Sandra C. Matz

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
The Basic B*** Effect: The Use of LLM-based Agents Reduces the Distinctiveness and Diversity of People's Choices.
CoRR
Sandra C. Matz, C. Blaine Horton, Sofie Goethals
2025 — conf
Words reveal wants: How well can simple LLM-based AI agents replicate people's choices based on their social media posts.
UMAP (Adjunct Publication)
Sofie Goethals, Johannes Luther, Sandra C. Matz
2024 J jnl
Do Large Language Models Understand Verbal Indicators of Romantic Attraction?
CoRR
Sandra C. Matz, Heinrich Peters, Paul W. Eastwick, Moran Cerf, Eli J. Finkel
2024 J jnl
Large Language Models Can Infer Personality from Free-Form User Interactions.
CoRR
Heinrich Peters, Moran Cerf, Sandra C. Matz
2024 J jnl
Social Media Use is Predictable from App Sequences: Using LSTM and Transformer Neural Networks to Model Habitual Behavior.
CoRR
Heinrich Peters, Joseph B. Bayer, Sandra C. Matz, Yikun Chi, Sumer S. Vaid, Gabriella M. Harari
2024 J jnl
Social media use is predictable from app sequences: Using LSTM and transformer neural networks to model habitual behavior.
Comput. Hum. Behav.
Heinrich Peters, Joseph B. Bayer, Sandra C. Matz, Yikun Chi, Sumer S. Vaid, Gabriella M. Harari
2023 J jnl
Context-Aware Prediction of User Engagement on Online Social Platforms.
CoRR
Heinrich Peters, Yozen Liu, Francesco Barbieri, Raiyan Abdul Baten, Sandra C. Matz, Maarten W. Bos
2023 J jnl
Large Language Models Can Infer Psychological Dispositions of Social Media Users.
CoRR
Heinrich Peters, Sandra C. Matz
2023 J jnl
Sensory substitution can improve decision-making.
Comput. Hum. Behav.
Heinrich Peters, Sandra C. Matz, Moran Cerf
2023 J jnl
The Impact of Cloaking Digital Footprints on User Privacy and Personalization.
CoRR
Sofie Goethals, Sandra C. Matz, Foster J. Provost, Yanou Ramon, David Martens
2021 J jnl
Explainable AI for Psychological Profiling from Behavioral Data: An Application to Big Five Personality Predictions from Financial Transaction Records.
Inf.
Yanou Ramon, R. A. Farrokhnia, Sandra C. Matz, David Martens
2021 J jnl
Explainable AI for Psychological Profiling from Digital Footprints: A Case Study of Big Five Personality Predictions from Spending Data.
CoRR
Yanou Ramon, Sandra C. Matz, R. A. Farrokhnia, David Martens
2020 J jnl
Using Blockchain to Improve Decision Making That Benefits the Public Good.
Frontiers Blockchain
Moran Cerf, Sandra C. Matz, Aviram Berg
2017 — conf
Using human raters to characterize the psychological characteristics of GPS-based places.
UbiComp/ISWC Adjunct
Sandrine R. Müller, Gabriella M. Harari, Abhinav Mehrotra, Sandra C. Matz, Poruz Khambatta, Mirco Musolesi, Cecilia Mascolo, Samuel D. Gosling, Peter J. Rentfrow