[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 …

Urban sensing using mobile phone network data: a survey of research

F Calabrese, L Ferrari, VD Blondel - Acm computing surveys (csur), 2014 - dl.acm.org
The recent development of telecommunication networks is producing an unprecedented
wealth of information and, as a consequence, an increasing interest in analyzing such data …

Graph neural networks: foundation, frontiers and applications

L Wu, P Cui, J Pei, L Zhao, X Guo - … of the 28th ACM SIGKDD Conference …, 2022 - dl.acm.org
The field of graph neural networks (GNNs) has seen rapid and incredible strides over the
recent years. Graph neural networks, also known as deep learning on graphs, graph …

Social sensing: A new approach to understanding our socioeconomic environments

Y Liu, X Liu, S Gao, L Gong, C Kang, Y Zhi… - Annals of the …, 2015 - Taylor & Francis
The emergence of big data brings new opportunities for us to understand our socioeconomic
environments. We use the term social sensing for such individual-level big geospatial data …

Geo-located Twitter as proxy for global mobility patterns

B Hawelka, I Sitko, E Beinat, S Sobolevsky… - Cartography and …, 2014 - Taylor & Francis
Pervasive presence of location-sharing services made it possible for researchers to gain an
unprecedented access to the direct records of human activity in space and time. This article …

Urban computing: concepts, methodologies, and applications

Y Zheng, L Capra, O Wolfson, H Yang - ACM Transactions on Intelligent …, 2014 - dl.acm.org
Urbanization's rapid progress has modernized many people's lives but also engendered big
issues, such as traffic congestion, energy consumption, and pollution. Urban computing …

Detecting the dynamics of urban structure through spatial network analysis

C Zhong, SM Arisona, X Huang, M Batty… - International Journal of …, 2014 - Taylor & Francis
Urban spatial structure in large cities is becoming ever more complex as populations grow in
size, engage in more travel, and have increasing amounts of disposable income that enable …

Discovering urban functional zones using latent activity trajectories

NJ Yuan, Y Zheng, X Xie, Y Wang… - … on Knowledge and …, 2014 - ieeexplore.ieee.org
The step of urbanization and modern civilization fosters different functional zones in a city,
such as residential areas, business districts, and educational areas. In a metropolis, people …

Revealing travel patterns and city structure with taxi trip data

X Liu, L Gong, Y Gong, Y Liu - Journal of transport Geography, 2015 - Elsevier
Delineating travel patterns and city structure has long been a core research topic in transport
geography. Different from the physical structure, the city structure beneath the complex travel …

[HTML][HTML] Uncovering patterns of inter-urban trip and spatial interaction from social media check-in data

Y Liu, Z Sui, C Kang, Y Gao - PloS one, 2014 - journals.plos.org
The article revisits spatial interaction and distance decay from the perspective of human
mobility patterns and spatially-embedded networks based on an empirical data set. We …