Beyond Word2vec: An approach for urban functional region extraction and identification by combining Place2vec and POIs

The actual functions of a region may not reflect the intent of the original zoning scheme from planners. To identify the actual urban functional regions, numerous methods have been proposed with computational advancement. Specifically, remote sensing by image recognition, geodemographic classificati...

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Veröffentlicht in:	Computers, environment and urban systems environment and urban systems, 2019-03, Vol.74, p.1-12
Hauptverfasser:	Zhai, Wei, Bai, Xueyin, Shi, Yu, Han, Yu, Peng, Zhong-Ren, Gu, Chaolin
Format:	Artikel
Sprache:	eng
Schlagworte:	Big Data Classification Cluster analysis Clustering Data management Data mining Geo-Text Mining Geography Identification methods Image classification Machine Learning Neighborhoods Object recognition Place2vec POIs Regions Remote sensing Training Urban Functional Regions Urban planning Vector quantization Weight Zoning
Online-Zugang:	Volltext
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