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计算机工程 ›› 2011, Vol. 37 ›› Issue (12): 7-9. doi: 10.3969/j.issn.1000-3428.2011.12.003

• 博士论文 • 上一篇    下一篇

基于优势决策规则的信息系统综合评估

赵 亮 1,张 欣 2,薛 质 1   

  1. (1. 上海交通大学电子信息与电气工程学院,上海 200240;2. 上海船用柴油机研究所,上海 201108)
  • 收稿日期:2010-11-20 出版日期:2011-06-20 发布日期:2011-06-20
  • 作者简介:赵 亮(1976-),男,讲师、博士研究生,主研方向:信息系统风险评估;张 欣,工程师;薛 质,教授、博士生导师
  • 基金资助:
    国家自然科学基金资助项目(6060519)

Information System Synthetic Assessment Based on Dominance Decision Rules

ZHAO Liang 1, ZHANG Xin 2, XUE Zhi 1   

  1. (1. School of Electronic and Electrical Engineering, Shanghai Jiaotong University, Shanghai 200240, China;2. Shanghai Marine Diesel Engine Research Institute, Shanghai 201108, China)
  • Received:2010-11-20 Online:2011-06-20 Published:2011-06-20

摘要: 分析信息系统安全模型,提出一种基于变一致优势关系粗糙集(VC-DRSA)决策规则的信息系统综合评估方法。对VC-DRSA决策规则的数据进行归纳分析,结合谨慎性原则与净现值最大原则,实现定性评估和定量评估。仿真实例的结果表明,该方法可以对数据进行科学的分类,提高信息系统的数据挖掘效率。

关键词: 综合评估, 信息系统, 决策规则, 变一致优势关系粗糙集

Abstract: This paper proposes a synthetic assessment method based on the decision rules from Variable Consistency Dominance-based Rough Set Approach(VC-DRSA). By applying the principle of prudence and the principle of maximum net present value, it combines quantitative analysis with qualitative analysis effectively. Besides, this method is a two-stage procedure, first training and then decision, which is under no restraint of some specific assessment models and especially suitable for large scale decision making problems. Simulation results show that this method can classify the data scientifically and improve the data mining efficiency of the information system.

Key words: synthetic assessment, information system, decision rule, Variable Consistency Dominance-based Rough Set Approach(VC-DRSA)

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