| 基于大型数据仓库的数据采掘:研究综述 |
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| 引用本文： | 胡侃,夏绍玮.基于大型数据仓库的数据采掘:研究综述[J].软件学报,1998,9(1):53-63. |
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| 作者姓名： | 胡侃 夏绍玮 |
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| 作者单位： | 清华大学自动化系 |
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| 摘 要： | 本介绍了数据采掘技术的总体研究情况，包括数据采掘的定义，与其他学科的关系，采掘的主要过程，分类和主要技术手段，作为例子介绍了关联规则采掘的研究，同时介绍了一些原型系统和商业产品以及主要应用领域，指出了数据采掘研究的挑战性以及目前的局限性。
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| 关 键 词： | 数据采掘 数据仓库 数据处理 数据库系统 |
| 收稿时间： | 1996/11/18 0:00:00 |
| 修稿时间： | 1997/4/28 0:00:00 |
Large Data Warehouse based Data Mining: a Survey |
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| HU Kan and XIA Shao wei.Large Data Warehouse based Data Mining: a Survey[J].Journal of Software,1998,9(1):53-63. |
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| Authors: | HU Kan and XIA Shao wei |
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| Affiliation: | Department of Automation\ Tsinghua University\ Beijing\ 100084 |
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| Abstract: | In this paper, the data mining techniques are introduced broadly including its definition, the relationships with other academic fields, the imperative processes and its classifications. The principal techniques used in the data mining are surveyed also. As an example, the studies on the mining association rules are illustrated. Some data mining prototypes and commercial systems are listed in this paper. Several limitations of the data mining are discussed as well as the research and application challenges for it. Due to the development of the data warehouse up to now, the features and potentialities of the data mining based on the data warehouse are discussed also. |
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| Keywords: | Data mining data warehouse information warehouse knowledge discovery in databases decision support Class number\ TP391 |
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