A tool for internet chatroom surveillance
Camtepe, Seyit Ahmet, Krishnamoorthy, Mukkai, & Yener, Bulent (2004) A tool for internet chatroom surveillance. Lecture Notes in Computer Science: Intelligence and Security Informatics, 3073, pp. 252-265.
Internet chatrooms are common means of interaction and communications, and they carry valuable information about formal or ad-hoc formation of groups with diverse objectives. This work presents a fully automated surveillance system for data collection and analysis in Internet chatrooms. The system has two components: First, it has an eavesdropping tool which collects statistics on individual (chatter) and chatroom behavior. This data can be used to profile a chatroom and its chatters. Second, it has a computational discovery algorithm based on Singular Value Decomposition (SVD) to locate hidden communities and communication patterns within a chatroom. The eavesdropping tool is used for fine tuning the SVD-based discovery algorithm which can be deployed in real-time and requires no semantic information processing. The evaluation of the system on real data shows that (i) statistical properties of different chatrooms vary significantly, thus profiling is possible, (ii) SVD-based algorithm has up to 70-80% accuracy to discover groups of chatters.
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|Item Type:||Journal Article|
|Additional Information:||Presented at the Second Symposium on Intelligence and Security Informatics, ISI 2004, 10-11th June, 2004, Tucson, AZ, USA.|
|Keywords:||Internet chatrooms, Social network analysis, Chatroom behavior|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > INFORMATION SYSTEMS (080600) > Information Systems Theory (080611)|
|Divisions:||Current > Schools > School of Electrical Engineering & Computer Science
Past > Institutes > Information Security Institute
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Deposited On:||13 Mar 2013 01:30|
|Last Modified:||22 Mar 2013 03:49|
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