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#BigData4DigitalEcon @datapopalliance Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance

Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

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Page 1: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

#BigData4DigitalEcon@datapopalliance

Leveraging Big Data, Open Algorithms and AI for Human DevelopmentDoha | 17 February, 2019Julie Ricard | Data-Pop Alliance

Page 2: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

For a people-centered 4th Industrial Revolution

Research Training Strategy

Page 3: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

1. The promises of AI for sustainable development

2. Requirements for implementation

3. Use cases: Ciudata Segura

Page 4: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

The promises of AI forsustainable development

1

Data revolution for 2030AI for SDGs

Page 5: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

A Decade of Data Revolution

Page 6: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Data Revolution for 2030

MDGs SDGs

8 goals 17 goals

21 objectives 169 objectives

60 indicators 232 indicators(without duplicates)

vs

vs

vs

“A data revolution for all people and the whole planet”

Page 7: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Data Revolution for 2030

vs

vs

1.1.11.2.11.2.2

Tier 1Tier 1Tier 2

Source: Flowminder and the WorldPop Program at University of Southampton

Mapping poverty using CDRs and satellite data | Bangladesh

Page 9: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Requirements for implementation

2

(Big) DataChallenges for implementation

OPAL: next generation data systems

Page 10: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For
Page 11: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Big data or ‘digital breadcrumbs’

Page 12: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

From 3Vs to 3Cs of Big Data

‘Crumbs’

Capacities

Communities & culture

Page 13: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Challenges for implementation

Data access?

Data protection and privacy?

Representativeness?

International standards?

Page 14: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Developing standards and norms to leverage private sector data for good, ethically, at scale

OPAL Consortium

OPAL: next generation data systems

Page 15: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

End users (e.g. National Statistical

Offices)

Certified open algorithms are sent to query the data

No personal data is ever exposed

Partner companies /

data controllers

Algorithm developers and potential users

Aggregated indicators are made available for the SDGs and more

Open algorithms for sustainable development

Page 16: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

OPAL started in Colombia and Senegal with their National Statistical Offices and telecom operatorsFounders

Partners

Funders

Page 17: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Use cases

3

Ciudata SeguraBuilding systems, capacities, connections locally

Page 18: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

data-centric analysis

through...public policy

options and action plans

towards...

Understand and address crime dynamics in 6

cities

Data-centric policy options

Why is crime concentrated in certain areas?Why some individuals deviate into crime and others don't?

Drivers of urban criminality | Colombia

Page 19: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

11.7.111.7.2

T. 3T. 3

16.116.a

T. 1-3T. 1

Page 20: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Coordination and technical expertise

Technical and academic expertise

Strategic supportStrategic and financial support

Ciudata Segura: project consortium

Page 21: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

Instituciones a nivel nacional

Ciudata Segura: partners in Colombia

Page 22: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

DPA across continents

Building systems, capacities, connections locally

Page 23: Development #BigData4DigitalEcon AI for Human ... · Leveraging Big Data, Open Algorithms and AI for Human Development Doha | 17 February, 2019 Julie Ricard | Data-Pop Alliance. For

For a people-centered 4th Industrial Revolution

Julie Ricard, Deputy Director | [email protected] | @datapopalliance | www.facebook.com/datapopalliance