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基于校园行为数据分析的学生画像系统初步构建研究 被引量:7

Research on the Preliminary Construction of Student Portrait System based on Campus Behavior Data Analysis
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摘要 随着互联网的普及与推广,各大高校的教学与管理都实现了信息化。学生行为数据能够全面、系统地反映出大学生的行为规律和特征。面对海量的校园数据,如何从中有效挖掘、筛选有价值的信息,已成为提升学生工作信息化管理水平的重要内容。基于校园行为数据分析的学生画像系统,以大学生各种行为数据为基础,对数据进行动态更新、实时处理、综合分析。通过“七观”与“六维”方法将思想与行为相关联,实现对学生思想特征“画像”,对学生不良情况进行预警,提升学生工作管理水平,为高校教育教学、教育管理的决策和规划提供更加可靠的依据。 With the popularization of the Internet,the teaching and management of colleges and universities have achieved informatization.The behavior data of students can comprehensively and systematically reflect the behavior rules and characteristics of college students.Facing the massive campus data,how to effectively mine and screen valuable information has become an important content to improve the information-based management level of student work.This paper mainly introduces the student portrait system based on the analysis of the campus behavior data.Based on the various behavior data of college students,the data is dynamically updated,processed in real time and comprehensively analyzed.Through the method of"seven views"and"six dimensions",the thoughts and behaviors are linked to realize the"portrait"of the students'ideological characteristics,the early warning of the students'bad situation and the improvement of the management of students'work so as to provide a more reliable basis for the decision-making and planning of university education and management.
作者 杨光莹 杜敏 杨东梅 孔静 施明毅 YANG Guang-ying;DU Min;YANG Dong-mei;KONG Jing;SHI Ming-yi(Chengdu University of traditional Chinese Medicine,Chengdu,Sichuan 611137,China)
机构地区 成都中医药大学
出处 《教育教学论坛》 2020年第41期44-45,共2页 Education And Teaching Forum
基金 成都中医药大学“杏林学者”辅导员专项(FDY2019010),党建与思政专项(DJZX2019007) 国家大学生创新创业训练计划资助项目(201851011029)。
关键词 校园行为数据 数据化 学生画像 学生管理 campus behavior data digitalization student portrait student management
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