Storypark: Leveraging Large Language Models to Enhance Children Story Learning Through Child-AI collaboration Storytelling
<|reference_start|>Storypark: Leveraging Large Language Models to Enhance Children Story Learning Through Child-AI collaboration Storytelling: Interactive storytelling has been widely adopted by educators in teaching activities of young children. Such a teaching method combines storytelling with active child participation, benefiting their expressive abilities, creative thinking, and understanding of stories. Interactive storytelling requires facilitators to unidirectionally narrate the story content and encourage children's participation in story plot creation and interpretation of central themes through multi-sensory interactive methods such as questioning and drawing. However, providing tailored guidance based on diverse feedback from children during interactive storytelling poses challenges for most facilitators. These challenges include expanding story plot development based on children's ideas, using drawings to visualize children's thoughts, and interpreting the story's central themes based on children's thinking. This necessitates facilitators to possess strong imaginative, associative, domain knowledge, and drawing skills. Large language models have demonstrated their potential in facilitating responsive and participatory dialogues, offering new design possibilities to address the challenges faced by facilitators in interactive storytelling. In this study, our goal is to leverage large language models to design an interactive storytelling system that provides children with plot frameworks and interpretations of central themes during the interactive storytelling process. Through user experiments involving 20 child participants, we evaluate this interactive system's usability, learning effectiveness, and user experience. The user study shows that Storypark improves learning outcomes in understanding story key ideas, generalization, and transfer. And high engagement and willingness to use of participants demonstrate that StoryPark provides children with a positive learning experience.<|reference_end|>
@article{ye2024storypark:,
    title={Storypark: Leveraging Large Language Models to Enhance Children Story
  Learning Through Child-AI collaboration Storytelling},
    author={Lyumanshan Ye, Jiandong Jiang, Danni Chang, Pengfei Liu},
    journal={arXiv preprint arXiv:2405.06495},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.06495},
    primaryClass={cs.HC}
}