| 摘 要: 目前高校普遍采用学生管理信息系统对学生开展日常和教学管理，此类常规管理系统仅具有简单的数据记录和查询功能，现代学徒制是日渐兴起的新型人才培养模式，现有信息系统不能满足新模式对学生学情全面、动态化的管理需求。本文研究设计的信息系统开发主要使用Python语言，并应用机器学习算法实现对学生学情变化的智能判别和推送，从而有助于教育者及时掌握和纠偏学生的学习行为。 |
| 关键词: 现代学徒制；学生管理；信息系统 |
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中图分类号: TP311
文献标识码: A
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| 基金项目: 南宁职业技术学院2019年度校级教育教学质量工程项目“现代学徒制试点专项-工业机器人技术专业”. |
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| Design and Implementation of Intelligent Student Management Information System for Modern Apprenticeship |
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LIU Qing, WEI Yaman, ZHANG Zhenhua, MO Mingshao
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(School of Intelligent Manufacturing, Nanning College for Vocational Technology, Nanning 530008, China )
15054660@qq.com; yamanwei@qq.com; zhang.zhenhua@qq.com; 157345791@qq.com
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| Abstract: At present, student management information systems are widely used for daily students and teaching management. This kind of systems only offers simple functions of data record and inquiry, which cannot meet the overall and dynamic management needs of the new modern apprenticeship model. This paper proposes to develop an information system, using Python and machine learning algorithms to realize intelligent judging and push notification of students' learning state. This system helps education providers to have a better understanding of students' learning and makes their learning experience improved in time. |
| Keywords: modern apprenticeship; student management; information system |
