期刊文献+

高职教育数据挖掘探讨与实践研究

Discussion and practice research of data mining in higher vocational education
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摘要 结合高职院校教育大数据,分析并探索适合教育数据挖掘的工具和算法,对学生成绩数据进行简单挖掘,发现适合学生学习规律的课程体系,为教育管理者和教师提供良好的指导措施。 This paper analyzes tools and algorithms suitable for educational data mining in combination with the big data of education in higher vocational colleges. It makes a simple excavation of the students ' grade data and finds a curriculum system that suits students' learning rules and provides good guidance for education managers and teachers.
出处 《黑龙江科学》 2017年第23期62-63,共2页 Heilongjiang Science
关键词 数据挖掘 大数据 实践 Data mining Big data Practice
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  • 1黄荷.今日谈:大数据时代降临[J].半月谈,2012,(17).
  • 2Siemens,GlstInternational Conferenceon Learning Analyticsand Knowledge 2011 [EB/OL].<https ://tekri.athabascau.ca/ analytics/about.〉.
  • 3Johnson,L.,Adams,S.,andCummins,M.(2012).TheNMCHorizon Report: 2012 Higher EducationEdition.Austin,Texas:TheNewMediaConsortium.
  • 4Baepler,P.& Murdoch, C. J.(2010). Academic Analytics andData Mining in Higher Education. International Journal forthe Scholarship of Teaching and Learning, 4(2). 170-178.
  • 5Chen.E.,Heritage,M.&Lee,J.Identifying and MonitoringStudents, Learning Needs With Technology[J].Journal of Education for Students Placed at Risk,2010(3):309-332.
  • 6Romero& Ventura. Educational Data Mining;A Survey from1995 to 2005[J]. Expert Systems with Applications.2007,(33):125-146.
  • 7Romero,C.,Ventura, S.,& Garcia, E. (2005). Data mining incourse management systems: Moodle case study and tutorial.Computers & Education.5 1(1),368-384.
  • 8葛道凯,张少刚,魏顺平.教育数据挖掘:方法与应用[M].北京:教育科学出版社,2012:29-30.
  • 9魏顺平.Moodle平台数据挖掘研究——以一门在线培训课程学习过程分析为例[J].中国远程教育,2011(1):24-30. 被引量:39
  • 10顾小清,张进良,蔡慧英.学习分析:正在浮现中的数据技术[J].远程教育杂志,2012,30(1):18-25. 被引量:249

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