Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k-medoids method
Abstract
A novel method is presented for delineating urban functional areas. Heterogeneity is found in building clusters with similar urban functions. Concentric structures are found in urban villages that were deemed disordered.
- Publication:
-
Landscape and Urban Planning
- Pub Date:
- April 2017
- DOI:
- 10.1016/j.landurbplan.2016.12.001
- Bibcode:
- 2017LUrbP.160...48C
- Keywords:
-
- Urban functional areas;
- Social media data;
- Dynamic time warping;
- k-Medoids