Title :
Mining Hate Crimes to Figure Out Reasons Behind
Author :
Ozgul, Fatih ; Gok, Mustafa ; Celik, Anil ; Ozal, Yakup
Author_Institution :
Counter-terrorism Dept., Turkish Nat. Police, Diyarbakir, Turkey
Abstract :
In order to identify the reasons behind the hate crimes in Diyarbakir, Turkey a data mining research has been made. Various data mining algorithms are applied to data set containing forty big cases happened between 2009 and 2010. some algorithms helped us to model criminality in Diyarbakir, we learned which features for hatred crime features are important while dealing with cases. There has been also contribution for identifying habits of Diyarbakir people which makes them vulnerable for the hate crimes.
Keywords :
data mining; police data processing; Diyarbakir people habit identification; Turkey; data mining research; hate crime mining; hatred crime features; Algorithm design and analysis; Business; Classification algorithms; Clustering algorithms; Data mining; Decision trees; Weapons; Carma; Chaid; Crt; Gri; Kohonen; Quest; Two Step; crime data mining; feature selection; k-means;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4673-2497-7
DOI :
10.1109/ASONAM.2012.159
