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socrateez
Stoned Philosopher
Joined: 01 Feb 2008
Posts: 1226
Location: I'm the person to your right.
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 Posted: Mon Jul 14, 2008 9:27 am Post subject: Behavior Profiling of Email |
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http://209.85.141.104/search?q=cache:9KUSY2m42JUJ:sneakers.cs.columbia.edu/ids/publications/nsf-nij-emt.ps+how+to+counter+behaviour+profiling&hl=en&ct=clnk&cd=1&gl=us&client=firefox-a
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Behavior Profiling of Email
Salvatore J. Stolfo, Shlomo Hershkop, Ke Wang, Olivier Nimeskern, and
Chia-Wei Hu
Columbia University, New York, NY 10027, USA
{sal,shlomo,kewang,on2005,charlie}@cs.columbia.edu
Abstract. This paper describes the forensic and intelligence analysis
capabilities of the Email Mining Toolkit (EMT) under development at
the Columbia Intrusion Detection (IDS) Lab. EMT provides the means
of loading, parsing and analyzing email logs, including content, in a wide
range of formats. Many tools and techniques have been available from
the fields of Information Retrieval (IR) and Natural Language Processing
(NLP) for analyzing documents of various sorts, including emails. EMT,
however, extends these kinds of analyses with an entirely new set of
analyses that model ”user behavior”. EMT thus models the behavior
of individual user email accounts, or groups of accounts, including the
”social cliques” revealed by a user’s email behavior. |
The rest of the paper provides more in depth analysis. Oh yeah, somewhere in that paper they mention use of search engine data, specifically named is Google and Yahoo. Surprise, surprise.
Yet another example of data mining for behavioral analysis and prediction of social networks. |
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