Data Collection Data to collect Data Warehouse Structure of the data network Platform Collaboration with Social network and other technologies Data Presentation Sample dashboards Sample scorecards KPIs

Source 12

Flow Chart of Investigation & what role BI plays BI Tools JMS Court CAD CleaningETL data mining Analysis Report No Yes

City Database CAD JMS WebFOCUS Platform Courts Supervisors & Chief Officers Detectives, etc. RMS KPI s ex. Aggregation of crime Category of crimes Police distribution… Daily crime summary Graphic reports (d-map) Suspects have been interviewed or apprehended? Actions should be taken WebFOCUS Platform-City of Irving overtime 60% gunshot incidents 80% Category of Calls Auto theft Rubbery Homicide Burglary complain Source 10

Facebook twitter foursquare gawalla database RIOT Movement Communication Dislike and favorites Uploaded information Shared information analyze FBI NLP? NLP: neutral language process IAT: image authentication techniques IAT? Source 11

Source 8

Source 9

Source 3

Source 1, 4

Dispatch Units Dispatch Units Preston Broadus Lewis St. St. Louis, MO District 4 Webcam 10 1 Mile 1.2 Miles 2.5 Miles 0.8 Mile ConnectDispatch Idle Current Active Calls Current Active Calls  #0003 on 5/3/13 at 15: Unpark  #0002 on 5/3/13 at 15: Lewis St. Line 6  #0001 on 5/3/13 at 14: Dispatched Line 3  #0004 on 5/3/13 at 14:13 Disconnected Redial  #0005 on 5/3/13 at 13: Dispatched  #0006 on 5/3/13 at 12: Ended  #0007 on 5/3/13 at 11: Ended  #0008 on 5/3/13 at 10: Ended  #0009 on 5/3/13 at 10: Dispatched  #0010 on 5/3/13 at 09:12 Disconnected Redial Transfer End Call End Call End Call End Call Hold Sign In Sign In Sign In Sign In Tool View Help Exit + -

Sign In Sign In Sign In Sign In Tool View Help Exit Show Patrol Vehicles Show Patrol Vehicles Show Patrol Vehicles Show Patrol Vehicles More Crime Types More Crime Types More Crime Types More Crime Types Show Other Units Show Other Units Show Other Units Show Other Units Show Related Incidents Show Related Incidents Show Related Incidents Show Related Incidents Other Mapping Options Other Mapping Options Other Mapping Options Other Mapping Options Full Screen Full Screen Full Screen Full Screen Organized Crime Key Person Relationship Scorecard

Sample Scorecard Average Time Needed to Arrest the Homicide Suspect by Patrol Division (in days) North Central South North Central South

Source 5,6 KPIs: Number of Homicide by District Number of Patrol Officer Number of Officers on Active Case Number of homicide in 2011

Source 5, 6 KPIs: St. Louis City Homicide Homicide Clearance Rate

Source 5, 6 KPIs: Number of Homicide Homicide Rate Population

Source 5 KPIs Percentage of total patrol officers by patrol division Percentage of total police staff on active crime duty Percentage of officers who attend continuing training Percentage of officers who attend regular training & pass the exam Percentage of total homicide by patrol division

KPIs: Average time needed for the police to completing a report by control division

Work Cited 1.The Security Dialogue. (March 9, 2013) INTERVIEW: Guardly Offers Insight Into Indoor Positioning System and The Future Of Emergency Dispatch Dispatch Magazine On-line. Computer-Aided Dispatch Software Resources Dispatch Magazine On-line. (September 30, 2011) Graphic Design Firm Tackles Dispatching Interfaces. interfaces/ interfaces/ 4.Baumgardt, J.. (2009). Case Study: 911 Dispatcher Interface Demo. IdentityMine St. Louis Metropolitan Police. Crime Statistics St. Louis Metropolitan Police Public Information. Annual Reports Mansurov, N. (2010). How to remove EXIF Data. 8.Forensic Science Communication. (April 2008). Best Practices for Image Authentication. Scientific Working Group on Imaging Technology (SWGIT). Vol science-communications/fsc/april2008/index.htm/standards/2008_04_standards02.htmhttp:// science-communications/fsc/april2008/index.htm/standards/2008_04_standards02.htm 9.SkyRFID Inc. (n.d.) RFID Weapons Management WebFocus. (n.d.) Customer Profile – City of Irvine, CA. ving.pdf ving.pdf 11.The Guardian. (2013). How Raytheon software tracks you online – video Chinn, D. (n.d.) Key Performance Indicators for the Police.