• DocumentCode
    562692
  • Title

    Criminal behavior analysis by using data mining techniques

  • Author

    Hussain, K. Zakir ; Durairaj, M. ; Farzana, G. Rabia Jahani

  • Author_Institution
    Indian Air Force, Thanjavur, India
  • fYear
    2012
  • fDate
    30-31 March 2012
  • Firstpage
    656
  • Lastpage
    658
  • Abstract
    Criminology is an area that focuses the scientific study of crime and criminal behavior and is a process that aims to identify crime characteristics. It is one of the most important fields where the application of data mining techniques can produce important results. A broad analysis of unlawful activity reveals that all criminal behavior shares a common set of universal principles. A micro simulation model can be drawn out by interlinking the universal principles with the attributes of the individuals for profiling the criminal behavior. These principles remain constant; however, they manifest differently for each individual depending on personality, criminal activity, extrinsic factors and the attributes of individuals. This paper elaborates the criminal behavior analysis of the offenders by using data mining techniques.
  • Keywords
    data mining; police data processing; crime characteristics; criminal activity; criminal behavior analysis; criminology; data mining techniques; extrinsic factors; individual attribute; microsimulation model; personality; universal principles; Analytical models; Force; Physiology; Attributes; Crime Module; Universal Principles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Engineering, Science and Management (ICAESM), 2012 International Conference on
  • Conference_Location
    Nagapattinam, Tamil Nadu
  • Print_ISBN
    978-1-4673-0213-5
  • Type

    conf

  • Filename
    6215921