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Scaling up Psychology via Scientific Regret Minimization: A Case Study in Moral Decisions
In this paper, we offer a way to enable researchers to systematically build models and identify novel phenomena in large datasets.
Using Machine Learning to Guide Cognitive Modeling: A Case Study in Moral Reasoning
Large-scale behavioral datasets enable researchers to use complex machine learning algorithms to better predict human behavior, yet this increased predictive power does not always lead to a better understanding of the behavior in question.
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