| 基于局部核值的节点影响力计算方法研究 |
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| 引用本文： | 罗爱民,杨圩生. 基于局部核值的节点影响力计算方法研究[J]. 计算机科学, 2016, 43(8): 36-38 |
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| 作者姓名： | 罗爱民 杨圩生 |
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| 作者单位： | 国防科技大学信息系统工程重点实验室 长沙410073,徐州工程兵学院 徐州221000 |
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| 基金项目： | 本文受国家自然科学项目(71171197)资助 |
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| 摘 要： | 识别复杂网络传播动力学中最重要的节点具有重要的应用价值。针对复杂网络影响力分析的问题,在核值影响力计算方法的基础上,提出了一种基于局部核值的影响力算法。以Email无标度网络数据为实验对象,来验证该方法的合理性和有效性。该方法为复杂网络影响力分析的应用研究提供了基础。
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| 关 键 词： | 影响力 局部核值 复杂网络 |
| 收稿时间： | 2015-06-20 |
| 修稿时间： | 2015-10-23 |
Algorithm Research on Influence of Node Based on Local k-shell |
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| LUO Ai-min and YANG Wei-sheng. Algorithm Research on Influence of Node Based on Local k-shell[J]. Computer Science, 2016, 43(8): 36-38 |
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| Authors: | LUO Ai-min and YANG Wei-sheng |
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| Affiliation: | Science and Technology on Information Systems Engineering Laboratory,National University of Defense Technology,Changsha 410073,China and College of Engineering Corps Xuzhou,Xuzhou 221000,China |
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| Abstract: | It has important application value to identify the most important nodes in complex network transmission dynamics.Aiming at the problem of complex network influence analysis,a method of measuring influence based on local k-shell was provided in this paper,which considers the nuclear value of neighbor nodes.Finally,the method was verified to be rational and valid by using the data set of Email scale-free network as experimental object.It is foundation for the application research of influence of complex network. |
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| Keywords: | Influence Local k-shell Complex network |
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