Harnessing Generative UI for Education: Tailored Learning Interactives

2026-09-17

AI Summary

研究利用Gemini的生成式UI能力，构建定制化的互动学习模拟，解决互动体验设计成本高、教育效果不佳的问题。

Abstract

It is well established that students learn best through active engagement, particularly via interactive experiences tied to real-world concepts. Creating such experiences, however, typically requires labor-intensive design, costly development, and continuous teacher guidance to achieve measurably effective outcomes. Recent advances in generative UI open the door for a future of practice where the creation of tailored interactive experiences is automated. However, off-the-shelf models lack optimization for pedagogical precision and learning principles, often yielding unsatisfactory results for complex pedagogical constructs. To address these limitations, we present learning interactives, a structured framework leveraging the generative UI capabilities of Gemini to construct effective customized interactive simulations. We evaluate our approach through both an initial study with educators as well as a pedagogical rating of a varied set of simulations by expert teachers.

Problem

• Generative UI
• Customized Interactive Experiences
• Pedagogical Precision

Innovation

• Generative UI
• Tailored Learning Interactives
• Pedagogical Precision