StudentLife: assessing mental health, academic performance and behavioral trends of college students using smartphones. - Rui Wang 016; Fanglin Chen; Zhenyu Chen 003; Tianxing Li 001; Gabriella M. Harari; Stefanie Tignor; Xia Zhou; Dror Ben-Zeev; Andrew T. Campbell (UbiComp, 2014)

SmartGPA: how smartphones can assess and predict academic performance of college students. - Rui Wang 016; Gabriella M. Harari; Peilin Hao; Xia Zhou; Andrew T. Campbell (UbiComp, 2015)

Personality Impressions of World of Warcraft Players Based on Their Avatars and Usernames: Consensus but No Accuracy. - Gabriella M. Harari; Lindsay T. Graham; Samuel D. Gosling (Int. J. Gaming Comput. Mediat. Simulations, 2015)

StudentLife: Using Smartphones to Assess Mental Health and Academic Performance of College Students. - Rui Wang 016; Fanglin Chen; Zhenyu Chen 003; Tianxing Li 001; Gabriella M. Harari; Stefanie Tignor; Xia Zhou; Dror Ben-Zeev; Andrew T. Campbell (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

Participants' compliance and experiences with self-tracking using a smartphone sensing app. - Gabriella M. Harari; Weichen Wang 001; Sandrine R. Müller; Rui Wang 016; Andrew T. Campbell (UbiComp/ISWC Adjunct, 2017)

Using human raters to characterize the psychological characteristics of GPS-based places. - Sandrine R. Müller; Gabriella M. Harari; Abhinav Mehrotra; Sandra C. Matz; Poruz Khambatta; Mirco Musolesi; Cecilia Mascolo; Samuel D. Gosling; Peter J. Rentfrow (UbiComp/ISWC Adjunct, 2017)

Patterns of behavior change in students over an academic term: A preliminary study of activity and sociability behaviors using smartphone sensing methods. - Gabriella M. Harari; Samuel D. Gosling; Rui Wang 016; Fanglin Chen; Zhenyu Chen 003; Andrew T. Campbell (Comput. Hum. Behav., 2017)

Understanding the Role of Places and Activities on Mobile Phone Interaction and Usage Patterns. - Abhinav Mehrotra; Sandrine R. Müller; Gabriella M. Harari; Samuel D. Gosling; Cecilia Mascolo; Mirco Musolesi; Peter J. Rentfrow (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Inference of Big-Five Personality Using Large-scale Networked Mobile and Appliance Data. - Catherine Tong; Gabriella M. Harari; Angela Chieh; Otmane Bellahsen; Matthieu Vegreville; Eva Roitmann; Nicholas D. Lane (MobiSys, 2018)

Sensing Behavioral Change over Time: Using Within-Person Variability Features from Mobile Sensing to Predict Personality Traits. - Weichen Wang 001; Gabriella M. Harari; Rui Wang 016; Sandrine R. Müller; Shayan Mirjafari; Kizito Masaba; Andrew T. Campbell (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Modeling Personality vs. Modeling Personalidad: In-the-wild Mobile Data Analysis in Five Countries Suggests Cultural Impact on Personality Models. - Mohammed Khwaja; Sumer S. Vaid; Sara Zannone; Gabriella M. Harari; A. Aldo Faisal; Aleksandar Matic (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Social Sensing: Assessing Social Functioning of Patients Living with Schizophrenia using Mobile Phone Sensing. - Weichen Wang 001; Shayan Mirjafari; Gabriella M. Harari; Dror Ben-Zeev; Rachel Brian; Tanzeem Choudhury; Marta Hauser; John Kane 001; Kizito Masaba; Subigya Nepal; Akane Sano; Emily A. Scherer; et al. (CHI, 2020)

Multi-Modal Data Collection for Measuring Health, Behavior, and Living Environment of Large-Scale Participant Cohorts: Conceptual Framework and Findings from Deployments. - Congyu Wu; Hagen Fritz; Zoltán Nagy 002; Juan P. Maestre; Edison Thomaz; Christine Julien 001; Darla M. Castelli; Kaya de Barbaro; Gabriella M. Harari; R. Cameron Craddock; Kerry A. Kinney; Samuel D. Gosling; et al. (CoRR, 2020)

Improving Prediction of Real-Time Loneliness and Companionship Type Using Geosocial Features of Personal Smartphone Data. - Congyu Wu; Amanda N. Barczyk; R. Cameron Craddock; Gabriella M. Harari; Edison Thomaz; Jason D. Shumake; Christopher G. Beevers; Samuel D. Gosling; David M. Schnyer (CoRR, 2020)

Social media use is predictable from app sequences: Using LSTM and transformer neural networks to model habitual behavior. - Heinrich Peters; Joseph B. Bayer; Sandra C. Matz; Yikun Chi; Sumer S. Vaid; Gabriella M. Harari (Comput. Hum. Behav., 2024)

Alone Together, Together Alone: The Effects of Social Context on Nonverbal Behavior in Virtual Reality. - Eugy Han; Cyan DeVeaux; Mark Roman Miller; Gabriella M. Harari; Jeffrey T. Hancock; Nilam Ram; Jeremy N. Bailenson (Presence Teleoperators Virtual Environ., 2024)

Personalized Emotion Detection from Floor Vibrations Induced by Footsteps. - Yuyan Wu; Yiwen Dong 001; Sumer S. Vaid; Gabriella M. Harari; Hae Young Noh (CoRR, 2025)