SlideShare a Scribd company logo
HOW EMERGING TECHNOLOGIES ARE
HELPING PREVENT CRIMES?
PREDICTIVE
POLICING
SUNIL JAGANI
SUMMARY
Controlling crimes and decreasing illegal activity is
getting a lot tougher for authorities. Even with all the
monitoring and scrutinization via patrols or undercover
missions, activity of crimes never seem to suppress.
Criminal acts are often works of masterminds and they
are uniquely crafted to pan out without making any
noise. So, by the time the police sort it out, the crimes
have already occured or is at its final stage where every
effort will be futile.
Therefore, there is only one way to stop crimes -
preventing it from happening at all. Emerging
technologies like BigData, Analytics, and Artificial
Intelligence has paved the way for predictive policing, a
term used to describe the latest way of preventing and
predicting crimes.
GLOBAL
INTERPRETATION
As per Beck and McCue 2015, "Predictive
policing is all about Proactive approach (action
taken a priory) of policing instead of the
traditional reactive one (action taken after
incidence)".
Charlie Beck, Chief of Detectives, Los Angeles
Police Department, and Colleen McCue,
President and CEO, MC2 Solutions, LLC, called
predictive policing, in general, “the next era in
policing.”
Predictive policing has been named as one of
the 50 best invention of 2011 by Times
Magazine
DEFINITION
In a broad way it is the application of
analytics and artificial intelligence for
prediction, identification and precaution of
any criminal activity, social threat and
public outrage.
HOW THE
IDEA WAS
ADOPTED?
The idea was influenced from the fact
- From weather forecasting to share
trading, we have been trying to
predict the future, in order to deal
better with the outcomes.
Hence, implementing the same logic
in preventing any sort of organized
crime made perfect sense.
AS GIVEN BY A REPORT OF RAND
CORPORATION PERRY ET.AL, PREDICTIVE
POLICING IS THE USE OF ANALYTICAL
TECHNIQUES TO IDENTIFY PROMISING
TARGETS FOR POLICE INTERVENTION
WITH THE GOAL OF PREVENTING CRIME,
SOLVING PAST CRIMES, AND IDENTIFYING
POTENTIAL OFFENDERS AND VICTIMS.
ECOMMERCE BUSINESS HAS A PROVEN
RECORD OF USING DATA ANALYTICS AND
PATTERN RECOLONIZATION TO ENDORSE
SPECIFIC PRODUCT TO NEEDFUL
CUSTOMERS.
PREDICTING CRIME USING
EMERGING TECHNOLOGIES
THEREFORE MADE
COMPLETE LOGIC
But, to solve a
crime is one thing.
To prevent it from
happening is
another.
IT REQUIRES
STRATEGIC PLANNING & IMPLEMENTATION
UNDERSTANDING
THE
CRIME
This is about predicting where the
potential crime is going to happen
depending on the circumstances.
The above thing separates it from
“Minority report” where it is predicted
who will do the crime.
So, the strength of predictive policing is
to prevent organized crime instead of
capturing the criminal.
FIGURING OUT
THE
PATTERN
Like criminal, every crime have a signature.
The pattern is affected by geographic
location, time of crime, climate-weather.
In organized crime, most of the time criminal
share common byground.
This pattern helps to figuring out the crime.
Apart from these, the group behavior during
a public outrage is mostly influenced by
messages and videos spreading in social
networks during that course of time.
So, group behavior pattern can be used to
prevent such incidents.
IDENTIFYING
THE
TYPE
As gin by Perry et.al, Predictive policing
methods fall into four general categories:
1. Methods for predicting crimes
2. Methods for predicting offenders
3. Methods for predicting perpetrators'
identities
4. Methods for predicting victims of crime
APPLYING
THE
PROCESS
Like any other data analytical process, it
follows 4 steps. Move to the next slide to know.
IMPLEMENTATION
AND SOLVING OF THE CRIME
DRAWBACKS
False positive reporting (falsely
predicting a crime to happen).
- This not only harasses the innocent
public but dilutes credibility of the system.
- After few false positive alarms, office
might ignore a true positive alarm
Officer might find it hard to follow
computer instructions than instincts.
Collection of data and making
database might hamper the privacy of
the public.
FUTURE
Clubbing with data analytics, Big Data,
and artificial intelligence, predictive
policing can lead to a healthy society
debarred of organized crime.
This can prevent the ever-increasing
cyber crime as well.
THANK YOU!
Sunil Jagani
ABOUT
Sunil Jagani is the founder of AllianceTek, an IT consulting firm that
offers proactive services to thousands of clients across the world.
Besides managing his company that is headquarted in Pennsylvania
and has 9 offices located within and outside of US, he likes to write on
various topics.
He likes sharing his massive insight on emerging technologies like
Artificial Intelligence, BigData, Internet of Things, Mobile Technology,
etc., and how they can aid in improving the environment around us.
SUNIL JAGANI
Alliance Tek
100 Deerfield Lane, Suite 250
Malvern, PA 19355
Phone: 484-892-5713
Email: pa.info@alliancetek.com
https://twitter.com/suniljagani
https://www.facebook.com/alliancetek
REACH
HIM
 
 

More Related Content

What's hot

06 analysis of crime
06 analysis of crime06 analysis of crime
06 analysis of crimeJim Gilmer
 
Crime analysis
Crime analysisCrime analysis
Crime analysis
Colin Bartram
 
Crime Analytics: Analysis of crimes through news paper articles
Crime Analytics: Analysis of crimes through news paper articlesCrime Analytics: Analysis of crimes through news paper articles
Crime Analytics: Analysis of crimes through news paper articles
Chamath Sajeewa
 
Fundamentalsof Crime Mapping 1
Fundamentalsof Crime Mapping 1Fundamentalsof Crime Mapping 1
Fundamentalsof Crime Mapping 1
Osokop
 
Intelligence Led Policing for Police Decision Makers
Intelligence Led Policing for Police Decision MakersIntelligence Led Policing for Police Decision Makers
Intelligence Led Policing for Police Decision Makers
Deborah Osborne
 
Crime Mapping & Analysis – Georgia Tech
Crime Mapping & Analysis – Georgia TechCrime Mapping & Analysis – Georgia Tech
Crime Mapping & Analysis – Georgia Tech
Jonathan D'Cruz
 
Crime Dataset Analysis for City of Chicago
Crime Dataset Analysis for City of ChicagoCrime Dataset Analysis for City of Chicago
Crime Dataset Analysis for City of Chicago
Stuti Deshpande
 
Anomaly detection
Anomaly detectionAnomaly detection
Anomaly detection
Dr. Stylianos Kampakis
 
Introduction to Police Technology
Introduction to Police TechnologyIntroduction to Police Technology
Introduction to Police Technology
Hi Tech Criminal Justice
 
Crime prediction-using-data-mining
Crime prediction-using-data-miningCrime prediction-using-data-mining
Crime prediction-using-data-mining
mohammed albash
 
Crime statistics uses
Crime statistics  usesCrime statistics  uses
Crime statistics uses
RUFUSDEVAIRAKKAM1
 
Anomaly Detection
Anomaly DetectionAnomaly Detection
Anomaly Detection
guest0edcaf
 
Crime prediction and strategy detection in data mining
Crime prediction and strategy detection in data miningCrime prediction and strategy detection in data mining
Crime prediction and strategy detection in data mining
Daffodil International University
 
Crime rate analysis using k nn in python
Crime rate analysis using k nn in python Crime rate analysis using k nn in python
Crime rate analysis using k nn in python
CloudTechnologies
 
Analysis of digital evidence
Analysis of digital evidenceAnalysis of digital evidence
Analysis of digital evidence
rakesh mishra
 
Digital Forensic
Digital ForensicDigital Forensic
Digital Forensic
Cleverence Kombe
 
Police IT Application
Police IT ApplicationPolice IT Application
Police IT Application
ADGP, Public Grivences, Bangalore
 
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means ClusteringCrime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means ClusteringReuben George
 
Intelligence led policing- pole sandbox (webinar 21012019)
Intelligence led policing- pole sandbox (webinar 21012019) Intelligence led policing- pole sandbox (webinar 21012019)
Intelligence led policing- pole sandbox (webinar 21012019)
Neo4j
 
Crime Data Analysis and Prediction for city of Los Angeles
Crime Data Analysis and Prediction for city of Los AngelesCrime Data Analysis and Prediction for city of Los Angeles
Crime Data Analysis and Prediction for city of Los Angeles
Heta Parekh
 

What's hot (20)

06 analysis of crime
06 analysis of crime06 analysis of crime
06 analysis of crime
 
Crime analysis
Crime analysisCrime analysis
Crime analysis
 
Crime Analytics: Analysis of crimes through news paper articles
Crime Analytics: Analysis of crimes through news paper articlesCrime Analytics: Analysis of crimes through news paper articles
Crime Analytics: Analysis of crimes through news paper articles
 
Fundamentalsof Crime Mapping 1
Fundamentalsof Crime Mapping 1Fundamentalsof Crime Mapping 1
Fundamentalsof Crime Mapping 1
 
Intelligence Led Policing for Police Decision Makers
Intelligence Led Policing for Police Decision MakersIntelligence Led Policing for Police Decision Makers
Intelligence Led Policing for Police Decision Makers
 
Crime Mapping & Analysis – Georgia Tech
Crime Mapping & Analysis – Georgia TechCrime Mapping & Analysis – Georgia Tech
Crime Mapping & Analysis – Georgia Tech
 
Crime Dataset Analysis for City of Chicago
Crime Dataset Analysis for City of ChicagoCrime Dataset Analysis for City of Chicago
Crime Dataset Analysis for City of Chicago
 
Anomaly detection
Anomaly detectionAnomaly detection
Anomaly detection
 
Introduction to Police Technology
Introduction to Police TechnologyIntroduction to Police Technology
Introduction to Police Technology
 
Crime prediction-using-data-mining
Crime prediction-using-data-miningCrime prediction-using-data-mining
Crime prediction-using-data-mining
 
Crime statistics uses
Crime statistics  usesCrime statistics  uses
Crime statistics uses
 
Anomaly Detection
Anomaly DetectionAnomaly Detection
Anomaly Detection
 
Crime prediction and strategy detection in data mining
Crime prediction and strategy detection in data miningCrime prediction and strategy detection in data mining
Crime prediction and strategy detection in data mining
 
Crime rate analysis using k nn in python
Crime rate analysis using k nn in python Crime rate analysis using k nn in python
Crime rate analysis using k nn in python
 
Analysis of digital evidence
Analysis of digital evidenceAnalysis of digital evidence
Analysis of digital evidence
 
Digital Forensic
Digital ForensicDigital Forensic
Digital Forensic
 
Police IT Application
Police IT ApplicationPolice IT Application
Police IT Application
 
Crime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means ClusteringCrime Pattern Detection using K-Means Clustering
Crime Pattern Detection using K-Means Clustering
 
Intelligence led policing- pole sandbox (webinar 21012019)
Intelligence led policing- pole sandbox (webinar 21012019) Intelligence led policing- pole sandbox (webinar 21012019)
Intelligence led policing- pole sandbox (webinar 21012019)
 
Crime Data Analysis and Prediction for city of Los Angeles
Crime Data Analysis and Prediction for city of Los AngelesCrime Data Analysis and Prediction for city of Los Angeles
Crime Data Analysis and Prediction for city of Los Angeles
 

Similar to Predictive Policing - How Emerging Technologies Are Helping Prevent Crimes?

Online crime investigation
Online crime investigationOnline crime investigation
Online crime investigation
Data Source
 
Survey on Crime Interpretation and Forecasting Using Machine Learning
Survey on Crime Interpretation and Forecasting Using Machine LearningSurvey on Crime Interpretation and Forecasting Using Machine Learning
Survey on Crime Interpretation and Forecasting Using Machine Learning
IRJET Journal
 
The Importance Of Intelligence-Led Policing
The Importance Of Intelligence-Led PolicingThe Importance Of Intelligence-Led Policing
The Importance Of Intelligence-Led Policing
Melissa Dudas
 
PA-Consulting-Group_Cybercrime-Tipping-point-survey-report
PA-Consulting-Group_Cybercrime-Tipping-point-survey-reportPA-Consulting-Group_Cybercrime-Tipping-point-survey-report
PA-Consulting-Group_Cybercrime-Tipping-point-survey-reportJames Fisher
 
Predective policing
Predective policingPredective policing
Predective policingFrank Smilda
 
Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...
Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...
Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...
AIRCC Publishing Corporation
 
The algorithms that are already changing your life By.Dr.Mahboob ali khan Phd
The algorithms that are already changing your life By.Dr.Mahboob ali khan PhdThe algorithms that are already changing your life By.Dr.Mahboob ali khan Phd
The algorithms that are already changing your life By.Dr.Mahboob ali khan Phd
Healthcare consultant
 
Crime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data miningCrime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data mining
Venkat Projects
 
Crime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data miningCrime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data mining
Venkat Projects
 
Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...
Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...
Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...
IJARIIT
 
Running head CRIME ANALYSIS .docx
Running head CRIME ANALYSIS                                     .docxRunning head CRIME ANALYSIS                                     .docx
Running head CRIME ANALYSIS .docx
healdkathaleen
 
Running head CRIME ANALYSIS .docx
Running head CRIME ANALYSIS                                     .docxRunning head CRIME ANALYSIS                                     .docx
Running head CRIME ANALYSIS .docx
todd271
 
Disadvantages Of Intelligence Led Policing
Disadvantages Of Intelligence Led PolicingDisadvantages Of Intelligence Led Policing
Disadvantages Of Intelligence Led Policing
Christina Ramirez
 
Cybercrime in government
Cybercrime in governmentCybercrime in government
Cybercrime in government
Jacqueline Fick
 
10 Criminology in the FutureCriminology in the FutureKristop.docx
10 Criminology in the FutureCriminology in the FutureKristop.docx10 Criminology in the FutureCriminology in the FutureKristop.docx
10 Criminology in the FutureCriminology in the FutureKristop.docx
hyacinthshackley2629
 
contributed articless e p t e m b e r 2 0 0 9 v o l.docx
contributed articless e p t e m b e r  2 0 0 9      v o l.docxcontributed articless e p t e m b e r  2 0 0 9      v o l.docx
contributed articless e p t e m b e r 2 0 0 9 v o l.docx
donnajames55
 
5 role of data science in fraud detection
5 role of data science in fraud detection5 role of data science in fraud detection
5 role of data science in fraud detection
1stepgrow
 
Predictive-Preventative-or-Intelligence-Led-Policing
Predictive-Preventative-or-Intelligence-Led-PolicingPredictive-Preventative-or-Intelligence-Led-Policing
Predictive-Preventative-or-Intelligence-Led-PolicingMartin Smith
 
Predictive preventative-or-intelligence-led-policing
Predictive preventative-or-intelligence-led-policingPredictive preventative-or-intelligence-led-policing
Predictive preventative-or-intelligence-led-policing
Yellow Pages of Pakistan
 
EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015
EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015
EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015
ADISPO Asociación de directores de seguridad
 

Similar to Predictive Policing - How Emerging Technologies Are Helping Prevent Crimes? (20)

Online crime investigation
Online crime investigationOnline crime investigation
Online crime investigation
 
Survey on Crime Interpretation and Forecasting Using Machine Learning
Survey on Crime Interpretation and Forecasting Using Machine LearningSurvey on Crime Interpretation and Forecasting Using Machine Learning
Survey on Crime Interpretation and Forecasting Using Machine Learning
 
The Importance Of Intelligence-Led Policing
The Importance Of Intelligence-Led PolicingThe Importance Of Intelligence-Led Policing
The Importance Of Intelligence-Led Policing
 
PA-Consulting-Group_Cybercrime-Tipping-point-survey-report
PA-Consulting-Group_Cybercrime-Tipping-point-survey-reportPA-Consulting-Group_Cybercrime-Tipping-point-survey-report
PA-Consulting-Group_Cybercrime-Tipping-point-survey-report
 
Predective policing
Predective policingPredective policing
Predective policing
 
Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...
Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...
Inflation-Crime Nexus: A Predictive Analysis of Crime Rate Using Inflationary...
 
The algorithms that are already changing your life By.Dr.Mahboob ali khan Phd
The algorithms that are already changing your life By.Dr.Mahboob ali khan PhdThe algorithms that are already changing your life By.Dr.Mahboob ali khan Phd
The algorithms that are already changing your life By.Dr.Mahboob ali khan Phd
 
Crime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data miningCrime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data mining
 
Crime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data miningCrime analysis mapping, intrusion detection using data mining
Crime analysis mapping, intrusion detection using data mining
 
Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...
Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...
Physical and Cyber Crime Detection using Digital Forensic Approach: A Complet...
 
Running head CRIME ANALYSIS .docx
Running head CRIME ANALYSIS                                     .docxRunning head CRIME ANALYSIS                                     .docx
Running head CRIME ANALYSIS .docx
 
Running head CRIME ANALYSIS .docx
Running head CRIME ANALYSIS                                     .docxRunning head CRIME ANALYSIS                                     .docx
Running head CRIME ANALYSIS .docx
 
Disadvantages Of Intelligence Led Policing
Disadvantages Of Intelligence Led PolicingDisadvantages Of Intelligence Led Policing
Disadvantages Of Intelligence Led Policing
 
Cybercrime in government
Cybercrime in governmentCybercrime in government
Cybercrime in government
 
10 Criminology in the FutureCriminology in the FutureKristop.docx
10 Criminology in the FutureCriminology in the FutureKristop.docx10 Criminology in the FutureCriminology in the FutureKristop.docx
10 Criminology in the FutureCriminology in the FutureKristop.docx
 
contributed articless e p t e m b e r 2 0 0 9 v o l.docx
contributed articless e p t e m b e r  2 0 0 9      v o l.docxcontributed articless e p t e m b e r  2 0 0 9      v o l.docx
contributed articless e p t e m b e r 2 0 0 9 v o l.docx
 
5 role of data science in fraud detection
5 role of data science in fraud detection5 role of data science in fraud detection
5 role of data science in fraud detection
 
Predictive-Preventative-or-Intelligence-Led-Policing
Predictive-Preventative-or-Intelligence-Led-PolicingPredictive-Preventative-or-Intelligence-Led-Policing
Predictive-Preventative-or-Intelligence-Led-Policing
 
Predictive preventative-or-intelligence-led-policing
Predictive preventative-or-intelligence-led-policingPredictive preventative-or-intelligence-led-policing
Predictive preventative-or-intelligence-led-policing
 
EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015
EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015
EUROPOL: THE INTERNET ORGANISED CRIME THREAT ASSESSMENT (IOCTA) 2015
 

More from Sunil Jagani

Strategic HR Leveraging AI for Smarter Human Resource Management
Strategic HR Leveraging AI for Smarter Human Resource ManagementStrategic HR Leveraging AI for Smarter Human Resource Management
Strategic HR Leveraging AI for Smarter Human Resource Management
Sunil Jagani
 
JWT Authentication and Role-Based Authorization
JWT Authentication and Role-Based AuthorizationJWT Authentication and Role-Based Authorization
JWT Authentication and Role-Based Authorization
Sunil Jagani
 
AllianceTek Delivering Exceptional Value As Recognized by GoodFirm and Clutch
AllianceTek Delivering Exceptional Value As Recognized by GoodFirm and ClutchAllianceTek Delivering Exceptional Value As Recognized by GoodFirm and Clutch
AllianceTek Delivering Exceptional Value As Recognized by GoodFirm and Clutch
Sunil Jagani
 
AI in Project Management An Overview - AllianceTek
AI in Project Management An Overview - AllianceTekAI in Project Management An Overview - AllianceTek
AI in Project Management An Overview - AllianceTek
Sunil Jagani
 
What App Development Looks Like in - 2024
What App Development Looks Like in - 2024What App Development Looks Like in - 2024
What App Development Looks Like in - 2024
Sunil Jagani
 
The Future of App Development, All About the Revolutionary FlutterFlow AI Gen
The Future of App Development, All About the Revolutionary FlutterFlow AI GenThe Future of App Development, All About the Revolutionary FlutterFlow AI Gen
The Future of App Development, All About the Revolutionary FlutterFlow AI Gen
Sunil Jagani
 
Should You Be Migrating from MVC to .NET Core
Should You Be Migrating from MVC to .NET CoreShould You Be Migrating from MVC to .NET Core
Should You Be Migrating from MVC to .NET Core
Sunil Jagani
 
7 Mobile App Analytics Tools in 2024 - AllianceTek
7 Mobile App Analytics Tools in 2024 - AllianceTek7 Mobile App Analytics Tools in 2024 - AllianceTek
7 Mobile App Analytics Tools in 2024 - AllianceTek
Sunil Jagani
 
Everything You Need to Know About The Microsoft SharePoint Framework
Everything You Need to Know About The Microsoft SharePoint FrameworkEverything You Need to Know About The Microsoft SharePoint Framework
Everything You Need to Know About The Microsoft SharePoint Framework
Sunil Jagani
 
Best Practices for SharePoint Governance and Security in 2023
Best Practices for SharePoint Governance and Security in 2023Best Practices for SharePoint Governance and Security in 2023
Best Practices for SharePoint Governance and Security in 2023
Sunil Jagani
 
Top 10 New Features of SharePoint in 2023
Top 10 New Features of SharePoint in 2023Top 10 New Features of SharePoint in 2023
Top 10 New Features of SharePoint in 2023
Sunil Jagani
 
Exploring SharePoint Lists: Unleashing the Full Potential for Data Management
Exploring SharePoint Lists: Unleashing the Full Potential for Data ManagementExploring SharePoint Lists: Unleashing the Full Potential for Data Management
Exploring SharePoint Lists: Unleashing the Full Potential for Data Management
Sunil Jagani
 
7 Upcoming Trends for Mobile App Development in 2023
7 Upcoming Trends for Mobile App Development in 20237 Upcoming Trends for Mobile App Development in 2023
7 Upcoming Trends for Mobile App Development in 2023
Sunil Jagani
 
CRM for E-commerce Startups Strategies to leverage CRM for growth and success
CRM for E-commerce Startups Strategies to leverage CRM for growth and successCRM for E-commerce Startups Strategies to leverage CRM for growth and success
CRM for E-commerce Startups Strategies to leverage CRM for growth and success
Sunil Jagani
 
The Role of Artificial Intelligence (AI) in Mobile App Development
The Role of Artificial Intelligence (AI) in Mobile App DevelopmentThe Role of Artificial Intelligence (AI) in Mobile App Development
The Role of Artificial Intelligence (AI) in Mobile App Development
Sunil Jagani
 
Progressive Web Apps: The Future of Mobile Development
Progressive Web Apps: The Future of Mobile DevelopmentProgressive Web Apps: The Future of Mobile Development
Progressive Web Apps: The Future of Mobile Development
Sunil Jagani
 
Building Cross-Platform Mobile Apps A Comparison of Frameworks
Building Cross-Platform Mobile Apps A Comparison of FrameworksBuilding Cross-Platform Mobile Apps A Comparison of Frameworks
Building Cross-Platform Mobile Apps A Comparison of Frameworks
Sunil Jagani
 
Best Practices for Mobile App Security and Data Privacy
Best Practices for Mobile App Security and Data PrivacyBest Practices for Mobile App Security and Data Privacy
Best Practices for Mobile App Security and Data Privacy
Sunil Jagani
 
The Top 10 Benefits of Salesforce for Business Growth
The Top 10 Benefits of Salesforce for Business GrowthThe Top 10 Benefits of Salesforce for Business Growth
The Top 10 Benefits of Salesforce for Business Growth
Sunil Jagani
 
The Importance of Mobile Accessibility in Salesforce Design
The Importance of Mobile Accessibility in Salesforce DesignThe Importance of Mobile Accessibility in Salesforce Design
The Importance of Mobile Accessibility in Salesforce Design
Sunil Jagani
 

More from Sunil Jagani (20)

Strategic HR Leveraging AI for Smarter Human Resource Management
Strategic HR Leveraging AI for Smarter Human Resource ManagementStrategic HR Leveraging AI for Smarter Human Resource Management
Strategic HR Leveraging AI for Smarter Human Resource Management
 
JWT Authentication and Role-Based Authorization
JWT Authentication and Role-Based AuthorizationJWT Authentication and Role-Based Authorization
JWT Authentication and Role-Based Authorization
 
AllianceTek Delivering Exceptional Value As Recognized by GoodFirm and Clutch
AllianceTek Delivering Exceptional Value As Recognized by GoodFirm and ClutchAllianceTek Delivering Exceptional Value As Recognized by GoodFirm and Clutch
AllianceTek Delivering Exceptional Value As Recognized by GoodFirm and Clutch
 
AI in Project Management An Overview - AllianceTek
AI in Project Management An Overview - AllianceTekAI in Project Management An Overview - AllianceTek
AI in Project Management An Overview - AllianceTek
 
What App Development Looks Like in - 2024
What App Development Looks Like in - 2024What App Development Looks Like in - 2024
What App Development Looks Like in - 2024
 
The Future of App Development, All About the Revolutionary FlutterFlow AI Gen
The Future of App Development, All About the Revolutionary FlutterFlow AI GenThe Future of App Development, All About the Revolutionary FlutterFlow AI Gen
The Future of App Development, All About the Revolutionary FlutterFlow AI Gen
 
Should You Be Migrating from MVC to .NET Core
Should You Be Migrating from MVC to .NET CoreShould You Be Migrating from MVC to .NET Core
Should You Be Migrating from MVC to .NET Core
 
7 Mobile App Analytics Tools in 2024 - AllianceTek
7 Mobile App Analytics Tools in 2024 - AllianceTek7 Mobile App Analytics Tools in 2024 - AllianceTek
7 Mobile App Analytics Tools in 2024 - AllianceTek
 
Everything You Need to Know About The Microsoft SharePoint Framework
Everything You Need to Know About The Microsoft SharePoint FrameworkEverything You Need to Know About The Microsoft SharePoint Framework
Everything You Need to Know About The Microsoft SharePoint Framework
 
Best Practices for SharePoint Governance and Security in 2023
Best Practices for SharePoint Governance and Security in 2023Best Practices for SharePoint Governance and Security in 2023
Best Practices for SharePoint Governance and Security in 2023
 
Top 10 New Features of SharePoint in 2023
Top 10 New Features of SharePoint in 2023Top 10 New Features of SharePoint in 2023
Top 10 New Features of SharePoint in 2023
 
Exploring SharePoint Lists: Unleashing the Full Potential for Data Management
Exploring SharePoint Lists: Unleashing the Full Potential for Data ManagementExploring SharePoint Lists: Unleashing the Full Potential for Data Management
Exploring SharePoint Lists: Unleashing the Full Potential for Data Management
 
7 Upcoming Trends for Mobile App Development in 2023
7 Upcoming Trends for Mobile App Development in 20237 Upcoming Trends for Mobile App Development in 2023
7 Upcoming Trends for Mobile App Development in 2023
 
CRM for E-commerce Startups Strategies to leverage CRM for growth and success
CRM for E-commerce Startups Strategies to leverage CRM for growth and successCRM for E-commerce Startups Strategies to leverage CRM for growth and success
CRM for E-commerce Startups Strategies to leverage CRM for growth and success
 
The Role of Artificial Intelligence (AI) in Mobile App Development
The Role of Artificial Intelligence (AI) in Mobile App DevelopmentThe Role of Artificial Intelligence (AI) in Mobile App Development
The Role of Artificial Intelligence (AI) in Mobile App Development
 
Progressive Web Apps: The Future of Mobile Development
Progressive Web Apps: The Future of Mobile DevelopmentProgressive Web Apps: The Future of Mobile Development
Progressive Web Apps: The Future of Mobile Development
 
Building Cross-Platform Mobile Apps A Comparison of Frameworks
Building Cross-Platform Mobile Apps A Comparison of FrameworksBuilding Cross-Platform Mobile Apps A Comparison of Frameworks
Building Cross-Platform Mobile Apps A Comparison of Frameworks
 
Best Practices for Mobile App Security and Data Privacy
Best Practices for Mobile App Security and Data PrivacyBest Practices for Mobile App Security and Data Privacy
Best Practices for Mobile App Security and Data Privacy
 
The Top 10 Benefits of Salesforce for Business Growth
The Top 10 Benefits of Salesforce for Business GrowthThe Top 10 Benefits of Salesforce for Business Growth
The Top 10 Benefits of Salesforce for Business Growth
 
The Importance of Mobile Accessibility in Salesforce Design
The Importance of Mobile Accessibility in Salesforce DesignThe Importance of Mobile Accessibility in Salesforce Design
The Importance of Mobile Accessibility in Salesforce Design
 

Recently uploaded

Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP
 
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project PresentationPredicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Boston Institute of Analytics
 
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
yhkoc
 
社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .
NABLAS株式会社
 
Opendatabay - Open Data Marketplace.pptx
Opendatabay - Open Data Marketplace.pptxOpendatabay - Open Data Marketplace.pptx
Opendatabay - Open Data Marketplace.pptx
Opendatabay
 
一比一原版(QU毕业证)皇后大学毕业证成绩单
一比一原版(QU毕业证)皇后大学毕业证成绩单一比一原版(QU毕业证)皇后大学毕业证成绩单
一比一原版(QU毕业证)皇后大学毕业证成绩单
enxupq
 
Q1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year ReboundQ1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year Rebound
Oppotus
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
ewymefz
 
FP Growth Algorithm and its Applications
FP Growth Algorithm and its ApplicationsFP Growth Algorithm and its Applications
FP Growth Algorithm and its Applications
MaleehaSheikh2
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Subhajit Sahu
 
一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单
ewymefz
 
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
axoqas
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP
 
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Subhajit Sahu
 
Adjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTESAdjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTES
Subhajit Sahu
 
Tabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflowsTabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflows
alex933524
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
TravisMalana
 
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
vcaxypu
 
一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单
一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单
一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单
nscud
 
Empowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptxEmpowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptx
benishzehra469
 

Recently uploaded (20)

Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
 
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project PresentationPredicting Product Ad Campaign Performance: A Data Analysis Project Presentation
Predicting Product Ad Campaign Performance: A Data Analysis Project Presentation
 
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
一比一原版(CU毕业证)卡尔顿大学毕业证成绩单
 
社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .社内勉強会資料_LLM Agents                              .
社内勉強会資料_LLM Agents                              .
 
Opendatabay - Open Data Marketplace.pptx
Opendatabay - Open Data Marketplace.pptxOpendatabay - Open Data Marketplace.pptx
Opendatabay - Open Data Marketplace.pptx
 
一比一原版(QU毕业证)皇后大学毕业证成绩单
一比一原版(QU毕业证)皇后大学毕业证成绩单一比一原版(QU毕业证)皇后大学毕业证成绩单
一比一原版(QU毕业证)皇后大学毕业证成绩单
 
Q1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year ReboundQ1’2024 Update: MYCI’s Leap Year Rebound
Q1’2024 Update: MYCI’s Leap Year Rebound
 
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
一比一原版(IIT毕业证)伊利诺伊理工大学毕业证成绩单
 
FP Growth Algorithm and its Applications
FP Growth Algorithm and its ApplicationsFP Growth Algorithm and its Applications
FP Growth Algorithm and its Applications
 
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...
 
一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单一比一原版(BU毕业证)波士顿大学毕业证成绩单
一比一原版(BU毕业证)波士顿大学毕业证成绩单
 
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
哪里卖(usq毕业证书)南昆士兰大学毕业证研究生文凭证书托福证书原版一模一样
 
Criminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdfCriminal IP - Threat Hunting Webinar.pdf
Criminal IP - Threat Hunting Webinar.pdf
 
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
Algorithmic optimizations for Dynamic Levelwise PageRank (from STICD) : SHORT...
 
Adjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTESAdjusting primitives for graph : SHORT REPORT / NOTES
Adjusting primitives for graph : SHORT REPORT / NOTES
 
Tabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflowsTabula.io Cheatsheet: automate your data workflows
Tabula.io Cheatsheet: automate your data workflows
 
Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)Malana- Gimlet Market Analysis (Portfolio 2)
Malana- Gimlet Market Analysis (Portfolio 2)
 
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
一比一原版(RUG毕业证)格罗宁根大学毕业证成绩单
 
一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单
一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单
一比一原版(CBU毕业证)不列颠海角大学毕业证成绩单
 
Empowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptxEmpowering Data Analytics Ecosystem.pptx
Empowering Data Analytics Ecosystem.pptx
 

Predictive Policing - How Emerging Technologies Are Helping Prevent Crimes?

  • 1. HOW EMERGING TECHNOLOGIES ARE HELPING PREVENT CRIMES? PREDICTIVE POLICING SUNIL JAGANI
  • 2. SUMMARY Controlling crimes and decreasing illegal activity is getting a lot tougher for authorities. Even with all the monitoring and scrutinization via patrols or undercover missions, activity of crimes never seem to suppress. Criminal acts are often works of masterminds and they are uniquely crafted to pan out without making any noise. So, by the time the police sort it out, the crimes have already occured or is at its final stage where every effort will be futile. Therefore, there is only one way to stop crimes - preventing it from happening at all. Emerging technologies like BigData, Analytics, and Artificial Intelligence has paved the way for predictive policing, a term used to describe the latest way of preventing and predicting crimes.
  • 3. GLOBAL INTERPRETATION As per Beck and McCue 2015, "Predictive policing is all about Proactive approach (action taken a priory) of policing instead of the traditional reactive one (action taken after incidence)". Charlie Beck, Chief of Detectives, Los Angeles Police Department, and Colleen McCue, President and CEO, MC2 Solutions, LLC, called predictive policing, in general, “the next era in policing.” Predictive policing has been named as one of the 50 best invention of 2011 by Times Magazine
  • 4. DEFINITION In a broad way it is the application of analytics and artificial intelligence for prediction, identification and precaution of any criminal activity, social threat and public outrage.
  • 5. HOW THE IDEA WAS ADOPTED? The idea was influenced from the fact - From weather forecasting to share trading, we have been trying to predict the future, in order to deal better with the outcomes. Hence, implementing the same logic in preventing any sort of organized crime made perfect sense.
  • 6. AS GIVEN BY A REPORT OF RAND CORPORATION PERRY ET.AL, PREDICTIVE POLICING IS THE USE OF ANALYTICAL TECHNIQUES TO IDENTIFY PROMISING TARGETS FOR POLICE INTERVENTION WITH THE GOAL OF PREVENTING CRIME, SOLVING PAST CRIMES, AND IDENTIFYING POTENTIAL OFFENDERS AND VICTIMS.
  • 7. ECOMMERCE BUSINESS HAS A PROVEN RECORD OF USING DATA ANALYTICS AND PATTERN RECOLONIZATION TO ENDORSE SPECIFIC PRODUCT TO NEEDFUL CUSTOMERS.
  • 8. PREDICTING CRIME USING EMERGING TECHNOLOGIES THEREFORE MADE COMPLETE LOGIC
  • 9. But, to solve a crime is one thing. To prevent it from happening is another.
  • 10. IT REQUIRES STRATEGIC PLANNING & IMPLEMENTATION
  • 11. UNDERSTANDING THE CRIME This is about predicting where the potential crime is going to happen depending on the circumstances. The above thing separates it from “Minority report” where it is predicted who will do the crime. So, the strength of predictive policing is to prevent organized crime instead of capturing the criminal.
  • 12. FIGURING OUT THE PATTERN Like criminal, every crime have a signature. The pattern is affected by geographic location, time of crime, climate-weather. In organized crime, most of the time criminal share common byground. This pattern helps to figuring out the crime. Apart from these, the group behavior during a public outrage is mostly influenced by messages and videos spreading in social networks during that course of time. So, group behavior pattern can be used to prevent such incidents.
  • 13. IDENTIFYING THE TYPE As gin by Perry et.al, Predictive policing methods fall into four general categories: 1. Methods for predicting crimes 2. Methods for predicting offenders 3. Methods for predicting perpetrators' identities 4. Methods for predicting victims of crime
  • 14. APPLYING THE PROCESS Like any other data analytical process, it follows 4 steps. Move to the next slide to know.
  • 15.
  • 17. DRAWBACKS False positive reporting (falsely predicting a crime to happen). - This not only harasses the innocent public but dilutes credibility of the system. - After few false positive alarms, office might ignore a true positive alarm Officer might find it hard to follow computer instructions than instincts. Collection of data and making database might hamper the privacy of the public.
  • 18. FUTURE Clubbing with data analytics, Big Data, and artificial intelligence, predictive policing can lead to a healthy society debarred of organized crime. This can prevent the ever-increasing cyber crime as well.
  • 20. ABOUT Sunil Jagani is the founder of AllianceTek, an IT consulting firm that offers proactive services to thousands of clients across the world. Besides managing his company that is headquarted in Pennsylvania and has 9 offices located within and outside of US, he likes to write on various topics. He likes sharing his massive insight on emerging technologies like Artificial Intelligence, BigData, Internet of Things, Mobile Technology, etc., and how they can aid in improving the environment around us.
  • 21. SUNIL JAGANI Alliance Tek 100 Deerfield Lane, Suite 250 Malvern, PA 19355 Phone: 484-892-5713 Email: pa.info@alliancetek.com https://twitter.com/suniljagani https://www.facebook.com/alliancetek REACH HIM