一种概念建模框架的提出及应用
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引用本文: | 程建,;张明清,;唐俊,;孔红山.一种概念建模框架的提出及应用
[J].信息工程大学学报,2014,15(4):486-491. |
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作者姓名: | 程建 ;张明清 ;唐俊 ;孔红山 |
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作者单位: | [1] 信息工程大学,河南郑州450001; [2] 清华大学,北京100083 |
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摘 要: | 概念建模是建模仿真的重要阶段,概念建模的好坏与仿真模型的成功与否密切相关.针对目前缺乏普适性的概念建模框架这一现状,首先对概念建模进行了介绍,进而提出了一种概念建模框架及评价指标;将该概念建模框架应用于网络安全建模仿真中,提出了基于多Agent的概念模型,建立了基于人工免疫的入侵检测系统多Agent概念模型.最后基于OMNeT++设计了相应的仿真模型并进行了仿真实验.结果证明该框架能够增加概念建模的规范程度,对概念模型的建立具有指导作用.
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关 键 词: | 概念建模 概念模型 入侵检测 人工免疫 建模仿真 |
Conceptual Modeling Framework and Its Application |
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Affiliation: | CHENG Jian , ZHANG Ming-qing ,TANG Jun , KONG Hong-shan (1. Information Engineering University, Zhengzhou 450001, China; 2. Tsinghua University, Beijing 100083, China) |
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Abstract: | Conceptual modeling is an important stage of modeling and simulation. The success of simulation model is closely related to conceptual modeling. The present problem is the lack of a uni- versal conceptual modeling framework. This paper introduces the conceptual modeling, and puts forward a conceptual modeling framework and evaluation Index; then it applies the conceptual modeling framework to network security and proposes a conceptual model based on multi-agent. This paper also establishes of an intrusion detection system multi-agent conceptual model based on artificial im- munity. Finally, the corresponding simulation model is designed and experiments are given based on OMNeT + +. The result shows that the conceptual modeling framework improves the conceptual modeling standardization and can guide the establishment of the conceptual model. |
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Keywords: | conceptual modeling conceptual model IDS AIS modeling and simulation |
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