[PDF][PDF] A survey of results on mobile phone datasets analysis

VD Blondel, A Decuyper, G Krings - EPJ data science, 2015 - Springer
In this paper, we review some advances made recently in the study of mobile phone
datasets. This area of research has emerged a decade ago, with the increasing availability …

Large-scale mobile traffic analysis: a survey

D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …

Urban sensing based on mobile phone data: Approaches, applications, and challenges

M Ghahramani, MC Zhou… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
Data volume grows explosively with the proliferation of powerful smartphones and
innovative mobile applications. The ability to accurately and extensively monitor and …

[PDF][PDF] 基于大数据的流空间研究进展

杨延杰, 尹丹, 刘紫玟, 黄庆旭, 何春阳, 吴康 - 地理科学进展, 2020 - researching.cn
流空间是认识城市网络结构和演化的重要手段. 近年来大数据的快速发展为流空间研究提供了新
的机遇和挑战. 论文系统综述了基于大数据的流空间研究进展. 首先, 论文梳理了基于大数据流 …

Analysing the spatial-temporal characteristics of bus travel demand using the heat map

C Yu, ZC He - Journal of Transport Geography, 2017 - Elsevier
As the basic travel service for urban transit, bus services carry the majority of urban
passengers. The characterisation of urban residents' transit trips can provide a first-hand …

Mobile phone data analysis: A spatial exploration toward hotspot detection

M Ghahramani, MC Zhou… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The percentage of processed large-scale heterogeneous data is exploding and technology
is the most obvious reason for the big data issue. Nowadays, the results of data expansion …

Enhancing spatial accuracy of mobile phone data using multi-temporal dasymetric interpolation

O Järv, H Tenkanen, T Toivonen - International Journal of …, 2017 - Taylor & Francis
Novel digital data sources allow us to attain enhanced knowledge about locations and
mobilities of people in space and time. Already a fast-growing body of literature …

Mapping dynamic urban land use patterns with crowdsourced geo-tagged social media (Sina-Weibo) and commercial points of interest collections in Beijing, China

Y Wang, T Wang, MH Tsou, H Li, W Jiang, F Guo - Sustainability, 2016 - mdpi.com
In fast-growing cities, especially large cities in developing countries, land use types are
changing rapidly, and different types of land use are mixed together. It is difficult to assess …

Understanding spatiotemporal patterns of human convergence and divergence using mobile phone location data

X Yang, Z Fang, Y Xu, SL Shaw, Z Zhao, L Yin… - … International Journal of …, 2016 - mdpi.com
Investigating human mobility patterns can help researchers and agencies understand the
driving forces of human movement, with potential benefits for urban planning and traffic …

Exploring segregation and mobilities: Application of an activity tracking app on mobile phone

NM Yip, R Forrest, S Xian - Cities, 2016 - Elsevier
Increased mobility has posed a challenge to the study of social segregation which
conventionally adapts a static view in linking people's source of identity and social …