CAJ | 학술논문

概述了大数据时代社交网络的技术背景、网络拓扑结构和MapReduce。阐述了一种新的社交网络的用户聚类分析方法，即如何利用已知的用户，简要推算出好友共同关注和共同粉丝的可能性，以及用户好友群内的连通分支情况。通过一系列的聚类步骤，一种好友共享粉丝/关注的可能性被进一步表征出来，并简要讨论了其应用。
개술료대수거시대사교망락적기술배경、망락탁복결구화MapReduce。천술료일충신적사교망락적용호취류분석방법，즉여하이용이지적용호，간요추산출호우공동관주화공동분사적가능성，이급용호호우군내적련통분지정황。통과일계렬적취류보취，일충호우공향분사/관주적가능성피진일보표정출래，병간요토론료기응용。
It discusses the technical background of social network in big data era, network topology and MapReduce. It also expounds a new user clustering analysis method of social network, that is to get friends’common fol owing and fol owers with the known users, and the relations of the friends in the group. A series step of clustering is achieved progressively. The trend of how likely for friends share fol owers/fol owings and also the further use of this trend are briefly discussed.