Mapping Poverty through Data Integration and Artificial Intelligence: A Special Supplement of the Key Indicators for Asia and the Pacific - Softcover

Asian Development Bank

 
9789292623135: Mapping Poverty through Data Integration and Artificial Intelligence: A Special Supplement of the Key Indicators for Asia and the Pacific
Softcover
ISBN 10: 9292623133 ISBN 13: 9789292623135
Verlag: Asian Development Bank, 2021

Inhaltsangabe

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.

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Verlag
Asian Development Bank
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
9292623133
ISBN 13 
9789292623135
Einband
Taschenbuch
Anzahl der Seiten
54
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

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Hamburg
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