Stephen M. Mattingly

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 25

Top Topics

Dempster Shafer

Longitudinal Study

Weather Forecasts

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

PerCom Workshops

npj Digit. Medicine

Publications

Brandon M. Booth, Hana Vrzakova, Stephen M. Mattingly, Gonzalo J. Martínez, Louis Faust, Sidney K. D'Mello
Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers. IEEE Trans. Affect. Comput. 13 (4) (2022)
Stephen Hutt, Angela E. B. Stewart, Julie M. Gregg, Stephen M. Mattingly, Sidney K. D'Mello
Feasibility of Longitudinal Eye-Gaze Tracking in the Workplace. Proc. ACM Hum. Comput. Interact. 6 (ETRA) (2022)
Mary Jean Amon, Stephen M. Mattingly, Aaron Necaise, Gloria Mark, Nitesh V. Chawla, Anind K. Dey, Sidney D'Mello
Flexibility Versus Routineness in Multimodal Health Indicators: A Sensor-based Longitudinal in Situ Study of Information Workers. ACM Trans. Comput. Heal. 3 (3) (2022)
Vedant Das Swain, Victor Chen, Shrija Mishra, Stephen M. Mattingly, Gregory D. Abowd, Munmun De Choudhury
Semantic Gap in Predicting Mental Wellbeing through Passive Sensing. CHI (2022)
Stephen M. Mattingly
Sleep, health, productivity, and the double-edged sword of technology. XRDS 28 (1) (2021)
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
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being. IEEE Comput. Intell. Mag. 16 (2) (2021)
Stephen M. Mattingly, Ted Grover, Gonzalo J. Martínez, Talayeh Aledavood, Pablo Robles-Granda, Kari Nies, Aaron Striegel, Gloria Mark
The effects of seasons and weather on sleep patterns measured through longitudinal multimodal sensing. npj Digit. Medicine 4 (2021)
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
Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Louis Faust, Keith Feldman, Suwen Lin, Stephen M. Mattingly, Sidney D'Mello, Nitesh V. Chawla
Examining Response to Negative Life Events Through Fitness Tracker Data. Frontiers Digit. Health 3 (2021)
Subigya Nepal, Gonzalo J. Martínez, Shayan Mirjafari, Stephen M. Mattingly, Vedant Das Swain, Aaron Striegel, Pino G. Audia, Andrew T. Campbell
Assessing the Impact of Commuting on Workplace Performance Using Mobile Sensing. IEEE Pervasive Comput. 20 (4) (2021)
Koustuv Saha, Jordyn Seybolt, Stephen M. Mattingly, Talayeh Aledavood, Chaitanya Konjeti, Gonzalo J. Martínez, Ted Grover, Gloria Mark, Munmun De Choudhury
What Life Events are Disclosed on Social Media, How, When, and By Whom? CHI (2021)
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 D. Dey, Julie M. Gregg, Ted Grover, Stephen M. Mattingly, Shayan Mirjafari, Edward Moskal, Aaron Striegel, Nitesh V. Chawla
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being. CoRR (2020)
Poorna Talkad Sukumar, Gonzalo J. Martínez, Ted Grover, Gloria Mark, Sidney K. D'Mello, Nitesh V. Chawla, Stephen M. Mattingly, Aaron D. Striegel
Characterizing Exploratory Behaviors on a Personal Visualization Interface Using Interaction Logs. EuroVis (Short Papers) (2020)
Louis Faust, Keith Feldman, Stephen M. Mattingly, David Hachen, Nitesh V. Chawla
Deviations from normal bedtimes are associated with short-term increases in resting heart rate. npj Digit. Medicine 3 (2020)
Xian Wu, Stephen M. Mattingly, Shayan Mirjafari, Chao Huang, Nitesh V. Chawla
Personalized Imputation on Wearable-Sensory Time Series via Knowledge Transfer. CIKM (2020)
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
Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams. PerCom Workshops (2020)
Gonzalo J. Martínez, Stephen M. Mattingly, Shayan Mirjafari, Subigya K. Nepal, Andrew T. Campbell, Anind K. Dey, Aaron D. Striegel
On the Quality of Real-world Wearable Data in a Longitudinal Study of Information Workers. PerCom Workshops (2020)
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
Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
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
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. 3 (4) (2019)
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
Social Media as a Passive Sensor in Longitudinal Studies of Human Behavior and Wellbeing. CHI Extended Abstracts (2019)
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
Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior. ACII (2019)
Koustuv Saha, Manikanta D. Reddy, Stephen M. Mattingly, Edward Moskal, Anusha Sirigiri, Munmun De Choudhury
LibRA: On LinkedIn based Role Ambiguity and Its Relationship with Wellbeing and Job Performance. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
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
Multimodal Sensing of Information Workers. CHI Extended Abstracts (2019)
Kamil A. Alotaibi, Jay M. Rosenberger, Stephen M. Mattingly, Raghavendra Kumar Punugu, Siriwat Visoldilokpun
Unmanned aerial vehicle routing in the presence of threats. Comput. Ind. Eng. 115 (2018)
Rachael Purta, Stephen M. Mattingly, Lixing Song, Omar Lizardo, David Hachen, Christian Poellabauer, Aaron Striegel
Experiences measuring sleep and physical activity patterns across a large college cohort with fitbits. ISWC (2016)