[PDF][PDF] A survey of results on mobile phone datasets analysis
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 …
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
The recent development of telecommunication networks is producing an unprecedented
wealth of information and, as a consequence, an increasing interest in analyzing such data …
wealth of information and, as a consequence, an increasing interest in analyzing such data …
Graph neural networks: foundation, frontiers and applications
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 …
recent years. Graph neural networks, also known as deep learning on graphs, graph …
Social sensing: A new approach to understanding our socioeconomic environments
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 …
environments. We use the term social sensing for such individual-level big geospatial data …
Geo-located Twitter as proxy for global mobility patterns
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 …
unprecedented access to the direct records of human activity in space and time. This article …
Urban computing: concepts, methodologies, and applications
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 …
issues, such as traffic congestion, energy consumption, and pollution. Urban computing …
Detecting the dynamics of urban structure through spatial network analysis
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 …
size, engage in more travel, and have increasing amounts of disposable income that enable …
Discovering urban functional zones using latent activity trajectories
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 …
such as residential areas, business districts, and educational areas. In a metropolis, people …
Revealing travel patterns and city structure with taxi trip data
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 …
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
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 …
mobility patterns and spatially-embedded networks based on an empirical data set. We …