Cover image for Data mining and predictive analysis : intelligence gathering and crime analysis
Data mining and predictive analysis : intelligence gathering and crime analysis
Başlık:
Data mining and predictive analysis : intelligence gathering and crime analysis
Yazar:
McCue, Colleen.
Ek Yazar:
Yayım Bilgisi:
Amsterdam ; Boston : Butterworth-Heinemann, c2007.
Fiziksel Tanım:
xxxi, 332 p. : ill., maps ; 24 cm.
Contents:
Basics -- Domain expertise -- Data mining -- Process models for data mining and analysts -- Data -- Operationally relevant preprocessing -- Predictive analytics -- Public safety : specific evaluation -- Operationally actionable output -- Normal crime -- Behavioral analysis of violent crime -- Risk and threat assessment -- Deployment -- Surveillance detection -- Advanced topics -- Future trends.
Abstract:
It is now possible to predict the future when it comes to crime. The author describes not only the possibilities for data mining to assist law enforcement professionals, but also provides real-world examples showing how data mining has identified crime trends, anticipated community hot-spots, and refined resource deployment decisions.