Polite chatbot feedback lowers psychological reactance and boosts behavioral intentions but lacks engagement, whereas verbal leakage heightens surprise and engagement at the expense of increased reactance.
Za- mil Adib, Mona Alhasani, and Rita Orji
6 Pith papers cite this work. Polarity classification is still indexing.
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NexusAI decomposes LLM inspirations into navigable functional fragments and abstractions to improve creative design space exploration, with a user study showing reduced cognitive overhead.
All five AI companion apps use substantial dark patterns for monetization and engagement, prevalent erotica and gamification, and highly anthropomorphic designs that may foster parasocial relationships.
WCAG guidelines flag three deceptive patterns—countdown timers, auto-play, and hidden information—as violations, providing a legal and design route to limit manipulative interfaces.
A systematic review of user experiments finds that dark patterns reliably alter behavior with large variance in effect sizes, most interventions fail to mitigate them, and effects are similar across tested demographic groups.
citing papers explorer
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Polite But Boring? Trade-offs Between Engagement and Psychological Reactance to Chatbot Feedback Styles
Polite chatbot feedback lowers psychological reactance and boosts behavioral intentions but lacks engagement, whereas verbal leakage heightens surprise and engagement at the expense of increased reactance.
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NexusAI: Enabling Design Space Exploration of Ideas through Cognitive Abstraction and Functional Decomposition
NexusAI decomposes LLM inspirations into navigable functional fragments and abstractions to improve creative design space exploration, with a user study showing reduced cognitive overhead.
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Playing Games with My Heart: An Evaluation of AI Companion Apps
All five AI companion apps use substantial dark patterns for monetization and engagement, prevalent erotica and gamification, and highly anthropomorphic designs that may foster parasocial relationships.
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Access Over Deception: Fighting Deceptive Patterns through Accessibility
WCAG guidelines flag three deceptive patterns—countdown timers, auto-play, and hidden information—as violations, providing a legal and design route to limit manipulative interfaces.
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A Systematic Review of User Experiments Measuring the Effects of Dark Patterns
A systematic review of user experiments finds that dark patterns reliably alter behavior with large variance in effect sizes, most interventions fail to mitigate them, and effects are similar across tested demographic groups.
- PrivacyMotiv: Vulnerability-Centered Persona Journeys for Empathic Privacy Reviews in UX Design