| 复杂网络重叠社团检测算法研究综述 |
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| 引用本文： | 李欢,莫欣岳.复杂网络重叠社团检测算法研究综述[J].传感器与微系统,2017,36(1). |
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| 作者姓名： | 李欢 莫欣岳 |
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| 作者单位： | 1. 兰州大学信息科学与工程学院,甘肃兰州,730000;2. 半干旱气候变化教育部重点实验室兰州大学大气科学学院,甘肃兰州,730000 |
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| 基金项目： | 国家自然科学基金面上资助项目，国家自然科学基金创新研究群体科学基金资助项目，国家自然科学基金青年科学基金资助项目，兰州大学中央高校基本科研业务费专项资金资助项目 |
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| 摘 要： | 社团结构是复杂网络的一项基本特性,对复杂网络中社团结构特别是重叠社团结构的检测,是复杂网络理论研究的一项重要且充满挑战的课题.对当前常用的重叠社团检测算法进行了分析和归纳,阐述每类算法特点,并介绍用于评价算法性能的一些基准图,对复杂网络重叠社团检测领域未来的研究方向提出了一些思考和建议.
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| 关 键 词： | 复杂网络 社团结构 社团检测 重叠社团检测 |
Research review on detection algorithm of overlapping community in complex network |
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| LI Huan,MO Xin-yue.Research review on detection algorithm of overlapping community in complex network[J].Transducer and Microsystem Technology,2017,36(1). |
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| Authors: | LI Huan MO Xin-yue |
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| Abstract: | Community structure is a basic feature of complex network.The detection of community structure in complex networks,especially overlapping community structure,is an important and challenging task in study of complex network theory.The current commonly used overlapping community detection algorithm are detailed analyzed and induced,expound features of each class of algorithm,and reference map for evaluating performance of algorithm is introduced,some benchmark graphs are introduced,thinking and suggestions of future research direction in this field are put forward. |
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| Keywords: | complex network community structure community detection overlapping community detection |
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