Telecommunications Science

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Research on Large-Scale Social Network Graph Data Mining in Telecommunication

Liu Lijiao,Tao Juncai,Xiao Xiaojun and Lu Yu   

  1. Computing Center, Information Engineering College, Nanchang University;Computing Center, Information Engineering College, Nanchang University;Guangzhou Useease Information Technology Co., Ltd.,;Guangzhou Useease Information Technology Co., Ltd.,
  • Online:2015-01-15 Published:2015-01-15

Abstract: With the development of the telecommunications technology, telephone call network almost covered the whole society; the huge social network presents tremendous opportunities for telecommunication companies. Especially in the increasing fierce market competition, more and more telecommunication companies are concerned on maintaining customer relationship, mining customer potential value and marketing suitable target customers. The distribute and stand-alone graph computing frameworks and tools were researched for mining large-scale social network graph data like telecommunication network, and at the end the feasibility and usability of Graphchi in large-scale graph datasets were verified and a graph mining application was made with telecommunication data using stand-alone graph data processing tool—Graphchi.


论文引用格式:刘丽娇,陶俊才,肖晓军等.电信大规模社交关系网络图数据挖掘研究.电信科学,2015035
Liu L J,Tao J C,Xiao X J,et al.Research on large-scale social network graph data mining in telecommunication.Telecommunications Science,2015035

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