• DocumentCode
    806449
  • Title

    Network models of criminal behavior

  • Author

    Ferrari, Silvia ; Baumgartner, Kelli C. ; Palermo, George B. ; Bruzzone, Roberta ; Strano, Marco

  • Author_Institution
    Dept. of Mech. Eng. & Mater., Duke Univ., Durham, NC
  • Volume
    28
  • Issue
    4
  • fYear
    2008
  • Firstpage
    65
  • Lastpage
    77
  • Abstract
    Criminal psychology is beginning to focus on modeling the effect of mental processes and environmental stimuli on offender behavior by Strano (2004). This article presents a knowledge-based-system approach to deriving empirical models of this behavior. The inputs to the system are the psychological characteristics and environmental variables that reflect the mental state of the offender and the circumstances of the crime, while criminal actions are viewed as the outputs. Although criminologists and psychologists can identify relevant input and output variables, the processes underlying criminal behavior are only partly understood and thus cannot be modeled from first principles.
  • Keywords
    Bayesian methods; Databases; Event detection; Forensics; Intelligent networks; Knowledge based systems; Layout; Neural networks; Pattern analysis; Psychology;
  • fLanguage
    English
  • Journal_Title
    Control Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1066-033X
  • Type

    jour

  • DOI
    10.1109/MCS.2008.924037
  • Filename
    4566031