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author:

Xie, Lili (Xie, Lili.) [1] | Liu, Yanhua (Liu, Yanhua.) [2] (Scholars:刘延华) | Chen, Guolong (Chen, Guolong.) [3] (Scholars:陈国龙)

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CPCI-S

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.

Keyword:

Centrality email forensics email network analysis Foxmail LDA

Community:

  • [ 1 ] [Xie, Lili]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China
  • [ 2 ] [Xie, Lili]Fujian Prov Key Lab Network Comp & Intelligent In, Fuzhou, Fujian, Peoples R China

Reprint 's Address:

  • 谢莉莉

    [Xie, Lili]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China

Email:

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Source :

2015 12TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD)

Year: 2015

Page: 1613-1619

Language: English

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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