Abu Dhabi Police s AI Roadmap, Strategy & Experience

Transcription

1 Abu Dhabi Police s AI Roadmap, Strategy & Experience Major Dr. Nasser Alsaedi Abu Dhabi Police 1

2 Smart...Smarter...Smartest E-Government Transformation in the UAE

3 E-Government Transformation in the UAE 2000 E-Government 2013 Smart Government Artificial Intelligence-Launched AI strategy as part of UAE Centennial 2071 Smart Transformation- Achieved 100%

4 UAE Strategy Main Objectives: for Artificial Intelligence Governance of AI Activation Implementation Leadership Development & High Tech First Major Project Achieving the UAE Centennial 2071 Activating numerous programs, initiatives & projects Setting up an AI work team & AI Council Develop AI capabilities for leaders and enhance skills of all staff FRAMEWORK Reduce the government s annual spending by 50 %

5 Artificial Intelligence and Policing

6 Abu Dhabi Police: Vision, Mission and Values Vision: To ensure that Abu Dhabi remains one of the safest societies in the world, by providing high quality policing services to everyone in the Emirate. Mission: Our purpose is to bring about a safer society, to maintain stability, to reduce crime and contribute to the delivery of justice in a way which secures and maintains public confidence. Values: Fairness & Justice Integrity Professionalism Communication Excellence

7 Abu Dhabi Police: Priorities and Objectives Controlling Crime. Making the most of our human resources through the implementation of the best international practices. Increasing community confidence in Police & Public Safety Services. Maintaining the safety and security of Abu Dhabi. Making the roads safer. Providing all Policing operations with functional support.

8 Expected Outcome of Using AI in Policing Security Challenges Expected Outcome 5 Info. Exchange 1 Big Data Adopting AI Technology 5 Better Customer Experience 1 Data Integration Real Time 4 is Essential Challenges Emergencies 3 More Highly HR Required 2 Enhance productivity & Increasing HR Efficiency Immediate & Quick Response. Big Data Analytics & the Ideal use of Information Security Decision Support 4 Outcome Predictive, Adaptive & more Robust 3 Reduce Expenses & Increase Profit 2

9 Moving from Reactive to Predictive Policing Predictive Reactive Routine Patrol, Immediate Response to Calls, & Follow-up Investigations. Proactive Police Presence, Public Engagement & Preventing Crime. Smart & Effective. Answer the 5 W's Questions. Use Algorithms, Big Data & Patterns.

10 Governing AI in Abu Dhabi Police

11 1 Stages of Appling AI in Abu Dhabi Police Create an AI Strategy in Priorities and Objectives 2 3 Establish an AI Council Enhance AI Skills of HR 4 Launch the First Group of AI Projects in Security 6 Internal and External Partnerships 5 Organize an International AI Conference in Security & Policing

12 First: the AI Specialised Strategy

13 Abu Dhabi Police Strategy for AI Abu Dhabi Police Strategy Safety Supporting Specialized Operations Objective Priority Resources Services Community Confidence The Ideal Use of AI in Policing ADP 5: A Policing Organizatio n that is Managed Efficiently and Effectively.

14 Second: Establishing an AI Council

15 UAE GOVERNMENT UAE Strategy for Artificial Intelligence Abu Dhabi Police Strategy Abu Dhabi Police Strategy for AI Abu Dhabi Police AI Council Agreements & partnerships Budget adoption Supervising the Strategy Policies & Legislation Forming Executive Committees Representing ADP in AI Approval of Projects

16 Third: AI Projects in AD Police

17 Launched AI Projects in AD Police

18 AI Projects that has been Launched & Approved ADP OPTIMA for best traffic solution Predictive Policing AI Simulation Modeling & Training The Dangerous Violators

19 Predictive Policing الشرطة التنبؤية Strategic Axes Safety Supporting Operations Resources Community Confidence Services Description Traditional method Using AI Technology Support the decision making to distribute car patrols & recourses to the optimum locations to improve the response time and to achieve the best response time for future reports (Prediction). Allocating Cars & HR based on Experience. Trial and Error. Based heavily on the human factor. Can be Biased. Limited historical & Real-time data. Longer response time. Benefits of Using AI Algorithms Allocating Cars & HR based on AI and Simulation. Much better response time. Adaptive, more Robust and in Real-time. Increase efficiency and productivity. Methodology Maps into Nodes Big Data: ICCC Genetic Algorithm Monte Carlo Simulation

20 ADP OPTIMA التنبؤ باالزدحام المروري وأفضل الحلول Strategic Axes Safety Supporting Operations Resources Community Confidence Services Description Traditional method Using AI Technology Predict traffic congestion and propose best solutions, strategies and scenarios to help making better decisions of planned or unplanned events to enhance road safety & quality and to manage dynamically changing traffic. Based on Human Experience. Only Planned Events. Less flexibility. Biased. Limited historical & Real-time data. Can Not adopt dynamic change. Benefits of Using AI Algorithms Propose the best solutions, strategies and traffic scenarios Abu Dhabi. Predicting future impacts and the real-time assessment of planned and unplanned events. Increase community & road users satisfaction. VisSim Model Big Data: Historical & Realtime GIS Systems Methodology Neural Networks

21 The Dangerous Violators السائق الخطر Strategic Axes Safety Supporting Operations Resources Community Confidence Services Description Traditional method Using AI Technology A mechanism for identifying dangerous drivers (Violators) based on historical and real time data data as well as to analyze & predict drivers behavior. The use of traditional offenses methods. There is no characterization of drivers. There are no prediction of driver s behaviour. Limited use of historical data only. Benefits of Using AI Algorithms Automatically identifying dangerous drivers and in real time. Predicting drivers' behaviour and taking immediate action starting from awareness, warning to taking legal action. Predicting hot spots for violations and accidents. Increase community & road users satisfaction. Big Data: Historical & Real-time Unsupervised Clustering Algorithm Methodology Supervised Learning/ Classification

22 Future AI Projects in AD Police

23 Examples of Future AI Projects Super Intelligent Traffic Policing Events & Crowds Management Innovative Integrated services Big Data Analytics Predictive Policing Decision Making Based on AI Future AI Statistics Modern Information Security High Tech HR Futurist Command & Control Centre Sustainable Infrastructure

24 Abu Dhabi Smart & Safe City ADPSSC Integrating Big Data from Various Systems in Real- Time with GIS Big Data Analytics using AI Predictive Policing. Support Decision-Making 24

25 Thank You Dr Nasser Alsaedi 25