CAJ | 학술논문

在当今互联网时代，电子邮件的快速、低耗等特性，使其成为人们生活和工作中的必需工具。为了智能化地提取和分析邮件网络中的海量数据，以从海量邮件数据中挖掘潜在的有价值的信息，将社会网络分析方法应用于邮件网络分析，提出了基于CN-M( Core Node-Modularity)的邮件网络核心社团挖掘算法。首先用JavaMail对数据进行解析，将解析后的数据保存在数据库中，使用这些数据来构建邮件网络图，根据节点的连接中心度、紧密中心度和中间中心度计算加权中心度，由加权中心度最大的节点开始，根据模块度指标进行核心社团的挖掘。实验结果表明该算法可以很好地挖掘邮件网络中潜在的核心社团。
재당금호련망시대，전자유건적쾌속、저모등특성，사기성위인문생활화공작중적필수공구。위료지능화지제취화분석유건망락중적해량수거，이종해량유건수거중알굴잠재적유개치적신식，장사회망락분석방법응용우유건망락분석，제출료기우CN-M( Core Node-Modularity)적유건망락핵심사단알굴산법。수선용JavaMail대수거진행해석，장해석후적수거보존재수거고중，사용저사수거래구건유건망락도，근거절점적련접중심도、긴밀중심도화중간중심도계산가권중심도，유가권중심도최대적절점개시，근거모괴도지표진행핵심사단적알굴。실험결과표명해산법가이흔호지알굴유건망락중잠재적핵심사단。
With the rapid development of the network,e-mail with its fast,low cost and other characteristics,is becoming the necessary tools in people's work and life. In order to extract and analyze the massive data from mail network intelligently,and to grub the potential of valuable information from massive mail data,apply social network analysis method to the mail network analysis,and propose email net-work core community mining algorithm based on CN-M ( Core Node-Modularity) . First,use JavaMail to parse mail data,and store the analyzed data in the database. Second,use these data to construct the mail network diagram,according to connection center degree,close center degree and intermediate degree centrality to calculate weighted centrality. Starting from the center of the largest weighted node, based on modularity index,mine the core community. Experimental results show that the algorithm can mine the potential core community from mail network well.