Research and Improvement on using Enhanced Clustering Data Mining Algorithm for Crime Detection and Criminal Identification


Authors : Dr. Gurpreet Singh, Amarjit Singh

Volume/Issue : Volume 2 - 2017, Issue 11 - November

Google Scholar : https://goo.gl/DF9R4u

Scribd : https://goo.gl/CW3NkA

Thomson Reuters ResearcherID : https://goo.gl/3bkzwv

Abstract : Data mining clustering algorithm is used for defining the type of crime and classification algorithm used for violence level of juvenile. The fight against crime is not a new one in humanity and it has, since the establishment of society, tried to bring crimes down. In this thesis work data extraction, data preprocessing are used to clean and pure database so that data mining techniques can easily applied on them. A clustering algorithm is used for grouping similar level of criminals and classification is used to predict criminal behavior.

Data mining clustering algorithm is used for defining the type of crime and classification algorithm used for violence level of juvenile. The fight against crime is not a new one in humanity and it has, since the establishment of society, tried to bring crimes down. In this thesis work data extraction, data preprocessing are used to clean and pure database so that data mining techniques can easily applied on them. A clustering algorithm is used for grouping similar level of criminals and classification is used to predict criminal behavior.

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