[1]耿玉清 张春生.一种试卷分析及数据挖掘系统的开发[J].计算机技术与发展,2010,(10):241-245.
GENG Yu-qing,ZHANG Chun-sheng.Development of Test Paper Analysis and Data Mining System[J].,2010,(10):241-245.
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一种试卷分析及数据挖掘系统的开发(
)
《计算机技术与发展》[ISSN:1006-6977/CN:61-1281/TN]
- 卷:
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- 期数:
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2010年10期
- 页码:
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241-245
- 栏目:
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应用开发研究
- 出版日期:
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1900-01-01
文章信息/Info
- Title:
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Development of Test Paper Analysis and Data Mining System
- 文章编号:
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1673-629X（2010）10-0241-05
- 作者:
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耿玉清1 张春生2
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[1]科尔沁艺术职业学院计算机系[2]内蒙古民族大学计算机科学与技术学院
- Author(s):
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GENG Yu-qing; ZHANG Chun-sheng
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[1]Department of Computer,Kerqin Art Vocational College of Inner Mongolia[2]College of Computer Science and Technology,Inner Mongolia University for Nationalities
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- 关键词:
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试卷分析; 指标; 数据挖掘; 统计学
- Keywords:
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test paper analysis; target; data mining; statistics
- 分类号:
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G434
- 文献标志码:
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A
- 摘要:
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应用统计学和数据挖掘技术,根据学生的试卷成绩进行分析,得出面向试题本身的一般质量统计指标,进行正态分布判断并输出成绩分布图,同时可以根据分析结果给出试卷评语。还可以面向教师出题情况进行分析,判断教师是否有漏题,违纪提分的可能性,并可以对一个班级不同课程,不同班级同一课程进行比较。同时利用数据挖掘技术,对学生成绩进行修补,异常成绩发现,分类,聚类,关联规则挖掘等。文中详细论述了试卷分析中各项技术的意义及实现方法
- Abstract:
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Applying statistics and data mining,analyze students＇ paper marks and get the general statistical quality data oriented to test itself to judge normal distribution and draw out the distribution diagram of marks.Also,make the paper reviews on the basis of the results of analysis,and analyze test papers by teachers and judge the possibility that teachers disclose questions or raising marks against discipline,and make comparisons among different courses within one class and on one course in different classes.Meanwhile,use data mining to repair results of students＇ marks,discover,classify and cluster the abnormal results and mine association rules,etc.This paper demonstrates in detail the significance and the implementing method of technologies in the analysis of test paper
备注/Memo
- 备注/Memo:
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内蒙古人才基金资助项目（第8批）; 内蒙古教育科研项目（NJZY07140）耿玉清（1961-）,女,内蒙古通辽人,副教授,研究方向为数据库技术、计算机应用、计算机教学
更新日期/Last Update:
1900-01-01