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Novissi scheme: Togo uses AI to boost economic inclusion

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Thursday, 06 May 2021 10:13
(Togo First) - Geospatial and demographic data analyzed by predictive algorithms enabled the Togolese government to refine targeting and optimize the second phase of its Novissi cash transfer program, supported by the international NGO
GiveDirectly.
AI used to support Novissi
Artificial intelligence tools have been made available by the World Bank, through the International Development Association (IDA) as part of the Single Identification Program for regional integration and inclusion in West Africa.
The 100 poorest cantons in Togo were identified using geospatial and demographic data. To achieve this, World Bank technicians and experts from the American University of Berkeley and the Northwestern University established micro-estimates of wealth for areas of 2.4 km², a territorial division made by satellite imagery, by applying deep learning algorithms. ....

Josh Blumenstock , International Development Association , Development Lab , World Bank , American University Of Berkeley , Northwestern University , Single Identification Program , Togo First , American University , Data Intensive Development Lab , Poverty Action , Bretton Woods , ஜோஷ் புளூமென்ஸ்டாக் , சர்வதேச வளர்ச்சி சங்கம் , வளர்ச்சி ஆய்வகம் , உலகம் வங்கி , அமெரிக்கன் பல்கலைக்கழகம் ஆஃப் பெர்க்லி , வடமேற்கு பல்கலைக்கழகம் , போவதற்கு முதல் , அமெரிக்கன் பல்கலைக்கழகம் , தகவல்கள் தீவிர வளர்ச்சி ஆய்வகம் , பாவர்டீ நடவடிக்கை , பிரெட்டன் வூட்ஸ் ,

How GiveDirectly is finding the poorest people in the world—and sending them cash

How GiveDirectly is finding the poorest people in the world and sending them cash
Talib Visram
The economic effects of COVID-19 have drastically driven up the world’s extreme poverty level. The World Bank estimates that the number of people living on less than $1.90 per day will reach 150 million by 2021. GiveDirectly, a charity that has focused for just under a decade on direct cash transfers to people in poverty around the world, particularly in Africa, has been escalating its pandemic relief efforts and continually innovating with partners to find groundbreaking ways to target the most in need of money. The charity’s latest innovation is harnessing an algorithm, designed by UC Berkeley, that uses artificial intelligence to identify the poorest individuals in the poorest areas, and transfer cash relief directly to them. ....

Cina Lawson , Josh Blumenstock , Han Sheng Chia , Uc Berkeley School Of Information , Postal Affairs , World Bank , சீன லாசன் , ஜோஷ் புளூமென்ஸ்டாக் , ஹான் ஷெங் சியா , அக் பெர்க்லி பள்ளி ஆஃப் தகவல் , போஸ்டல் வாழ்க்கைத்தொழில்கள் , உலகம் வங்கி ,