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Mingyuan Zhang

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#explainable ai Book Open access Sep 2026

From Assistance to Affective Co-Driving: Novice Drivers’ Emotional Needs and Design Expectations for In-Vehicle AI Agents

As AI becomes increasingly embedded in intelligent cockpits, human-vehicle interaction is shifting from task assistance toward affective and collaborative driving experiences. Yet little is known about what emotional support drivers expect from in-vehicle AI agents or how these expectations can inform design. We conduc...

Wei Gong, Ming-Yuan Zhang, Mei-Cheng Liu et al. · 0 citations
Open access 2026

The Interplay of Gender and Anthropomorphism in AI Avatar Design: An Empirical Study on User Experience in Financial Contexts

This study contributes by providing nuanced and context-sensitive evidence that explores the applicability of gender in professional AVA design and clarifies the boundary conditions of anthropomorphism's benefits.

Ziyi Chen, Meichen Liu, Mingyuan Zhang et al. · 0 citations

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