Spatio-temporal analysis of location data for investigation support of burglaries
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1 Spatio-temporal analysis of location data for investigation support of burglaries SAGEO 2012 International Conference on Spatial Analysis and Geomatics Workshop Crime Mapping & Modeling Liège, 6 th November 2012 DI (FH) Karin Kampitsch karin.kampitsch@bmi.gv.at Sub Department 4 Crime Analysis Operative and Strategic Crime Analysis
2 burglaries in apartments and single family houses organised offender group within 6 months stolen goods 1.8 million Euros 109 proven offences up to 10 years of imprisonment Operative and Strategic Crime Analysis 2
3 crime problem: burglaries in apartments single family houses shops and companies vehicles organized offender groups professional approach hardly any witnesses and evidence use cars for their journey to crime communication via mobile phone Operative and Strategic Crime Analysis 3
4 investigator wants to know: WHERE and WHEN is the suspect at a certain location in time? WHAT burglaries may be assigned to the suspect? GPS device on a target vehicle backbilling (mobile phone) large quantity of data assistance of sub-department ANALYSIS Operative and Strategic Crime Analysis 4
5 Content spatio-temporal analysis data location data (GPS data and call data) offences (burglaries) internal procedure examples analysis of GPS-data (target vehicle) analysis of call data (mobile phone) Operative and Strategic Crime Analysis 5
6 spatio-temporal analysis for investigation support spatio-temporal analysis spatio - temporal matching of location data of vehicle with burglaries location of transmitter masts with burglaries aim: overview of burglaries, that might have been committed by a particular suspect in a spatial and temporal context valuable hint for further criminal investigation, interrogation, and court proceedings Operative and Strategic Crime Analysis 6
7 location data source: GPS-data (vehicle) GPS or navigation device call data (mobile phone) mobile phone origin: surveillance unit mobile phone operator format: MS-Excel file MS-Excel file position: x, y GPS coordinates x, y coordinates of transmitter masts Operative and Strategic Crime Analysis 7
8 offences Crime Monitor database offences of the Austrian penal code visualisation of offences in GIS spatial analysis of offences in GIS data of Crime Monitor are up-to-the-minute Operative and Strategic Crime Analysis 8
9 internal procedure investigator.bk - department Crime Analysis investigator suspect(s) report and interactive map criminal investigation interrogation GPS device on vehicle backbilling of call data spatio-temporal analysis GPS data / call data court proceedings spatio-temporal matching Operative and Strategic Crime Analysis 9
10 two examples first example analysis of GPS data (target vehicle) second example analysis of call data (mobile phone) Operative and Strategic Crime Analysis 10
11 analysis of GPS device spatio-temporal matching GPS data (GPS device) burglaries result vehicle stop short (2 10 minutes) middle (10 30 minutes) long ( > 30 minutes) burglaries, that might have been committed in a spatial and temporal context to the vehicle stop Operative and Strategic Crime Analysis 11
12 data: GPS device number of entries (positions) from 9 th to 29 th April 2010: Operative and Strategic Crime Analysis 12
13 data: burglaries number of entries (burglaries) from 9 th to 29 th April 2010: Operative and Strategic Crime Analysis 13
14 analysis of GPS device vehicle route Operative and Strategic Crime Analysis 14
15 analysis of GPS device vehicle route and burglaries Operative and Strategic Crime Analysis 15
16 analysis of GPS device vehicle stops and burglaries Operative and Strategic Crime Analysis 16
17 analysis of GPS device animation of vehicle route Operative and Strategic Crime Analysis 17
18 analysis of GPS device vehicle stops and burglaries Operative and Strategic Crime Analysis 18
19 analysis of call data spatio-temporal matching call data burglaries result locations of transmitter masts burglaries, that might have been committed in a spatial and temporal context to the locations of transmitter masts Operative and Strategic Crime Analysis 19
20 analysis of call data locations of transmitter masts and burglaries Operative and Strategic Crime Analysis 20
21 analysis of call data mobile phones logged in suspect_1 suspect_2 location of transmitter mast suspect_3 suspect_ Operative and Strategic Crime Analysis 21
22 suspect cannot be tracked, but the car/vehicle used by the suspect the mobile phone used by the suspect no evidence, but valuable hint support for investigator further criminal investigation interrogation court proceeding Operative and Strategic Crime Analysis 22
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