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Research of Study Early-warning Application based on Association Mining

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成果类型:
期刊论文、会议论文
作者:
Liu, Qingtang*;Wu, Linjing;Lu, Jiaojiao
通讯作者:
Liu, Qingtang
作者机构:
[Liu, Qingtang] Huazhong Normal Univ, Engn & Res Ctr Informat Technol Educ, Wuhan 430079, Hubei, Peoples R China.
[Liu, Qingtang; Lu, Jiaojiao; Wu, Linjing] Huazhong Normal Univ, Dept Informat Technol, Wuhan, Peoples R China.
通讯机构:
[Liu, Qingtang] H
Huazhong Normal Univ, Engn & Res Ctr Informat Technol Educ, Wuhan 430079, Hubei, Peoples R China.
语种:
英文
期刊:
KAM: 2008 INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING, PROCEEDINGS
年:
2008
页码:
481-485
会议名称:
International Symposium on Knowledge Acquisition and Modeling
会议时间:
DEC 21-22, 2008
会议地点:
Wuhan, PEOPLES R CHINA
会议主办单位:
[Liu, Qingtang] Huazhong Normal Univ, Engn & Res Ctr Informat Technol Educ, Wuhan 430079, Hubei, Peoples R China.^[Liu, Qingtang;Wu, Linjing;Lu, Jiaojiao] Huazhong Normal Univ, Dept Informat Technol, Wuhan, Peoples R China.
会议赞助商:
IEEE Comp Soc, IEEE
主编:
Zhao, C Wu, C Wang, Y Liu, Q
出版地:
10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA
出版者:
IEEE COMPUTER SOC
ISBN:
978-0-7695-3488-6
基金类别:
National Great Project of Scientific; Technical Supporting Programs - Ministry of Science & Technology of China During the 11th Five-year Plan [2006BAH02A24, 2006BAJ07B06]; Natural Science Foundation of Hubei Province [2006ABC011]
机构署名:
本校为第一且通讯机构
院系归属:
教育信息技术学院
摘要:
Because of its important application value in almost every region, early-warning has received extensive concern. This paper puts forward a study early-warning mechanism based on association rules. It uses an Apriori mining algorithm with some corresponding restrictions to dig out the latent school record association rules from former students' scores which are viewed as a history resource. Then these rules will be used to match up the data sets that need to monitor. Once a record is matched to one of these rules, the student of this record will receive an early-warning. This kind of early-warn...

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