Javier Hernandez

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

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

From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions

Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski

January 2024

Preprint

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

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

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

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

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

Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful

Mary Czerwinski, Javier Hernandez, Daniel McDuff

IEEE Spectrum | May 2021, Vol 58(5): pp. 32-38

DOI 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

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

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

Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

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

October 2020

Publication Project

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

Measuring the Engagement Level of TV Viewers

Javier Hernandez, Zicheng Liu, Geoff Hulten, Dave DeBarr, Kyle Krum, Zhengyou Zhang

Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition,), Shanghai, China | April 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

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

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

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

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

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

Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful

Mary Czerwinski, Javier Hernandez, Daniel McDuff

IEEE Spectrum | May 2021, Vol 58(5): pp. 32-38

DOI 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

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

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

From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions

Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski

January 2024

Preprint

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

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

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

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

Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful

Mary Czerwinski, Javier Hernandez, Daniel McDuff

IEEE Spectrum | May 2021, Vol 58(5): pp. 32-38

DOI Publication

Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

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

October 2020

Publication Project

PopTherapy: Coping with Stress through Pop-Culture

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

IEEE 2014 | May 2014

Publication

Measuring the Engagement Level of TV Viewers

Javier Hernandez, Zicheng Liu, Geoff Hulten, Dave DeBarr, Kyle Krum, Zhengyou Zhang

Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition,), Shanghai, China | April 2013

Publication

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

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

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

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

Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

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

October 2020

Publication Project

Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful

Mary Czerwinski, Javier Hernandez, Daniel McDuff

IEEE Spectrum | May 2021, Vol 58(5): pp. 32-38

DOI Publication

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

Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

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

October 2020

Publication Project

PopTherapy: Coping with Stress through Pop-Culture

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

IEEE 2014 | May 2014

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

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

Building an AI That Feels: AI systems with emotional intelligence could learn faster and be more helpful

Mary Czerwinski, Javier Hernandez, Daniel McDuff

IEEE Spectrum | May 2021, Vol 58(5): pp. 32-38

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

Affective Conversational Agents: Understanding Expectations and Personal Influences

Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski

October 2023

ArXiv

Publication

Microsoft New Future of Work Report 2023

Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan

MSR-TR-2023-34 | December 2023

Published by Microsoft

Publication Project Project

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

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

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

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

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

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

Measuring the Engagement Level of TV Viewers

Javier Hernandez, Zicheng Liu, Geoff Hulten, Dave DeBarr, Kyle Krum, Zhengyou Zhang

Proc. IEEE Int'l Conf. on Automatic Face and Gesture Recognition,), Shanghai, China | April 2013

Publication

Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

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

October 2020

Publication Project