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Comparing machine learning methods for predicting dark triad personality traits using social media text data
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DOI：10.1016/j.jrp.2025.104690.png)
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Abstract
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• New scales show people reliably differ in how they prefer to resolve disagreements. • Warm and unassertive personalities favored making concessions and avoiding clashes. • Interpersonal values and problems both predicted preferred disagreement resolutions. • Evolutionary game theory modeled disagreement interactions dynamically over time. • The models show how interactants’ personalities can shape disagreement outcomes.
Keywords:
Dark triad
Personality prediction
Social media text data
Machine learning
Regression models
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