PACEE: Parent-Centered AI Scaffolding for Emotion Education in Early Childhood Conversations
Yu Mei, Xutong Wang, Ziyao Zhang, Yiming Fu, Shiyi Wang, Qingyang Wan, Qinghuan Lan, Chang Liu, Jie Cai, Chun Yu, Yuanchun Shi

TL;DR
PACEE is an AI assistant that helps parents guide emotional development in children aged 3-6 through real-time conversation support and reflection, enhancing engagement and emotional communication.
Contribution
This work introduces PACEE, a novel parent-centered AI scaffolding system for emotion education, focusing on supporting parents rather than direct child interaction.
Findings
PACEE improves parent-child engagement and emotional communication.
Parents report increased confidence and understanding in guiding children's emotions.
System evaluation shows positive impact on emotional development in early childhood.
Abstract
Emotion education is critical for children aged 3 to 6. However, existing technologies largely focus on children's direct interaction with AI, overlooking the central role of parents in guiding early emotional development at home. To address this gap, we conducted co-design sessions with five kindergarten teachers and five parents to identify key parental challenges and opportunities for AI support in family emotion education. Based on these insights, we developed PACEE, an LLM-based assistant designed to support parents in guiding children's emotional development through conversations, rather than directly interacting with children. PACEE provides parent-centered AI scaffolding that supports parents in real-time conversation through personalized guidance, post-hoc reflection through trackable feedback, and understanding children's emotional states through modeling. We evaluated PACEE…
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