Title :
Quantitative analysis of serial criminal
Author :
Yang, Qian ; Wang, Junjie ; Xu, Xian ; Qin, Taigui
Author_Institution :
Coll. of Sci., China Three Gorges Univ., Yichang, China
Abstract :
The object of this paper is to establish a useful mathematical model to predict the next possible criminal location of serial crimes. Using methods such as geography portrait circle hypothesis, spatial location fitting, geographical profiling, and grey prediction, we provide three different plans, one synthesis plan and one grey prediction model. These models are useful to predict the anchor point of serial criminal offenders and next possible criminal location, thus give some instruction for local police agency to investigate serial crimes. Finally, we use computer to establish the simulation system of criminal action. The accuracy and stability of the simulation system are also tested.
Keywords :
geography; grey systems; police; criminal action simulation system; criminal location prediction; geographical profiling; geography portrait circle hypothesis; grey prediction model; local police agency; mathematical model; serial crimes; serial criminal offender anchor point; serial criminal quantitative analysis; spatial location fitting; synthesis plan; Accuracy; Cities and towns; Fitting; Mathematical model; Psychology; Safety; Transportation;
Conference_Titel :
Advanced Computational Intelligence (IWACI), 2011 Fourth International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-61284-374-2
DOI :
10.1109/IWACI.2011.6160104