| 保持隐私的决策树的生成过程研究 |
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| 引用本文： | 路慧萍,童学锋. 保持隐私的决策树的生成过程研究[J]. 计算机应用, 2005, 25(6): 1382-1384. DOI: 10.3724/SP.J.1087.2005.1382 |
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| 作者姓名： | 路慧萍 童学锋 |
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| 作者单位： | 同济大学,计算机科学与技术系,上海,200092;同济大学,计算机科学与技术系,上海,200092 |
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| 摘 要： | 介绍了保持隐私的数据挖掘技术,研究了决策树分类器在保持隐私的数据挖掘中的应用。在传统的决策树算法中引入标量积协议,既保持决策树算法本身的优点,又满足了保持隐私的需求。
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| 关 键 词： | 数据挖掘 隐私 协议 决策树 |
| 文章编号： | 1001-9081(2005)06-1382-03 |
Elementary research on the building of privacy preserving decision tree |
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| LU Hui-ping,TONG Xue-feng. Elementary research on the building of privacy preserving decision tree[J]. Journal of Computer Applications, 2005, 25(6): 1382-1384. DOI: 10.3724/SP.J.1087.2005.1382 |
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| Authors: | LU Hui-ping TONG Xue-feng |
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| Affiliation: | Department of Computer Science and Technology, Tongji University, Shanghai 200092, China |
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| Abstract: | The paper briefly introduced the concept of privacy preserving data mining technology and studied the application of decision tree classifier in this particular field. A decision tree classifier was applied and a scalar product protocol was added, so that the need of privacy preserving is satisfied as well as the advantage of decision tree is retained. |
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| Keywords: | data mining privacy protocol decision tree |
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