Logistic regression with bag-of-words features classifies dark-pattern UI text at 92% accuracy on the public Mathur dataset.
Unmasking Dark Patterns: A Machine Learning Approach to Detecting Deceptive Design in E -commerce Websites,
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Detecting Dark Patterns in User Interfaces Using Logistic Regression and Bag-of-Words Representation
Logistic regression with bag-of-words features classifies dark-pattern UI text at 92% accuracy on the public Mathur dataset.