大学化学2026，Vol.41Issue(9)：355-365,11.DOI:10.12461/PKU.DXHX202509051
物理化学实验报告智能评分系统的设计及其在教学中的应用
Design of an intelligent scoring system for physical chemistry experiment reports and its application in teaching
摘要
Abstract
In the context of smart education and AI-enhanced teaching,this study developed an intelligent scoring system for physical chemistry experiment reports and implemented it in teaching practice.The system enables automated evaluation and intelligent analysis of student reports while providing learning analytics feedback.Through two semesters of practical application,the system has demonstrated significant improvements in grading efficiency,reduced feedback turnaround time,and maintained high levels of objectivity and accuracy in assessment.This paper details the system's design principles,architecture,and practical implementation,along with an evaluation of its performance and future prospects.The findings offer valuable insights for applying artificial intelligence in higher education,particularly in STEM experimental instruction.关键词
物理化学实验/人工智能技术/实验报告智能评分系统/智慧教育Key words
Physical chemistry experiment/Artificial intelligence technology/Intelligent scoring system for experiment reports/Smart education分类
社会科学引用本文复制引用
邵松雪,张钊源,沈海云,邱丽娟,于曦,朱莉娜..物理化学实验报告智能评分系统的设计及其在教学中的应用[J].大学化学,2026,41(9):355-365,11.基金项目
天津大学实验室建设与管理改革项目(LAB2025-07) （LAB2025-07）
产学合作协同育人项目(2502244815) （2502244815）
