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Heinrich Peters
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Investigating the relationships between mobility behaviours and indicators of subjective well–being using smartphone–based experience sampling and GPS tracking
SR Müller, H Peters, SC Matz, W Wang, GM Harari
European Journal of Personality 34 (5), 714-732, 2020
482020
Depression predictions from GPS-based mobility do not generalize well to large demographically heterogeneous samples
SR Müller, X Chen, H Peters, A Chaintreau, SC Matz
Scientific Reports 11 (1), 14007, 2021
302021
Construction and validation of a game-based intelligence assessment in Minecraft
H Peters, A Kyngdon, D Stillwell
Computers in Human Behavior 119, 106701, 2021
282021
Regional personality differences predict variation in early COVID-19 infections and mobility patterns indicative of social distancing.
H Peters, FM Götz, T Ebert, SR Müller, PJ Rentfrow, SD Gosling, ...
Journal of Personality and Social Psychology 124 (4), 848, 2023
23*2023
The potential of generative AI for personalized persuasion at scale
SC Matz, JD Teeny, SS Vaid, H Peters, GM Harari, M Cerf
Scientific Reports 14 (1), 4692, 2024
142024
Large language models can infer psychological dispositions of social media users
H Peters, S Matz
arXiv preprint arXiv:2309.08631, 2023
82023
The Big Data toolkit for psychologists: Data sources and methodologies.
H Peters, Z Marrero, SD Gosling
American Psychological Association, 2022
62022
Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics
SC Matz, CS Bukow, H Peters, C Deacons, A Dinu, C Stachl
Scientific Reports 13 (1), 5705, 2023
52023
Predicting future location categories of users in a large social platform
RA Baten, Y Liu, H Peters, F Barbieri, N Shah, L Neves, MW Bos
Proceedings of the International AAAI Conference on Web and Social Media 17 …, 2023
32023
Machine learning in recruiting: predicting personality from CVs and short text responses
E Grunenberg, H Peters, MJ Francis, MD Back, SC Matz
Frontiers in Social Psychology 1, 1290295, 2024
2024
Context-Aware Prediction of User Engagement on Online Social Platforms
H Peters, Y Liu, F Barbieri, RA Baten, SC Matz, MW Bos
arXiv preprint arXiv:2310.14533, 2023
2023
Generalizable Error Modeling for Search Relevance Data Annotation Tasks
H Peters, A Hashemi, J Rae
arXiv preprint arXiv:2310.05286, 2023
2023
Model Share AI: An Integrated Toolkit for Collaborative Machine Learning Model Development, Provenance Tracking, and Deployment in Python
H Peters, M Parrott
arXiv preprint arXiv:2309.15719, 2023
2023
Sensory substitution can improve decision-making
H Peters, SC Matz, M Cerf
Computers in Human Behavior 146, 107797, 2023
2023
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Articles 1–14