Telecommunications Science ›› 2015, Vol. 31 ›› Issue (1): 23-31.doi: 10.11959/j.issn.1000-0801.2015035

• research and development • Previous Articles     Next Articles

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

Lijiao Liu1,Juncai Tao1,Xiaojun Xiao2,Yu Lu2   

  1. 1 Computing Center, Information Engineering College, Nanchang University, Nanchang 330029, China
    2 Guangzhou Useease Information Technology Co., Ltd., Guangzhou 510630, China
  • Online:2015-01-15 Published:2017-02-21

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.

Key words: telecommunication graph data, large-scale graph data mining, Graphchi

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