As vehicles become increasingly automated, the driver’s role is shifting from active controller to passive supervisor. Automation reduces manual effort, but it also introduces the risk of disengagement and decreased situational awareness. This paper presents EchoDrive, a gamified in-cabin system designed to support sit...
Julia Podlipensky, Vanessa Scherer, Monika Szuban et al.· Adjunct Proceedings of the 1...· 0 citations
Driver emotions such as stress, frustration, and anxiety are associated with riskier behavior and reduced situational awareness, motivating in-vehicle systems that regulate affect in real time. However, emotion-only approaches capture how a driver feels, but not why, limiting appropriate support delivery. We present Em...
Laura Radetzky, Krishnakant Shedge, Krishnaben Patel et al.· Adjunct Proceedings of the 1...· 0 citations
This Work-in-Progress examines whether personality-informed prompting changes perceived LLM emotional support in driving scenarios designed to elicit stress. A condition-order-balanced, within-subject CARLA simulator study (n = 14) compared a baseline with a Driver Personality Profile (DPP) condition; a supplementary o...
Max Mittelstädt, Ece Sutanrikulu, Lumbardh Ljatifi et al.· Adjunct Proceedings of the 1...· 0 citations
As vehicles progress toward higher levels of autonomy, human–vehicle interaction will increasingly shift from driving-related tasks toward conversational engagement, highlighting the importance of conversational agent design. This paper presents a multi-method investigation of user-centered and brand-consistent visuali...
Esther Carolina Kaehne, Ignacio J. Alvarez· Adjunct Proceedings of the 1...· 0 citations
This Work-in-Progress examines whether personality-informed prompting changes perceived LLM emotional support in driving scenarios designed to elicit stress. A condition-order-balanced, within-subject CARLA simulator study (n = 14) compared a baseline with a Driver Personality Profile (DPP) condition; a supplementary o...
Max Mittelstädt, Ece Sutanrikulu, Lumbardh Ljatifi et al.· Adjunct Proceedings of the 1...· 0 citations
Overall, multimodal explanations appear beneficial, particularly during initial use, but should adapt to user needs and context, but should adapt to user needs and context.
Ignacio J. Alvarez, Tobias Seidl· Adjunct Proceedings of the 1...· 0 citations
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