| 基于用户过滤的校园无线网用户聚类方法 |
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| 引用本文： | 仇一泓,尧婷娟,秦丰林,葛连升.基于用户过滤的校园无线网用户聚类方法[J].通信学报,2014,35(Z1):28-149. |
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| 作者姓名： | 仇一泓 尧婷娟 秦丰林 葛连升 |
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| 作者单位： | 山东大学 信息化工作办公室，山东 济南 250100 |
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| 基金项目： | 国家自然科学基金资助项目（61170211）；山东大学自主创新基金资助项目（2012TS195, 2012TS196） |
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| 摘 要： | 随着智能终端地普及，在校园无线网用户聚类研究中采用MAC地址作为用户区分已不能真实反映用户的行为，为此，提出了一个基于用户过滤的校园无线网用户聚类方法，该方法基于用户活跃度对用户行为数据进行过滤，在此基础上对校园无线网用户行为做进一步地聚类分析。实验结果表明了该方法的有效性。
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| 关 键 词： | 校园无线网 用户聚类 用户过滤 用户活跃度 |
User filtering based campus WLAN user clustering method |
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| Yi-hong QIU,Ting-juan YAO,Feng-lin QIN,Lian-sheng GE.User filtering based campus WLAN user clustering method[J].Journal on Communications,2014,35(Z1):28-149. |
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| Authors: | Yi-hong QIU Ting-juan YAO Feng-lin QIN Lian-sheng GE |
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| Institution: | Information Office,Shandong University,Jinan 250100,China |
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| Abstract: | With the widespread of smart terminals such as smart phones and smart pads,using MAC address as user identification in campus wireless local area network (WLAN) user clustering research cannot exactly represent user behavior.An user filtering based user clustering is proposed.This method filters users’ behavior data by their degree of activeness,and then further conducts clustering analysis of campus WLAN user behavior.The experimental result verifies the effectiveness of the proposed method. |
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| Keywords: | campus WLAN user clustering user filtering user degree of activeness |
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