Resume:
Highlighted publications:
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Personalizing persuasive technologies: Explicit and implicit personalization using persuasion profiles
International Journal of Human-Computer Studies, 2015.
https://doi.org/10.1016/j.ijhcs.2014.11.006
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Adaptive persuasive systems: a study of tailored persuasive text messages to reduce snacking
ACM Transactions on Interactive Intelligent Systems (TiiS), 2012.
https://doi.org/10.1145/2209310.2209313
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Powerful and consistent analysis of Likert-type rating scales
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2010.
https://doi.org/10.1145/1753326.1753548
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Can you be persuaded? Individual differences in susceptibility to persuasion
Human-Computer Interaction – INTERACT 2009, 2009.
https://doi.org/10.1007/978-3-642-03655-2_12
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An introduction to modern statistical methods in HCI
Modern Statistical Methods for HCI, 2016.
https://doi.org/10.1007/978-3-319-26633-6_1
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Heterogeneity in the effects of online persuasion
Journal of Interactive Marketing, 2012.
https://doi.org/10.1016/j.intmar.2012.04.002
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Selecting effective means to any end: Futures and ethics of persuasion profiling
International Conference on Persuasive Technology, 2010.
https://doi.org/10.1007/978-3-642-13226-1_9
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Individual differences in persuadability in the health promotion domain
International Conference on Persuasive Technology, 2010.
https://doi.org/10.1007/978-3-642-13226-1_10
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Advancing e-commerce personalization: Process framework and case study
International Journal of Electronic Commerce, 2015.
https://doi.org/10.1080/10864415.2015.1000216
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Persuasion in ambient intelligence
Journal of Ambient Intelligence and Smart Environments, 2010.
https://doi.org/10.3233/AIS-2010-0075
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Bayesian multilevel multivariate logistic regression for superiority decision-making under observable treatment heterogeneity
BMC Medical Research Methodology, 2023.
https://doi.org/10.1186/s12874-023-01914-7
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Analyzing data streams for social scientists
In Handbook of Computational Social Science, 2022.
https://doi.org/10.4324/9781003027749-7
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Decision-making with multiple correlated binary outcomes in clinical trials
Statistical Methods in Medical Research, 2020.
https://doi.org/10.1177/0962280220932962
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Provably efficient exploration in constrained reinforcement learning: Posterior sampling is all you need
arXiv preprint arXiv:2301.12345, 2023.
https://arxiv.org/abs/2301.12345
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Statistics for Data Scientists: An Introduction to Probability, Statistics, and Data Analysis
Springer, 2021.
https://doi.org/10.1007/978-3-030-10531-0