Understanding the representativeness of mobile phone location data in characterizing human mobility indicators
The advent of big data has aided understanding of the driving forces of human mobility,
which is beneficial for many fields, such as mobility prediction, urban planning, and traffic …
which is beneficial for many fields, such as mobility prediction, urban planning, and traffic …
The effect of temporal sampling intervals on typical human mobility indicators obtained from mobile phone location data
Mobile phone location data have been extensively used to understand human mobility
patterns through the employment of mobility indicators. The temporal sampling interval (TSI) …
patterns through the employment of mobility indicators. The temporal sampling interval (TSI) …
Human mobility and socioeconomic status: Analysis of Singapore and Boston
Recently, some studies have shown that human movement patterns are strongly associated
with regional socioeconomic indicators such as per capita income and poverty rate. These …
with regional socioeconomic indicators such as per capita income and poverty rate. These …
Understanding aggregate human mobility patterns using passive mobile phone location data: A home-based approach
Advancements of information, communication and location-aware technologies have made
collections of various passively generated datasets possible. These datasets provide new …
collections of various passively generated datasets possible. These datasets provide new …
A mobility analytical framework for big mobile data in densely populated area
Due to the pervasiveness of mobile devices, a vast amount of geolocated data is generated,
which allows us to gain deep insight into human behavior. Among other data sources, the …
which allows us to gain deep insight into human behavior. Among other data sources, the …
Analyzing the distribution of human activity space from mobile phone usage: an individual and urban-oriented study
Travel activities are embodied as people's needs to be physically present at certain
locations. The development of Information and Communication Technologies (ICTs, such as …
locations. The development of Information and Communication Technologies (ICTs, such as …
Why do people move? Enhancing human mobility prediction using local functions based on public records and SNS data
The quality of life for people in urban regions can be improved by predicting urban human
mobility and adjusting urban planning accordingly. In this study, we compared several …
mobility and adjusting urban planning accordingly. In this study, we compared several …
Correlating mobile phone usage and travel behavior–A case study of Harbin, China
Information and communication technologies (ICTs), such as mobile phones and the
Internet, are increasingly pervasive in modern society. These technologies provide new …
Internet, are increasingly pervasive in modern society. These technologies provide new …
From cell tower location to user location: Understanding the spatial uncertainty of mobile phone network data in human mobility research
X Zhou, L You, S Zhong, M Cai - Computers, Environment and Urban …, 2024 - Elsevier
Mobile phone network data is a vital source for unveiling human mobility characteristics in
accordance with its large-scale spatiotemporal trajectory information. However, mobile …
accordance with its large-scale spatiotemporal trajectory information. However, mobile …
Assessing reliability of Chinese geotagged social media data for spatiotemporal representation of human mobility
Understanding the space-time dynamics of human activities is essential in studying human
security issues such as climate change impacts, pandemic spreading, or urban …
security issues such as climate change impacts, pandemic spreading, or urban …