株式会社極東書店トップ ＞ 商品一覧 ＞ Mapping Poverty through Data Integration and Artificial Intelligence : A Special Supplement of the Key Indicators for Asia and the Pacific.
商品詳細
Mapping Poverty through Data Integration and Artificial Intelligence : A Special Supplement of the Key Indicators for Asia and the Pacific.
・ISBN 978-92-9262-313-5 paper US$ 22.00
￥5,154.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
お気に入り
★★★
| 出版社 | (Asian Development Bank, PH) |
|---|---|
| 出版年月 | 2021.03 |
| ページ数 | 54 pp. |
| 言語 | ENG |
| ニュース番号 | ＜671-344＞ |
解説
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.
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.