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author:

Xie, L. (Xie, L..) [1] | Liu, Y. (Liu, Y..) [2] | Chen, G. (Chen, G..) [3]

Indexed by:

Scopus

Abstract:

Forensics analyses of an email network were more based on the email communication structure, while the email content was seldom considered. In this paper, we propose a forensics analysis method for an email network based on the Latent Dirichlet Allocation topic model and the Centrality algorithm. The method takes into full consideration the email content and the email communication structure. In order to calculate the email communication correlation with the topic of the criminal case, we get the similarity of the email content based on the Latent Dirichlet Allocation model. Combined with the Centrality algorithm, we can obtain the mail accounts that have the greater influence on the email network. Experimental results show that this method can more effectively analyze an email network and find the specific email accounts. © 2015 IEEE.

Keyword:

Centrality; email forensics; email network analysis; Foxmail; LDA

Community:

  • [ 1 ] [Xie, L.]College of Mathematics and Computer Science, Fuzhou University, Fujian, China
  • [ 2 ] [Liu, Y.]College of Mathematics and Computer Science, Fuzhou University, Fujian, China
  • [ 3 ] [Chen, G.]College of Mathematics and Computer Science, Fuzhou University, Fujian, China

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Source :

2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015

Year: 2016

Page: 1613-1619

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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