›› 2014, Vol. 53 ›› Issue (5): 1-7.

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An Approach of Crime Network Analysis Based on Association Data Model

LI Wanbiao1,2, YU Zhi1, GONG Junfeng3, CHEN Ruixiang1   

  1. 1. Research Center of ITS∥School of Engineering, Sun Yatsen University, Guangzhou 510275, China; 
    2. College of Information and Engineering of Guangdong Jidian Polytechnic,Guangzhou 510515,China;
    3. School of Civil Engineering and Transportation, South China University of Technology, Guangzhou 510641, China
  • Received:2013-12-13 Online:2014-09-25 Published:2014-09-25

Abstract: In order to uncover the criminal gang, an approach of Crime Network Analysis based on association data model is proposed. The proposed method can discover all the members of a gang when a certain member is known, and it can also generate all the gangs based on known data source even none of the members are known. Especially, different models can be combined together to excavate the crime network. Experiments are executed based on the data of “communication” and “transfer” during 6 months. The  results show that the proposed algorithm can demonstrate criminal gang no matter its members are known or not, and the same occurs as combining different models.

Key words: association data, association data model, crime network, social network analysis

CLC Number: