Extracting urban functional regions from points of interest and human activities on location‐based social networks

S Gao, K Janowicz, H Couclelis - Transactions in GIS, 2017 - Wiley Online Library
Data about points of interest (POI) have been widely used in studying urban land use types
and for sensing human behavior. However, it is difficult to quantify the correct mix or the …

Big data in the public sector: A systematic literature review

C Fredriksson, F Mubarak, M Tuohimaa… - Scandinavian Journal of …, 2017 - publicera.kb.se
This systematic literature review describes how the concept of Big Data in the public sector
is understood theoretically and practically in the academic field. The article's aim is to …

Spatial variations in urban public ridership derived from GPS trajectories and smart card data

W Tu, R Cao, Y Yue, B Zhou, Q Li, Q Li - Journal of Transport Geography, 2018 - Elsevier
Understanding urban public ridership is essential for promoting public transportation.
However, limited efforts have been made to reveal the spatial variations of multi-modal …

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

W Zhai, X Bai, Y Shi, Y Han, ZR Peng, C Gu - Computers, environment and …, 2019 - Elsevier
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 …

Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k-medoids method

Y Chen, X Liu, X Li, X Liu, Y Yao, G Hu, X Xu… - Landscape and Urban …, 2017 - Elsevier
This paper presents a novel method for delineating urban functional areas based on
building-level social media data. Our method assumes that social media activities in …

crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis

C Chen, D Zhang, X Ma, B Guo, L Wang… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Despite the great demand on and attempts at package express shipping services, online
retailers have not yet had a practical solution to make such services profitable. In this paper …

Variability in regularity: Mining temporal mobility patterns in London, Singapore and Beijing using smart-card data

C Zhong, M Batty, E Manley, J Wang, Z Wang, F Chen… - PloS one, 2016 - journals.plos.org
To discover regularities in human mobility is of fundamental importance to our
understanding of urban dynamics, and essential to city and transport planning, urban …

Identifying urban building function by integrating remote sensing imagery and POI data

A Lin, X Sun, H Wu, W Luo, D Wang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Identifying urban building function plays a critical role in understanding the complexness of
urban construction and improving the effectiveness of urban planning. The emergence of …

Time-location-relationship combined service recommendation based on taxi trajectory data

X Kong, F Xia, J Wang, A Rahim… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Recently, urban traffic management has encountered a paradoxical situation which is the
empty carrying phenomenon for taxi drivers and the difficulty of taking a taxi for passengers …

Validating activity, time, and space diversity as essential components of urban vitality

C Kang, D Fan, H Jiao - … and Planning B: Urban Analytics and …, 2021 - journals.sagepub.com
Urbanization's rapid progress presents an urgent challenge for developing a predictive,
quantitative theory of “the death and life of cities”(aka “the essential diversity conditions for …