EZYer: A simulacrum of high school with generative agent

TL;DR

EZYer is an advanced educational simulation platform that uses generative agents to create high-quality, interactive high school mathematics courseware and notes, enhancing online education with structured content and pedagogical interactivity.

Contribution

This paper introduces EZYer, a novel generative agent system for high school education that integrates multiple modules for content creation, interaction, and quality control, improving upon existing educational tools.

Findings

EZYer-generated content scores high on accuracy and coverage.

The system produces high-quality Beamer presentations and notes.

EZYer's content quality is validated as excellent across multiple models.

Abstract

With the rapid development of the online education and large language model, the existing educational tools still suffer from incomplete service, insufficient performance and weak interactivity in terms of courseware generation, interactive notes and quality assurance of content. In particular, the proposed generative agent EZYer : 1) Teacher Module: Integrating the Text Corpus retrieval and in-depth generation technologies, it automatically generates structured teaching materials and LaTeX Beamer courseware in line with the high school mathematics syllabus and supports user-defined image insertion. 2) Student Module: Throughout the collaborative interaction of the four roles of Teacher, Assistant, Top Student and Struggling Student, Note Taker summarizes and generates academic notes to enhance the depth and interest of learning. 3) Controller: set up keyword filtering system, content scoring system, role co-validation system, and dynamic content correction system. This ensure academic strictness and pedagogical propriety of EZYer inputs and outputs. In order to evaluate EZYer, this paper designs five-dimensional evaluation indexes of content accuracy, knowledge coverage, usability, formatting correctness and visual design and appeal, and scores 100 Beamer and Notes generated by EZYer by five large language models, separately, and the results show that the quality of EZYer-generated content is excellent and has a good application prospect.