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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Economics, finance, business & management Economics Development economics & emerging economies

• Plný název: Mapping Poverty through Data Integration and Artificial Intelligence
• Podnázev: A Special Supplement of the Key Indicators for Asia and the Pacific
• Autor: Asian Development Bank
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 54
• EAN: 9789292623135
• ISBN: 9292623133
• ID: 33379710
• Nakladatelství: Asian Development Bank
• Hmotnost: 191 g
• Rozměry: 280 × 216 × 4 mm
• Datum vydání: 01. September 2020

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