DocumentCode :
1854087
Title :
Soft computing techniques for analysis of kidnapping crimes in Colombia
Author :
Arciniegas, A. ; Takahashi, Silvia ; Torres, Alvaro
fYear :
2005
fDate :
March 31 2005-April 1 2005
Firstpage :
30
Lastpage :
35
Abstract :
Techniques associated with soft computing have been proven to be useful for solving problems where lack of information and uncertainties are present. The flaws of traditional methodologies stem from the fuzziness, partial true, lack of information, and event imprecision of problems related to crime analysis such as kidnapping. Case based reasoning and expert´s knowledge are the main inputs of some soft computing techniques that may be applied for analysis of kidnapping crimes. Kidnapping is a problem framed by the lack of veracity, scarceness, fuzziness of information, and tacit, qualitative and unstructured knowledge in the minds of few experts. So, kidnapping is the kind of problem that could be modeled and analyzed by using some of the techniques included in the field of soft computing. This paper describes the use of fuzzy logic, fuzzy clustering and classification to analyze and evaluate kidnapping crimes in Colombia. These techniques are intended to predict the captivity duration, captor group and liberation conditions for any victim. Also, these techniques could be used to assess the impact of government security and economic policies on the evolution of the kidnapping crime
Keywords :
case-based reasoning; fuzzy logic; pattern classification; pattern clustering; police data processing; uncertainty handling; Colombia; captivity duration prediction; captor group prediction; case based reasoning; economic policies; fuzzy classification; fuzzy clustering; fuzzy logic; government security; kidnapping crime analysis; liberation condition prediction; soft computing; Computational intelligence; Computer crime; Data analysis; Economic forecasting; Finance; Fuzzy logic; Information analysis; Instruments; Statistical analysis; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence for Homeland Security and Personal Safety, 2005. CIHSPS 2005. Proceedings of the 2005 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-9176-4
Type :
conf
DOI :
10.1109/CIHSPS.2005.1500606
Filename :
1500606
Link To Document :
بازگشت