Details

Autor(en) / Beteiligte

• Dzemydiene, Dale
• Rudzkiene, Vitalija
• Hameurlain, Abdelkader
• Cicchetti, Rosine
• Traunmüller, Roland

Titel

Multiple Regression Analysis in Crime Pattern Warehouse for Decision Support

Ist Teil von

• Database and Expert Systems Applications, 2002, p.249-258

Ort / Verlag

Berlin, Heidelberg: Springer Berlin Heidelberg

Erscheinungsjahr

2002

Quelle

IEEE/IET Electronic Library (IEL)

Beschreibungen/Notizen

• The application domain of crime investigation and prevention deals with incomplete information from a broad variety of data sources and a complex structure of interdependencies of rapidly changing situations. The paper describes an approach of integration of multiple statistical analyses for recognition of crime information patterns in data warehouse.With multiple statistical methods we develop a decision support system based on real data of warehouses of socialeconomic and crime indicators. The proposed multiple regression models allows gaining new insights into the structure of problem and developing strategies for crime prevention measures.