014 | May 2014

Publication

Bored Tuesdays and Focused Afternoons: The Rhythm of Attention and Online Activity in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul John

ACM Conference on Computer-Human Interaction | April 2014

Publication

Under Pressure: Sensing Stress of Computer Users

Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski

CHI 2014 | April 2014

Publication

Capturing the Mood: Facebook and Fast-to-Face Encounters in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

Proceedings of CSCW 2014 | February 2014

Publication Project

On Recovering the Structure of Affect

Ashish Kapoor, Mary Czerwinski, Diana Lynn MacLean, Alex Zolotovitski

Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 | September 2013

Publication Publication

Visual Feedback on Nonverbal Communication: A Design Exploration with Healthcare Professionals

, A. Hartzler, M. Czerwinski, W. Pratt, A. Back, Mary Czerwinski

May 2013

Publication

Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills

Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway

April 2013

Publication

Actuating Mood: Design of the Textile Mirror

Felecia Davis, Asta Roseway, Erin Carroll, Mary Czerwinski

TEI 2013 | February 2013

Publication Publication

Food and Mood: Just-in-Time Support for Emotional Eating

Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel

ACII 2013 | February 2013

ISBN: 978-0-7695-5048-0

Publication Publication Publication

AffectAura: An Intelligent System for Emotional Memory

Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski

Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012

Publication DOI

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

Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI

Srishti Palani, Gonzalo Ramos

Creativity and Cognition | June 2024

Publication Project

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

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

Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire

Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski

Proceedings of the ACM on Human-Computer Interaction | April 2024, Vol 8(CSCW1): pp. 1-35

Publication

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

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 Project

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

Olfactory Wearables for Targeted Memory Reactivation

Judith Amores, Nirmita Mehra, Bjoern Rasch, Pattie Maes

Proceedings of the 2023 CHI Conference on Human Factors in Computing | April 2023

Publication

Workplace Rhythm Variability and Emotional Distress in Information Workers

Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski

Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023

Publication Project

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 Project

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 Project

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

The Aleph & Other Metaphors for Image Generation

Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo

NeurIPS 2022 Workshop on Human-Centered AI | October 2022

Publication

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 Project Project

Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App

Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller

CHI 2022 | April 2022

Publication Video Project

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

ACM Transactions on Information Systems | August 2021, Vol 39(4)

Article 39

Publication

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 Project Project Project Project

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 Project

Large Scale Analysis of Multitasking Behavior During Remote Meetings

Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang

CHI 2021 | May 2021

Honorable Mention

Publication DOI Project Project Project Project

DIY: Assessing the Correctness of Natural Language to SQL Systems

Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos

IUI | April 2021

Publication

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 Project

Social competence in conversational retrieval

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

Future Conversations | March 2021

Publication

Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report

Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang

The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021

Publication Project Project Project Project

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

Neural Information Processing Systems (NeurIPS) | December 2020

Publication Video Github Project

Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet

Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff

International Conference on Automatic Face and Gesture Recognition | November 2020

Publication DOI

Remote Work and Well-being

Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan

August 2020

Publication Project

A Teaching Language for Building Object Detection Models

Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos

ACM conference on Designing Interactive Systems (DIS) | July 2020

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

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 Project

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 Project

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 Project

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 Project

Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work

Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal

ACM Conference on Human Factors in Computing Systems (CHI) | April 2020

Publication Project Project

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 Project

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

International Workshop on Conversational Approaches to Information Retrieval | March 2020

An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.

Publication

Do Machine Teachers Dream of Algorithms?

Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi

December 2019

PDF

Managing Stress: The Needs of Autistic Adults in Video Calling

Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Mike Barnett, Ed Cutrell, Daniel McDuff, Sean Andrist, Meredith Ringel Morris

CSCW 2019 | November 2019

Best Paper Honorable Mention

Publication Project Project

Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching

Emily Wall, Soroush Ghorashi, Gonzalo Ramos

Interact 2019 | September 2019

PDF

A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications

Daniel McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski

March 2019

Publication

Designing Emotionally Sentient Agents

Daniel McDuff, Mary Czerwinski

Communications of the ACM | December 2018, Vol 61(12): pp. 74-83

Publication

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

PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy

Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan

In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018

Publication DOI Github Project

Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception

Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury

CHI 2018 | April 2018

Publication

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

Effects of Individual Differences in Blocking Workplace Distractions

Gloria Mark, Mary Czerwinski, Shamsi Iqbal

2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018

Publication DOI

Style and alignment in information-seeking conversation

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark

Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018

Publication Publication

Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography

Ethan B. Blackford, Justin R. Estepp, Daniel McDuff

SPIE BiOS, 2018 | February 2018

Publication Publication

A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model

Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate

SPIE BiOS, 2018 | February 2018

Publication Publication

Multimodal analysis of vocal collaborative search: A public corpus and results

Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell

Proceedings of the ACM International Conference on Multimodal Interaction | November 2017

Publication Publication

Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens

Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco

23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017

Publication Publication Publication Video Project

Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data

Akane Sano, Paul Johns, Mary Czerwinski

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017

Publication

How Blocking Distractions Affects Workplace Focus and Productivity

Gloria Mark, Shamsi Iqbal, Mary Czerwinski

UBICOMP/ISWC ’17 Adjunct Proceedings | September 2017

Publication Publication

MISC: A data set of information-seeking conversations

Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell

Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017

Publication

Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment

Daniel McDuff, Christophe Hurter

ACM SIGGRAPH 2017 Emerging Technologies | July 2017

ISBN: 10.1145/3084822.3084834

Publication Publication Project

Scribbling Intervention for Depression, Anxiety and Stress

Efrat Gilad, Ran Gilad-Bachrach, Daniel McDuff, Mary Czerwinski

MSR-TR-2017-19 | May 2017

Published by Microsoft

Presented at the 2nd Symposium on Computing and mental health

Publication

Machine learning for Precise Targeting of a Mobile Dialectical Behavior Therapy Skills Training Application

Mary Czerwinski, Chelsey Wilks, Kael Rowan, Ann Paradiso, Arturo Toledo, Daniel McDuff, Marsha Linehan

CHI 2017 | April 2017

PDF

An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents

Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett

Intelligent Virtual Agents | January 2017

Publication

Understanding the Breadth of the Event Space: Learning from Logan

Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan

Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016

http://eventevent.github.io/

Publication Publication Project

Connected Health 2016: Emotion Sensing, the Next Big Trend?

Mary Czerwinski

Connected Health 2016 | October 2016

Publication

Shining (Blue) Light on Creative Ability

Mary Czerwinski, Paul Johns, Gloria Mark

Ubicomp ’16 | September 2016

ISBN: ACM 978-1-4503-4461-6/16/09

Publication Publication Publication

Challenges for designing notifications for affective computing systems

Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark

UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016

ISBN: ISBN 978-1-4503-4462-3/16/09

Publication Publication Publication

Brains or Beauty: How to Engender Trust in User-Agent Interactions

Beste F Yuksel, Mary Czerwinski, Penny Collisson

ACM Transactions on Internet Technology | September 2016

Publication Publication Publication

The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder

Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016

Publication Publication Publication

Personal and Social Considerations of Wearable Light Therapy for Seasonal Affective Disorder

Halley Profita, Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | May 2016

ISBN: DOI 10.4108/eai.16-5-2016.2263314

Best Paper Pervasive Health 2016

Publication

The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress

Mary Czerwinski, Paul Johns, Shamsi Iqbal

ACM CHI 2016 | May 2016

Publication Project

Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016

Publication DOI Project

Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016

Publication DOI

Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention

Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns

WOODSTOCK ’97 | March 2016

Best paper award

Publication

Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers

Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns

ACM Digital Health | March 2016

Publication Project

HealthAware: An Advice System for Stress, Sleep, Diet and Exercise

Akane Sano, Paul Johns, Mary Czerwinski

ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015

Publication Publication Publication

Stress is in the Eye of the Beholder

Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano

September 2015

Publication Publication Publication

MoodTracker: Monitoring Collective Emotions in the Workplace

Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski

September 2015

Publication Publication

The Activity Platform

Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais

USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015

Publication

Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015

Publication Publication DOI Project

BioCrystal: An Ambient Tool for Emotion and Communication

Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski

IJMHCI | March 2015

PDF

SWARM: An Actuated Wearable for Mediating Affect

Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris

Proceedings of TEI 2015 | January 2015

Publication Video

Lightwear: An Exploration in Wearable Light Therapy

Halley P. Profita, Asta Roseway, Mary Czerwinski

TEI 2015 | January 2015

ISBN: 978-1-4503-3305

Publication Publication Publication

In Situ Cues for ADHD Parenting Strategies Using Mobile Technology

Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes

Pervasive Health 2014 | May 2014

Best Paper Award

Publication Publication

PopTherapy: Coping with Stress through Pop-Culture

Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway

IEEE 2014 | May 2014

Publication

Under Pressure: Sensing Stress of Computer Users

Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski

CHI 2014 | April 2014

Publication

Bored Tuesdays and Focused Afternoons: The Rhythm of Attention and Online Activity in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul John

ACM Conference on Computer-Human Interaction | April 2014

Publication

Capturing the Mood: Facebook and Fast-to-Face Encounters in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

Proceedings of CSCW 2014 | February 2014

Publication Project

Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills

Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway

April 2013

Publication

Food and Mood: Just-in-Time Support for Emotional Eating

Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel

ACII 2013 | February 2013

ISBN: 978-0-7695-5048-0

Publication Publication Publication

Actuating Mood: Design of the Textile Mirror

Felecia Davis, Asta Roseway, Erin Carroll, Mary Czerwinski

TEI 2013 | February 2013

Publication Publication

AffectAura: An Intelligent System for Emotional Memory

Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski

Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012

Publication DOI

Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI

Srishti Palani, Gonzalo Ramos

Creativity and Cognition | June 2024

Publication Project

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

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

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 Project

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

SCAMPS: Synthetics for Camera Measurement of Physiological Signals

Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis

Thirty-sixth Conference on Neural Information Processing Systems | November 2022

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 Project Project

The Aleph & Other Metaphors for Image Generation

Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo

NeurIPS 2022 Workshop on Human-Centered AI | October 2022

Publication

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 Project Project

Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App

Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller

CHI 2022 | April 2022

Publication Video Project

Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement

Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis

IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656

Publication

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 Video

DIY: Assessing the Correctness of Natural Language to SQL Systems

Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos

IUI | April 2021

Publication

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

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

Neural Information Processing Systems (NeurIPS) | December 2020

Publication Video Github Project

A Teaching Language for Building Object Detection Models

Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos

ACM conference on Designing Interactive Systems (DIS) | July 2020

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

Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work

Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal

ACM Conference on Human Factors in Computing Systems (CHI) | April 2020

Publication Project Project

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 Project

Do Machine Teachers Dream of Algorithms?

Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi

December 2019

PDF

Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching

Emily Wall, Soroush Ghorashi, Gonzalo Ramos

Interact 2019 | September 2019

PDF

Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards

Daniel McDuff, Ashish Kapoor

ICLR 2019 | April 2019

Publication

Designing Emotionally Sentient Agents

Daniel McDuff, Mary Czerwinski

Communications of the ACM | December 2018, Vol 61(12): pp. 74-83

Publication

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

Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention

Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns

WOODSTOCK ’97 | March 2016

Best paper award

Publication

BioCrystal: An Ambient Tool for Emotion and Communication

Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski

IJMHCI | March 2015

PDF

PopTherapy: Coping with Stress through Pop-Culture

Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway

IEEE 2014 | May 2014

Publication

On Recovering the Structure of Affect

Ashish Kapoor, Mary Czerwinski, Diana Lynn MacLean, Alex Zolotovitski

Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 | September 2013

Publication 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

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 Project Project

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 Project Project Project Project

Large Scale Analysis of Multitasking Behavior During Remote Meetings

Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang

CHI 2021 | May 2021

Honorable Mention

Publication DOI Project Project Project Project

Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report

Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang

The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021

Publication Project Project Project Project

Remote Work and Well-being

Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan

August 2020

Publication Project

Designing Emotionally Sentient Agents

Daniel McDuff, Mary Czerwinski

Communications of the ACM | December 2018, Vol 61(12): pp. 74-83

Publication

PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy

Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan

In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018

Publication DOI Github Project

Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception

Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury

CHI 2018 | April 2018

Publication

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

Effects of Individual Differences in Blocking Workplace Distractions

Gloria Mark, Mary Czerwinski, Shamsi Iqbal

2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018

Publication DOI

Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data

Akane Sano, Paul Johns, Mary Czerwinski

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017

Publication

An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents

Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett

Intelligent Virtual Agents | January 2017

Publication

Shining (Blue) Light on Creative Ability

Mary Czerwinski, Paul Johns, Gloria Mark

Ubicomp ’16 | September 2016

ISBN: ACM 978-1-4503-4461-6/16/09

Publication Publication Publication

Challenges for designing notifications for affective computing systems

Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark

UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016

ISBN: ISBN 978-1-4503-4462-3/16/09

Publication Publication Publication

Brains or Beauty: How to Engender Trust in User-Agent Interactions

Beste F Yuksel, Mary Czerwinski, Penny Collisson

ACM Transactions on Internet Technology | September 2016

Publication Publication Publication

The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress

Mary Czerwinski, Paul Johns, Shamsi Iqbal

ACM CHI 2016 | May 2016

Publication Project

Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016

Publication DOI Project

Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016

Publication DOI

Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention

Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns

WOODSTOCK ’97 | March 2016

Best paper award

Publication

Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers

Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns

ACM Digital Health | March 2016

Publication Project

HealthAware: An Advice System for Stress, Sleep, Diet and Exercise

Akane Sano, Paul Johns, Mary Czerwinski

ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015

Publication Publication Publication

Stress is in the Eye of the Beholder

Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano

September 2015

Publication Publication Publication

MoodTracker: Monitoring Collective Emotions in the Workplace

Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski

September 2015

Publication Publication

The Activity Platform

Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais

USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015

Publication

Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015

Publication Publication DOI Project

BioCrystal: An Ambient Tool for Emotion and Communication

Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski

IJMHCI | March 2015

PDF

SWARM: An Actuated Wearable for Mediating Affect

Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris

Proceedings of TEI 2015 | January 2015

Publication Video

Lightwear: An Exploration in Wearable Light Therapy

Halley P. Profita, Asta Roseway, Mary Czerwinski

TEI 2015 | January 2015

ISBN: 978-1-4503-3305

Publication Publication Publication

In Situ Cues for ADHD Parenting Strategies Using Mobile Technology

Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes

Pervasive Health 2014 | May 2014

Best Paper Award

Publication Publication

Food and Mood: Just-in-Time Support for Emotional Eating

Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel

ACII 2013 | February 2013

ISBN: 978-0-7695-5048-0

Publication Publication Publication

SCAMPS: Synthetics for Camera Measurement of Physiological Signals

Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis

Thirty-sixth Conference on Neural Information Processing Systems | November 2022

Publication

DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization

Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski

International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022

Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement

Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis

IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656

Publication

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

Neural Information Processing Systems (NeurIPS) | December 2020

Publication Video Github Project

Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet

Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff

International Conference on Automatic Face and Gesture Recognition | November 2020

Publication DOI

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens

Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco

23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017

Publication Publication Publication Video Project

AffectAura: An Intelligent System for Emotional Memory

Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski

Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012

Publication DOI

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

ACM Transactions on Information Systems | August 2021, Vol 39(4)

Article 39

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 Project

Social competence in conversational retrieval

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

Future Conversations | March 2021

Publication

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

International Workshop on Conversational Approaches to Information Retrieval | March 2020

An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.

Publication

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

Style and alignment in information-seeking conversation

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark

Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018

Publication Publication

Multimodal analysis of vocal collaborative search: A public corpus and results

Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell

Proceedings of the ACM International Conference on Multimodal Interaction | November 2017

Publication Publication

MISC: A data set of information-seeking conversations

Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell

Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017

Publication

The Activity Platform

Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais

USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015

Publication

DIY: Assessing the Correctness of Natural Language to SQL Systems

Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos

IUI | April 2021

Publication

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

International Workshop on Conversational Approaches to Information Retrieval | March 2020

An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.

Publication

Designing Emotionally Sentient Agents

Daniel McDuff, Mary Czerwinski

Communications of the ACM | December 2018, Vol 61(12): pp. 74-83

Publication

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

DIY: Assessing the Correctness of Natural Language to SQL Systems

Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos

IUI | April 2021

Publication

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

Neural Information Processing Systems (NeurIPS) | December 2020

Publication Video Github Project

Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet

Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff

International Conference on Automatic Face and Gesture Recognition | November 2020

Publication DOI

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 Project

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 Project

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 Project

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 Project

Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography

Ethan B. Blackford, Justin R. Estepp, Daniel McDuff

SPIE BiOS, 2018 | February 2018

Publication Publication

A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model

Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate

SPIE BiOS, 2018 | February 2018

Publication Publication

Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data

Akane Sano, Paul Johns, Mary Czerwinski

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017

Publication

Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment

Daniel McDuff, Christophe Hurter

ACM SIGGRAPH 2017 Emerging Technologies | July 2017

ISBN: 10.1145/3084822.3084834

Publication Publication Project

Shining (Blue) Light on Creative Ability

Mary Czerwinski, Paul Johns, Gloria Mark

Ubicomp ’16 | September 2016

ISBN: ACM 978-1-4503-4461-6/16/09

Publication Publication Publication

Challenges for designing notifications for affective computing systems

Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark

UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016

ISBN: ISBN 978-1-4503-4462-3/16/09

Publication Publication Publication

The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder

Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016

Publication Publication Publication

The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress

Mary Czerwinski, Paul Johns, Shamsi Iqbal

ACM CHI 2016 | May 2016

Publication Project

Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016

Publication DOI Project

Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016

Publication DOI

Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention

Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns

WOODSTOCK ’97 | March 2016

Best paper award

Publication

Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers

Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns

ACM Digital Health | March 2016

Publication Project

HealthAware: An Advice System for Stress, Sleep, Diet and Exercise

Akane Sano, Paul Johns, Mary Czerwinski

ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015

Publication Publication Publication

Stress is in the Eye of the Beholder

Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano

September 2015

Publication Publication Publication

MoodTracker: Monitoring Collective Emotions in the Workplace

Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski

September 2015

Publication Publication

Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015

Publication Publication DOI Project

BioCrystal: An Ambient Tool for Emotion and Communication

Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski

IJMHCI | March 2015

PDF

Lightwear: An Exploration in Wearable Light Therapy

Halley P. Profita, Asta Roseway, Mary Czerwinski

TEI 2015 | January 2015

ISBN: 978-1-4503-3305

Publication Publication Publication

PopTherapy: Coping with Stress through Pop-Culture

Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway

IEEE 2014 | May 2014

Publication

Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills

Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway

April 2013

Publication

Food and Mood: Just-in-Time Support for Emotional Eating

Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel

ACII 2013 | February 2013

ISBN: 978-0-7695-5048-0

Publication Publication Publication

The Activity Platform

Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais

USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015

Publication

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography

Ethan B. Blackford, Justin R. Estepp, Daniel McDuff

SPIE BiOS, 2018 | February 2018

Publication Publication

A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model

Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate

SPIE BiOS, 2018 | February 2018

Publication Publication

Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens

Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco

23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017

Publication Publication Publication Video Project

Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens

Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco

23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017

Publication Publication Publication Video Project

The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder

Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016

Publication Publication Publication

Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention

Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns

WOODSTOCK ’97 | March 2016

Best paper award

Publication

Understanding the Breadth of the Event Space: Learning from Logan

Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan

Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016

http://eventevent.github.io/

Publication Publication Project

Visual Feedback on Nonverbal Communication: A Design Exploration with Healthcare Professionals

, A. Hartzler, M. Czerwinski, W. Pratt, A. Back, Mary Czerwinski

May 2013

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

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

Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire

Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski

Proceedings of the ACM on Human-Computer Interaction | April 2024, Vol 8(CSCW1): pp. 1-35

Publication

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

Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement

Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis

IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656

Publication

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

ACM Transactions on Information Systems | August 2021, Vol 39(4)

Article 39

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

Designing Emotionally Sentient Agents

Daniel McDuff, Mary Czerwinski

Communications of the ACM | December 2018, Vol 61(12): pp. 74-83

Publication

Brains or Beauty: How to Engender Trust in User-Agent Interactions

Beste F Yuksel, Mary Czerwinski, Penny Collisson

ACM Transactions on Internet Technology | September 2016

Publication Publication Publication

Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI

Srishti Palani, Gonzalo Ramos

Creativity and Cognition | June 2024

Publication Project

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 Project

Olfactory Wearables for Targeted Memory Reactivation

Judith Amores, Nirmita Mehra, Bjoern Rasch, Pattie Maes

Proceedings of the 2023 CHI Conference on Human Factors in Computing | April 2023

Publication

Workplace Rhythm Variability and Emotional Distress in Information Workers

Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski

Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023

Publication Project

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 Project

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 Project

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

SCAMPS: Synthetics for Camera Measurement of Physiological Signals

Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis

Thirty-sixth Conference on Neural Information Processing Systems | November 2022

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 Project Project

DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization

Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski

International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022

The Aleph & Other Metaphors for Image Generation

Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo

NeurIPS 2022 Workshop on Human-Centered AI | October 2022

Publication

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 Project Project

Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App

Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller

CHI 2022 | April 2022

Publication Video Project

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 Video

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 Project Project Project Project

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 Project

Large Scale Analysis of Multitasking Behavior During Remote Meetings

Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang

CHI 2021 | May 2021

Honorable Mention

Publication DOI Project Project Project Project

DIY: Assessing the Correctness of Natural Language to SQL Systems

Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos

IUI | April 2021

Publication

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 Project

Social competence in conversational retrieval

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

Future Conversations | March 2021

Publication

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

Neural Information Processing Systems (NeurIPS) | December 2020

Publication Video Github Project

Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet

Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff

International Conference on Automatic Face and Gesture Recognition | November 2020

Publication DOI

A Teaching Language for Building Object Detection Models

Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos

ACM conference on Designing Interactive Systems (DIS) | July 2020

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

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 Project

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 Project

Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work

Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal

ACM Conference on Human Factors in Computing Systems (CHI) | April 2020

Publication Project Project

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 Project

Theories of conversation for conversational IR

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell

International Workshop on Conversational Approaches to Information Retrieval | March 2020

An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.

Publication

Managing Stress: The Needs of Autistic Adults in Video Calling

Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Mike Barnett, Ed Cutrell, Daniel McDuff, Sean Andrist, Meredith Ringel Morris

CSCW 2019 | November 2019

Best Paper Honorable Mention

Publication Project Project

Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching

Emily Wall, Soroush Ghorashi, Gonzalo Ramos

Interact 2019 | September 2019

PDF

Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards

Daniel McDuff, Ashish Kapoor

ICLR 2019 | April 2019

Publication

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

PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy

Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan

In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018

Publication DOI Github Project

Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception

Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury

CHI 2018 | April 2018

Publication

Emotional Dialogue Generation using Image-Grounded Language Models

Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan

CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018

ISBN: 978-1-4503-5620-6/18/04

Publication Publication

Effects of Individual Differences in Blocking Workplace Distractions

Gloria Mark, Mary Czerwinski, Shamsi Iqbal

2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018

Publication DOI

Style and alignment in information-seeking conversation

Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark

Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018

Publication Publication

Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography

Ethan B. Blackford, Justin R. Estepp, Daniel McDuff

SPIE BiOS, 2018 | February 2018

Publication Publication

A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model

Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate

SPIE BiOS, 2018 | February 2018

Publication Publication

Multimodal analysis of vocal collaborative search: A public corpus and results

Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell

Proceedings of the ACM International Conference on Multimodal Interaction | November 2017

Publication Publication

Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens

Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco

23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017

Publication Publication Publication Video Project

Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data

Akane Sano, Paul Johns, Mary Czerwinski

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017

Publication

How Blocking Distractions Affects Workplace Focus and Productivity

Gloria Mark, Shamsi Iqbal, Mary Czerwinski

UBICOMP/ISWC ’17 Adjunct Proceedings | September 2017

Publication Publication

MISC: A data set of information-seeking conversations

Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell

Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017

Publication

Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment

Daniel McDuff, Christophe Hurter

ACM SIGGRAPH 2017 Emerging Technologies | July 2017

ISBN: 10.1145/3084822.3084834

Publication Publication Project

Machine learning for Precise Targeting of a Mobile Dialectical Behavior Therapy Skills Training Application

Mary Czerwinski, Chelsey Wilks, Kael Rowan, Ann Paradiso, Arturo Toledo, Daniel McDuff, Marsha Linehan

CHI 2017 | April 2017

PDF

An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents

Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett

Intelligent Virtual Agents | January 2017

Publication

Understanding the Breadth of the Event Space: Learning from Logan

Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan

Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016

http://eventevent.github.io/

Publication Publication Project

Connected Health 2016: Emotion Sensing, the Next Big Trend?

Mary Czerwinski

Connected Health 2016 | October 2016

Publication

Shining (Blue) Light on Creative Ability

Mary Czerwinski, Paul Johns, Gloria Mark

Ubicomp ’16 | September 2016

ISBN: ACM 978-1-4503-4461-6/16/09

Publication Publication Publication

Challenges for designing notifications for affective computing systems

Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark

UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016

ISBN: ISBN 978-1-4503-4462-3/16/09

Publication Publication Publication

The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder

Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016

Publication Publication Publication

Personal and Social Considerations of Wearable Light Therapy for Seasonal Affective Disorder

Halley Profita, Asta Roseway, Mary Czerwinski

PervasiveHealth 2016, May 16-19, Cancun, Mexico | May 2016

ISBN: DOI 10.4108/eai.16-5-2016.2263314

Best Paper Pervasive Health 2016

Publication

The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress

Mary Czerwinski, Paul Johns, Shamsi Iqbal

ACM CHI 2016 | May 2016

Publication Project

Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016

Publication DOI Project

Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016

Publication DOI

Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention

Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns

WOODSTOCK ’97 | March 2016

Best paper award

Publication

Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers

Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns

ACM Digital Health | March 2016

Publication Project

HealthAware: An Advice System for Stress, Sleep, Diet and Exercise

Akane Sano, Paul Johns, Mary Czerwinski

ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015

Publication Publication Publication

Stress is in the Eye of the Beholder

Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano

September 2015

Publication Publication Publication

MoodTracker: Monitoring Collective Emotions in the Workplace

Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski

September 2015

Publication Publication

The Activity Platform

Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais

USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015

Publication

Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015

Publication Publication DOI Project

BioCrystal: An Ambient Tool for Emotion and Communication

Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski

IJMHCI | March 2015

PDF

SWARM: An Actuated Wearable for Mediating Affect

Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris

Proceedings of TEI 2015 | January 2015

Publication Video

Lightwear: An Exploration in Wearable Light Therapy

Halley P. Profita, Asta Roseway, Mary Czerwinski

TEI 2015 | January 2015

ISBN: 978-1-4503-3305

Publication Publication Publication

In Situ Cues for ADHD Parenting Strategies Using Mobile Technology

Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes

Pervasive Health 2014 | May 2014

Best Paper Award

Publication Publication

PopTherapy: Coping with Stress through Pop-Culture

Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway

IEEE 2014 | May 2014

Publication

Under Pressure: Sensing Stress of Computer Users

Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski

CHI 2014 | April 2014

Publication

Bored Tuesdays and Focused Afternoons: The Rhythm of Attention and Online Activity in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul John

ACM Conference on Computer-Human Interaction | April 2014

Publication

Capturing the Mood: Facebook and Fast-to-Face Encounters in the Workplace

Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns

Proceedings of CSCW 2014 | February 2014

Publication Project

On Recovering the Structure of Affect

Ashish Kapoor, Mary Czerwinski, Diana Lynn MacLean, Alex Zolotovitski

Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 | September 2013

Publication Publication

Visual Feedback on Nonverbal Communication: A Design Exploration with Healthcare Professionals

, A. Hartzler, M. Czerwinski, W. Pratt, A. Back, Mary Czerwinski

May 2013

Publication

Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills

Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway

April 2013

Publication

Food and Mood: Just-in-Time Support for Emotional Eating

Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel

ACII 2013 | February 2013

ISBN: 978-0-7695-5048-0

Publication Publication Publication

Actuating Mood: Design of the Textile Mirror

Felecia Davis, Asta Roseway, Erin Carroll, Mary Czerwinski

TEI 2013 | February 2013

Publication Publication

AffectAura: An Intelligent System for Emotional Memory

Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski

Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012

Publication DOI

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

Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report

Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang

The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021

Publication Project Project Project Project

Remote Work and Well-being

Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan

August 2020

Publication Project

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 Project

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 Project

Do Machine Teachers Dream of Algorithms?

Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi

December 2019

PDF

A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications

Daniel McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski

March 2019

Publication

Scribbling Intervention for Depression, Anxiety and Stress

Efrat Gilad, Ran Gilad-Bachrach, Daniel McDuff, Mary Czerwinski

MSR-TR-2017-19 | May 2017

Published by Microsoft

Presented at the 2nd Symposium on Computing and mental health

Publication