Which crime features are important for criminal network members?
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Streaming algorithms for k-core decomposition
Proceedings of the VLDB Endowment
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Four group detection models (e.g. GDM, OGDM, SoDM and ComDM) are developed based on crime data features. These detection models are compared more common baseline SNA group detection algorithms. It is intended to find out, whether these four crime data specific group detection models can perform better than widely used k-core and n-clique algorithms. Two data sets which contain previously known criminal networks are used as testbeds.