Fast Prediction for Criminal Suspects through Neighbor Mutual Information-Based Latent Network
Jong Ho Jhee,
Myung Jun Kim,
Myeonggeon Park
et al.
Abstract:One of the interesting characteristics of crime data is that criminal cases are often interrelated. Criminal acts may be similar, and similar incidents may occur consecutively by the same offender or by the same criminal group. Among many machine learning algorithms, network-based approaches are well-suited to reflect these associative characteristics. Applying machine learning to criminal networks composed of cases and their associates can predict potential suspects. This narrows the scope of an investigation… Show more
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