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20242026
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cs.HC2026

The Landscape of Misinformation Literacy Games: A Systematic Mapping Review of Game Designs and Evaluation Practices

Omed Abed, Smi Hinterreiter, Sijia Guo +3

This systematic mapping review examines 54 gamified interventions aimed at combating misinformation. We analyze the theoretical frameworks, game design, and media contexts of acade…

cs.HC2026

HRGuard: Gating Relationship Manipulation in Multi-Turn Agentic AI Conversations

Pei-Sze Tan, Tasuku Igarashi, Isao Echizen

Agentic AI assistants are increasingly used in everyday life. However, they may also be misused to support harmful manipulation in interpersonal relationships. This problem is role…

cs.HC2026

Visual Indicators to Increase the Detection of Linguistic Media Bias

Smi Hinterreiter, Anna Chelsea Bahß, Ann-Christin Gah +3

The influence of linguistic bias in online news articles is a growing concern, particularly in the context of shaping public opinion and rising political polarization. While there…

cs.HC2026

Agentic Relationship Harm: Benchmarking and Gating Relational Manipulation in AI Agents

Pei-Sze Tan, Tasuku Igarashi, Isao Echizen

AI agents built on large language models can assist not only legitimate tasks but also relational manipulation. AI agents can be used to help a user maintain a deceptive identity,…

cs.HC2026

Eyes Can't Always Tell: Fusing Eye Tracking and User Priors for User Modeling under AI Advice Conditions

Xin Sun, Shu Wei, Ting Pan +5

Modeling users' cognitive states (e.g., cognitive load and decision confidence) is essential for building adaptive AI in high-stakes decision-making. While eye tracking provides no…

cs.HC2024

NewsUnfold: Creating a News-Reading Application That Indicates Linguistic Media Bias and Collects Feedback

Smi Hinterreiter, Martin Wessel, Fabian Schliski +3

Media bias is a multifaceted problem, leading to one-sided views and impacting decision-making. A way to address digital media bias is to detect and indicate it automatically throu…

cs.HC2024

News Ninja: Gamified Annotation of Linguistic Bias in Online News

Smi Hinterreiter, Timo Spinde, Sebastian Oberdörfer +2

Recent research shows that visualizing linguistic bias mitigates its negative effects. However, reliable automatic detection methods to generate such visualizations require costly,…