现代信息科技2026，Vol.10Issue(9)：187-190,4.DOI:10.19850/j.cnki.2096-4706.2026.09.034
实验"全流程"数智化管理的探索与实践
Exploration and Practice of"Full-process"Digital and Intelligent Management in Experimentation
摘要
Abstract
In the era of digital intelligence,new requirements have been put forward for the comprehensive quality evaluation of higher education.Based on the background of information science experimental teaching,an experimental teaching information management platform integrating Artificial Intelligence technology has been constructed,aiming to achieve multi-dimensional,process-oriented and scientific teaching evaluation.The paper firstly analyzes the problems of low management efficiency in current experimental teaching,and proposes a front-end and back-end separation platform based on Vue and Spring Boot frameworks.This platform integrates DeepSeek AI intelligent Q&A,SimHash text plagiarism detection,automated report generation,and Echarts data visualization,supporting full process digital management of pre experiment preparation,experiment process monitoring,and post experiment evaluation feedback.This platform not only improves the efficiency and standardization of teaching process management,but also achieves personalized learning support and scientific evaluation through AI technology,providing certain reference significance for the digital transformation of experimental teaching in universities.关键词
数智时代/实验教学/AI智能答疑/全流程Key words
digital-intelligent era/experimental teaching/AI Q&A/full process分类
信息技术与安全科学引用本文复制引用
李乳演,溪利亚,李艳,阳威..实验"全流程"数智化管理的探索与实践[J].现代信息科技,2026,10(9):187-190,4.基金项目
2024 年校级实验技术研究项目:数智时代的计算机课程实验信息管理平台设计与实现(SY202402) （SY202402）
2024 年校级教学改革研究项目:AI 沉浸式实践教学模式研究(2024Z03) （2024Z03）
2024 年湖北省新工科建设项目:新工科实践基地建设"数字孪生创新实践人才培养基地"(XGK04069) （XGK04069）
