Mapping Poverty Through Data Integration and Artificial Intelligence

Language: English

Published by Asian Development Bank, PH, 2021

9292623133 / 9789292623135

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This special supplement to the Key Indicators for Asia and the Pacific 2020 discusses how poverty estimates can be enhanced by integrating household surveys and censuses with data extracted from satellite imagery. As part of a special ADB knowledge initiative, computer vision techniques and machine-learning algorithms were applied on datasets from the Philippines and Thailand to demonstrate increased granularity of poverty estimation using artificial intelligence. The report identifies practical considerations and technical requirements for this novel approach to mapping the spatial distribution of poverty. It also outlines the investments required by national statistics offices to fully capitalize on the benefits of incorporating innovative data sources into conventional work programs.

Seller Inventory # LU-9789292623135

Title
Mapping Poverty Through Data Integration and Artificial Intelligence
Author
Asian Development Bank
Publisher
Asian Development Bank, PH
Publication year
2021
Condition
New
Binding
Paperback
Language
English
ISBN 10
9292623133
ISBN 13
9789292623135
Item weight
333 grams
Dimensions
21.59 x 0.51 x 27.99 cm

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