Business Intelligence in Crime Ji Zhang Lucas Matecki Lamont Davis Jenny Brunnert.

Slides:



Advertisements
Similar presentations
iWatch is a mobile application that allows citizens to turn in crime tips to law enforcement using a mobile device and it helps foster community awareness.
Advertisements

Stephen Hollifield, CIO City of Richmond Police, Virginia Visual Predictive Analytics in Law Enforcement.
© Tan,Steinbach, Kumar Introduction to Data Mining 8/05/ Data Mining: Exploring Data Lecture Notes for Chapter 3 Introduction to Data Mining by Tan,
Law Enforcement Analytics Milwaukee County Sheriff’s Office
Geospatial Intelligence Applications in Law Enforcement Analysis Gregory Thomas.
© 2013 IBM Corporation October 4, 2013 IT Analytics and Big Data IBM Solutions Paul Smith (Smitty) Service Management Architect.
IBM SPSS Solutions A SELECT INTERNATIONAL COMPANY.
Initiative # 14 Data Driven Practices A/Lt Bryan Grenon A/Sgt. Christi Robbin Position and Title Start Here.
Group A: Dan Diecker, Uzair Bhatti, Puji Bandi, Latoya Lewis.
Business Intelligence Michael Gross Tina Larsell Chad Anderson.
Business Intelligence Andrew Davis Andria Zippler Jana Krinsky Tiffany Ferris.
Business Driven Technology Unit 2
Clarity on the performance of IT Metricus at a Glance Metricus Metricus has been acknowledged for breaking new ground on IT performance management and.
Police Technology Chapter Twelve
12-1 Copyright © 2013 Pearson Canada Inc. Enhancing Decision Making Oleh : Kundang K Juman Enhancing Decision Making Oleh : Kundang K Juman CHAPTER TWELVE.
Business Intelligence
Center of Excellence for IT at Bellevue College. IT-enabled business decision making based on simple to complex data analysis processes  Database development.
DASHBOARDS Dashboard provides the managers with exactly the information they need in the correct format at the correct time. BI systems are the foundation.
Innovations in Justice Information Sharing Strategies and Best Practices February 2007 Melissa R. Johnson, CCA Communications Director, International Association.
Crime Analysis/Mapping Crime Analysis is the process of analyzing crime to identify patterns and suspects. –Who is doing what to whom, where, and when.
- Nathan Kelly. A geographic information system (GIS) integrates software, and data for managing, analyzing, and displaying all forms of geographically.
Analytics for Homicides St. Louis City
XP Information Information is everywhere in an organization Employees must be able to obtain and analyze the many different levels, formats, and granularities.
… are computer-based information systems that provide organizations with valuable information in a timely and effective manner to allow the functional.
Module 3: Business Information Systems
CHAPTER 11 Managerial Support Systems. CHAPTER OUTLINE  Managers and Decision Making  Business Intelligence Systems  Data Visualization Technologies.
What is Business Intelligence? Business intelligence (BI) –Range of applications, practices, and technologies for the extraction, translation, integration,
Dr. Rado Kotorov Technical Director Strategic Product Mgt. BI Applications For Crime Intelligence : Data Mining & Predictive Modeling.
Data Mining. 2 Models Created by Data Mining Linear Equations Rules Clusters Graphs Tree Structures Recurrent Patterns.
The National Intelligence Model (NIM)
Police Administration: Structures, Processes, and Behavior
Dashboard Muhammad Omer. What is Dashboard ?  “Dashboard is the data utilization software which means it can allow you to create and export interactive.
3 Objects (Views Synonyms Sequences) 4 PL/SQL blocks 5 Procedures Triggers 6 Enhanced SQL programming 7 SQL &.NET applications 8 OEM DB structure 9 DB.
Business Intelligence
Highline Class, BI 348 Basic Business Analytics using Excel, Chapter 01 Intro to Business Analytics BI 348, Chapter 01.
Data Mining as Pre-EDD Investigatory Tool Team 9.
MANAGEMENT SUPPORT SYSTEMS II 7. Business Intelligence.
Innovations in Justice Information Sharing Strategies and Best Practices November 30, 2006 Lisa M. Palmieri, CCA-Supervisory Intelligence Analyst President,
Business Intelligence and Reports Creation - Basic Concepts - August BTA Bootcamp As a Villanova graduate you are well positioned for a career.
Copyright © 2013 by The McGraw-Hill Companies, Inc. All rights reserved. McGraw-Hill/Irwin Business Plug-In B18 Business Intelligence.
Data Mining By : Tung, Sze Ming ( Leo ) CS 157B. Definition A class of database application that analyze data in a database using tools which look for.
INTERACTIVE ANALYSIS OF COMPUTER CRIMES PRESENTED FOR CS-689 ON 10/12/2000 BY NAGAKALYANA ESKALA.
Brandon Inscore Crime Analysis Supervisor Greensboro Police Department.
Introduction – Addressing Business Challenges Microsoft® Business Intelligence Solutions.
Metricus Metricus at a Glance Clarity on the performance of IT
CHAPTER 12 & Tech Guide 4 Business Intelligence & Intelligent Systems.
Chapter 7: Business Intelligence and Decision Support Copyright © 2013 Pearson Education, Inc. publishing as Prentice Hall Chapter
Chapter 5: Business Intelligence: Data Warehousing, Data Acquisition, Data Mining, Business Analytics, and Visualization DECISION SUPPORT SYSTEMS AND BUSINESS.
Criminal Intelligence and Crime Analysis Chapter 13 ©2013, Taylor & Francis.
Chapter 9 BUSINESS PERFORMANCE MANAGEMENT Sections 9.2, 9.8, 9.10, 9.11.
1 Book Cover Here Chapter 12 CRIME ANALYSIS AND COMING ATTRACTIONS IN THE INVESTIGATOR’S TOOLBOX Criminal Investigation: A Method for Reconstructing the.
Effects of Visualization and Interface Design on User Comprehensibility of Composite Data Asheem Chhetri, Apoorv Wairagade, Mahesh Gorantla, Hanye Xu,
Investigative Analytics Data science for everybody Curt A. Monash, Ph.D. President, Monash Research Editor, DBMS2
Books Visualizing Data by Ben Fry Data Structures and Problem Solving Using C++, 2 nd edition by Mark Allen Weiss MATLAB for Engineers, 3 rd edition by.
Data Visualization Data visualization is the presentation of data in a pictorial or graphical format. For centuries, people have depended on visual representations.
Bar Graphs Used to compare amounts, or quantities The bars provide a visual display for a quick comparison between different categories.
1 Database Systems, 8 th Edition Star Schema Data modeling technique –Maps multidimensional decision support data into relational database Creates.
Chapter 29 Conducting Market Research. Objectives  Explain the steps in designing and conducting market research  Compare primary and secondary data.
© David L. Wells Integrating Analytics into Business Intelligence Dave Wells
Introduction to Business Analytics
Chapter 3 Building Business Intelligence Chapter 3 DATABASES AND DATA WAREHOUSES Building Business Intelligence 6/22/2016 1Management Information Systems.
Decision Support and Business Intelligence Systems (9 th Ed., Prentice Hall) Chapter 9: Business Performance Management.
The Application of Data Mining in Telecommunication by Wang Lina February 2003.
Business Intelligence Energy, Resources and Utilities.
Supplemental Chapter: Business Intelligence Information Systems Development.
IOT – Firefighting Example
Business Intelligence
UNIT – V BUSINESS ANALYTICS
Big DATA.
Excel Dashboard - Power of Dashboard Reporting with Excel
Presentation transcript:

Business Intelligence in Crime Ji Zhang Lucas Matecki Lamont Davis Jenny Brunnert

 “includes the applications, infrastructure and tools, and best practices that enable access to and analysis of information to improve and optimize decisions and performance” - Gartner Research What is Business Intelligence (BI)?

Utilizing previous data sets and advanced statistics from past crimes to research and predict the occurrence of future crimes Characterize crime and patterns –(day, month, area, economic factors, payday, weather, etc.) Use software and modeling techniques BI’s Position in Crime Rate

 Quick response and reports to crime  Acknowledge where to deploy proper amounts of police force  Law enforcements agencies collecting too much data, but no recognizing the information:  “Data rich but information poor” Rob Mills  While, large agencies are utilizing BI software techniques and data mining, smaller agencies employ the use of data mining and predictive modeling to assist in preventing crime. BI Improvements in Crime

Techniques Utilized  Predictive Analytics  Analyzing data (times, locations, weather, conditions, etc.) of past crimes to forecast when and where crimes are most likely to occur next  Data Mining  Used to identify motives of individuals when shopping, likewise when locating criminals  Discovers hidden patterns and relationships throughout large amounts of information  Tactical Analysis  Creating models that represent a crime or crimes that can be connected to identify cases to locate suspects  Breaks down crime based on day and time and other variables  Behavioral Analysis  Predict future crime based on relationships or behavior of criminals  Using past criminal records to categorize performance

Use of Dashboards  Ability to locate & prevent crime (utilizing maps and charts) in real-time 1. Upload 911 calls immediately for dispatch & officer to respond to  Activate cameras within set range at the moment of these calls 2. Report, Chart, & Filter crimes by attributes to assist in solving or locating crime quicker Visual display of most import information necessary to achieve one or more objectives; consolidated and arranged on a single screen so the information can be monitored at a single glance. - Dashboard Insight.com

Use of Dashboards Con’t…  Analyze & Study: criminal patterns  Identify: characteristics of crimes within particular range  Locate : Hot Spots for Crime  Investigate : boundaries near particular landmarks  Chart & Graph: crime factors  Track & Monitor : current crime trends

Our Dashboard Example

CrimeView Dashboard -Rwnk1bYjwhttp:// -Rwnk1bYjw

Sources  02/how_bi_is_becoming_crime%E2%80%99s_biggest_enem y.html 02/how_bi_is_becoming_crime%E2%80%99s_biggest_enem y.html    tml tml  dashboards/fundamentals/what-is-a-dashboard.aspx dashboards/fundamentals/what-is-a-dashboard.aspx  