| 基于领域知识的预警规则发现研究 |
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| 引用本文： | 潘洁珠,;吴共庆,;胡学钢,;张润梅. 基于领域知识的预警规则发现研究[J]. 微机发展, 2008, 0(7): 66-68 |
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| 作者姓名： | 潘洁珠, 吴共庆, 胡学钢, 张润梅 |
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| 作者单位： | 合肥工业大学计算机与信息学院，合肥工业大学计算机与信息学院，合肥工业大学计算机与信息学院，合肥工业大学计算机与信息学院 安徽合肥230009，合肥师范学院计算机科学与技术系，安徽合肥230061，安徽合肥230009，安徽合肥230009，安徽合肥230009，安徽建筑工业学院计算机与信息工程系，安徽合肥230022 |
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| 基金项目： | 安徽省重点教学研究项目（2007jyxm011）;安徽省教育厅自然基金项目（2006KJ036B）;合肥工业大学教学研究项目（XJ200527） |
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| 摘 要： | 预警有助于及时预防和解决隐患，具有重要的应用价值，受到了广泛的关注。提出了一种新的预警机制，以领域相关的预警知识为基础构建预警系统，重点研究了以实际数据为资源，基于背景领域知识挖掘出预警规则，使得预警系统中的预警知识更丰富、更完备、更具有实际应用价值。将上述研究应用于高校教学教务系统的学生成绩预警，实验结果表明所提出的预警机制和方法是有效的。
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| 关 键 词： | 预警 数据挖掘 领域知识 成绩分析 |
Research of Mining Early Warning Rules Based on Domain Knowledge |
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| PAN Jie-zhu,,WU Gong-qing,HU Xue-gang,ZHANG Run-mei. Research of Mining Early Warning Rules Based on Domain Knowledge[J]. Microcomputer Development, 2008, 0(7): 66-68 |
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| Authors: | PAN Jie-zhu WU Gong-qing HU Xue-gang ZHANG Run-mei |
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| Affiliation: | PAN Jie-zhu1,2,WU Gong-qing1,HU Xue-gang1,ZHANG Run-mei1,3 |
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| Abstract: | The early warning is beneficial to prevent and solve hidden trouble in good time,accordingly warning study has important value.The mechanism and method of the early warning are concerned widely.A new warning mechanism was proposed to construct early warning system based on domain early warning knowledge in the paper.Concentrated mainly in mining early warning rules based on background domain knowledge from the real data,to make early warning knowledge richer,more complete and with more practical value.Applying the mechanism and method to resolve early warning problems of student achievement data in a university educational administration management information system.Experimental results suggest that they can work reasonably well. |
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| Keywords: | early warning data mining domain knowledge achievement analysis |
| 本文献已被 CNKI 维普 等数据库收录！ |
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