Stephen M. Mattingly

24 papers A* 2A 1B 1Misc 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2022 J jnl
Feasibility of Longitudinal Eye-Gaze Tracking in the Workplace.
Proc. ACM Hum. Comput. Interact.
Stephen Hutt, Angela E. B. Stewart, Julie M. Gregg, Stephen M. Mattingly, Sidney K. D'Mello
2022 J jnl
Flexibility Versus Routineness in Multimodal Health Indicators: A Sensor-based Longitudinal in Situ Study of Information Workers.
ACM Trans. Comput. Heal.
Mary Jean Amon, Stephen M. Mattingly, Aaron Necaise, Gloria Mark, Nitesh V. Chawla, Anind K. Dey, Sidney D'Mello
2022 A* conf
Semantic Gap in Predicting Mental Wellbeing through Passive Sensing.
CHI
Vedant Das Swain, Victor Chen, Shrija Mishra, Stephen M. Mattingly, Gregory D. Abowd, Munmun De Choudhury
2022 J jnl
Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers.
IEEE Trans. Affect. Comput.
Brandon M. Booth, Hana Vrzakova, Stephen M. Mattingly, Gonzalo J. Martínez, Louis Faust, Sidney K. D'Mello
2021 J jnl
Assessing the Impact of Commuting on Workplace Performance Using Mobile Sensing.
IEEE Pervasive Comput.
Subigya Nepal, Gonzalo J. Martínez, Shayan Mirjafari, Stephen M. Mattingly, Vedant Das Swain, Aaron Striegel, Pino G. Audia, Andrew T. Campbell
2021 J jnl
Examining Response to Negative Life Events Through Fitness Tracker Data.
Frontiers Digit. Health
Louis Faust, Keith Feldman, Suwen Lin, Stephen M. Mattingly, Sidney D'Mello, Nitesh V. Chawla
2021 J jnl
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being.
IEEE Comput. Intell. Mag.
Pablo Robles-Granda, Suwen Lin, Xian Wu, Gonzalo J. Martínez, Stephen M. Mattingly, Edward Moskal, Aaron Striegel, Nitesh V. Chawla, Sidney D'Mello, Julie M. Gregg, Kari Nies, Gloria Mark, Ted Grover, Andrew T. Campbell, Shayan Mirjafari, Koustuv Saha, Munmun De Choudhury, Anind K. Dey
2021 J jnl
Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Koustuv Saha, Ted Grover, Stephen M. Mattingly, Vedant Das Swain, Pranshu Gupta, Gonzalo J. Martínez, Pablo Robles-Granda, Gloria Mark, Aaron Striegel, Munmun De Choudhury
2021 J jnl
Sleep, health, productivity, and the double-edged sword of technology.
XRDS
Stephen M. Mattingly
2021 J jnl
The effects of seasons and weather on sleep patterns measured through longitudinal multimodal sensing.
npj Digit. Medicine
Stephen M. Mattingly, Ted Grover, Gonzalo J. Martínez, Talayeh Aledavood, Pablo Robles-Granda, Kari Nies, Aaron Striegel, Gloria Mark
2021 A* conf
What Life Events are Disclosed on Social Media, How, When, and By Whom?
CHI
Koustuv Saha, Jordyn Seybolt, Stephen M. Mattingly, Talayeh Aledavood, Chaitanya Konjeti, Gonzalo J. Martínez, Ted Grover, Gloria Mark, Munmun De Choudhury
2020 — conf
Characterizing Exploratory Behaviors on a Personal Visualization Interface Using Interaction Logs.
EuroVis (Short Papers)
Poorna Talkad Sukumar, Gonzalo J. Martínez, Ted Grover, Gloria Mark, Sidney K. D'Mello, Nitesh V. Chawla, Stephen M. Mattingly, Aaron D. Striegel
2020 J jnl
Deviations from normal bedtimes are associated with short-term increases in resting heart rate.
npj Digit. Medicine
Louis Faust, Keith Feldman, Stephen M. Mattingly, David Hachen, Nitesh V. Chawla
2020 — conf
Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams.
PerCom Workshops
Gonzalo J. Martínez, Stephen M. Mattingly, Jessica Young, Louis Faust, Anind K. Dey, Andrew T. Campbell, Munmun De Choudhury, Shayan Mirjafari, Subigya K. Nepal, Pablo Robles-Granda, Koustuv Saha, Aaron D. Striegel
2020 J jnl
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being.
CoRR
Pablo Robles-Granda, Suwen Lin, Xian Wu, Sidney D'Mello, Gonzalo J. Martínez, Koustuv Saha, Kari Nies, Gloria Mark, Andrew T. Campbell, Munmun De Choudhury, Anind K. Dey, Julie M. Gregg, Ted Grover, Stephen M. Mattingly, Shayan Mirjafari, Edward Moskal, Aaron Striegel, Nitesh V. Chawla
2020 — conf
On the Quality of Real-world Wearable Data in a Longitudinal Study of Information Workers.
PerCom Workshops
Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari, Subigya K. Nepal, Andrew T. Campbell, Anind K. Dey, Aaron D. Striegel
2020 A conf
Personalized Imputation on Wearable-Sensory Time Series via Knowledge Transfer.
CIKM
Xian Wu, Stephen M. Mattingly, Shayan Mirjafari, Chao Huang, Nitesh V. Chawla
2019 J jnl
A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Vedant Das Swain, Koustuv Saha, Hemang Rajvanshy, Anusha Sirigiri, Julie M. Gregg, Suwen Lin, Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari, Raghu Mulukutla, Subigya Nepal, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Andrew T. Campbell, Nitesh V. Chawla, Sidney D'Mello, Anind K. Dey, Kaifeng Jiang, Qiang Liu, Gloria Mark, Edward Moskal, Aaron Striegel, Louis Tay, Gregory D. Abowd, Munmun De Choudhury
2019 J jnl
Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shayan Mirjafari, Kizito Masaba, Ted Grover, Weichen Wang, Pino G. Audia, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Anind K. Dey, Sidney K. D'Mello, Ge Gao, Julie M. Gregg, Krithika Jagannath, Kaifeng Jiang, Suwen Lin, Qiang Liu, Gloria Mark, Gonzalo J. Martínez, Stephen M. Mattingly, Edward Moskal, Raghu Mulukutla, Subigya Nepal, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, Aaron Striegel
2019 B conf
Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior.
ACII
Koustuv Saha, Raghu Mulukutla, Kari Nies, Pablo Robles-Granda, Anusha Sirigiri, Dong Whi Yoo, Pino G. Audia, Andrew T. Campbell, Nitesh V. Chawla, Sidney K. D'Mello, Anind K. Dey, Manikanta D. Reddy, Kaifeng Jiang, Qiang Liu, Gloria Mark, Edward Moskal, Aaron Striegel, Munmun De Choudhury, Vedant Das Swain, Julie M. Gregg, Ted Grover, Suwen Lin, Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari
2019 J jnl
LibRA: On LinkedIn based Role Ambiguity and Its Relationship with Wellbeing and Job Performance.
Proc. ACM Hum. Comput. Interact.
Koustuv Saha, Manikanta D. Reddy, Stephen M. Mattingly, Edward Moskal, Anusha Sirigiri, Munmun De Choudhury
2019 — conf
Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing.
CHI Extended Abstracts
Koustuv Saha, Ayse Elvan Bayraktaroglu, Andrew T. Campbell, Nitesh V. Chawla, Munmun De Choudhury, Sidney K. D'Mello, Anind K. Dey, Ge Gao, Julie M. Gregg, Krithika Jagannath, Gloria Mark, Gonzalo J. Martínez, Stephen M. Mattingly, Edward Moskal, Anusha Sirigiri, Aaron Striegel, Dong Whi Yoo
2019 — conf
The Tesserae Project: Large-Scale, Longitudinal,
CHI Extended Abstracts
Stephen M. Mattingly, Julie M. Gregg, Pino G. Audia, Ayse Elvan Bayraktaroglu, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Sidney K. D'Mello, Anind K. Dey, Ge Gao, Krithika Jagannath, Kaifeng Jiang, Suwen Lin, Qiang Liu, Gloria Mark, Gonzalo J. Martínez, Kizito Masaba, Shayan Mirjafari, Edward Moskal, Raghu Mulukutla, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, Aaron Striegel
2016 Misc conf
Experiences measuring sleep and physical activity patterns across a large college cohort with fitbits.
ISWC
Rachael Purta, Stephen M. Mattingly, Lixing Song, Omar Lizardo, David Hachen, Christian Poellabauer, Aaron Striegel