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
Link To Document