Media Content Atlas: A Pipeline to Explore and Investigate Multidimensional Media Space using Multimodal LLMs.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025
Alone Together, Together Alone: The Effects of Social Context on Nonverbal Behavior in Virtual Reality.
Presence Teleoperators Virtual Environ., 2024
Personality Differences Drive Conversational Dynamics: A High-Dimensional NLP Approach.
CoRR, 2024
Color-Encoded Links Improve Homophily Perception in Node-Link Diagrams.
IEEE Trans. Vis. Comput. Graph., December, 2023
Lollipops Help Align Visual and Statistical Fit Estimates in Scatterplots With Nonlinear Models.
IEEE Trans. Vis. Comput. Graph., July, 2023
Media Production on Smartphones: Analysis of the Timing, Content, and Context of Message Production Using Real-World Smartphone Use Data.
Cyberpsychology Behav. Soc. Netw., May, 2023
People, places, and time: a large-scale, longitudinal study of transformed avatars and environmental context in group interaction in the metaverse.
J. Comput. Mediat. Commun., 2023
Identification, Impacts, and Opportunities of Three Common Measurement Considerations when using Digital Trace Data.
CoRR, 2023
A Large-Scale Study of Proxemics and Gaze in Groups.
Proceedings of the IEEE Conference Virtual Reality and 3D User Interfaces, 2023
Visual Model Fit Estimation in Scatterplots: Influence of Amount and Decentering of Noise.
IEEE Trans. Vis. Comput. Graph., 2021
Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them.
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Hum. Comput. Interact., 2021
The idiosyncrasies of everyday digital lives: Using the Human Screenome Project to study user behavior on smartphones.
Comput. Hum. Behav., 2021
tsfeaturex: An R Package for Automating Time Series Feature Extraction.
J. Open Source Softw., 2019
Guess What's on my Screen? Clustering Smartphone Screenshots with Active Learning.
CoRR, 2019
Using Screenshots to Predict Task Switching on Smartphones.
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Socioemotional Dynamics of Emotion Regulation and Depressive Symptoms: A Person-Specific Network Approach.
Complex., 2018
Text extraction and retrieval from smartphone screenshots: building a repository for life in media.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018
How are you feeling?: A personalized methodology for predicting mental states from temporally observable physical and behavioral information.
J. Biomed. Informatics, 2017
Text Extraction from Smartphone Screenshots to Archive in situ Media Behavior.
Proceedings of the Knowledge Capture Conference, 2017
Modeling Individual-Level Infection Dynamics Using Social Network Information.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages.
J. Biomed. Informatics, 2014
On the ground validation of online diagnosis with Twitter and medical records.
Proceedings of the 23rd International World Wide Web Conference, 2014
Two Sides of a Coin: Separating Personal Communication and Public Dissemination Accounts in Twitter.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014
Discovering health-related knowledge in social media using ensembles of heterogeneous features.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Automatic search for fMRI connectivity mapping: An alternative to Granger causality testing using formal equivalences among SEM path modeling, VAR, and unified SEM.
NeuroImage, 2010