Dark patterns in e-commerce: a dataset and its baseline evaluations
September 11, 2025
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Yukiharu Yada, J. Feng, Tsuneo Matsumoto, Naotake Fukushima, Fuyuko Kido, H. Yamana
This research constructed a dataset for dark pattern detection and achieved high accuracy (0.975) using state-of-the-art machine learning methods like RoBERTa. The dataset and source codes are available on GitHub.
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