The TimeGeo modeling framework for urban mobility without travel surveys

S Jiang, Y Yang, S Gupta… - Proceedings of the …, 2016 - National Acad Sciences
Well-established fine-scale urban mobility models today depend on detailed but
cumbersome and expensive travel surveys for their calibration. Not much is known …

Measuring urban social diversity using interconnected geo-social networks

D Hristova, MJ Williams, M Musolesi… - Proceedings of the 25th …, 2016 - dl.acm.org
Large metropolitan cities bring together diverse individuals, creating opportunities for
cultural and intellectual exchanges, which can ultimately lead to social and economic …

POI recommendation: A temporal matching between POI popularity and user regularity

Z Yao, Y Fu, B Liu, Y Liu, H Xiong - 2016 IEEE 16th …, 2016 - ieeexplore.ieee.org
Point of interest (POI) recommendation, which provides personalized recommendation of
places to mobile users, is an important task in location-based social networks (LBSNs) …

LSTM-based deep learning model for predicting individual mobility traces of short-term foreign tourists

A Crivellari, E Beinat - Sustainability, 2020 - mdpi.com
The increasing availability of trajectory recordings has led to the mining of a massive amount
of historical track data, allowing for a better understanding of travel behaviors by revealing …

Emergence of encounter networks due to human mobility

AP Riascos, JL Mateos - PloS one, 2017 - journals.plos.org
There is a burst of work on human mobility and encounter networks. However, the
connection between these two important fields just begun recently. It is clear that both are …

Density-based place clustering using geo-social network data

D Wu, J Shi, N Mamoulis - IEEE Transactions on Knowledge …, 2017 - ieeexplore.ieee.org
Spatial clustering deals with the unsupervised grouping of places into clusters and finds
important applications in urban planning and marketing. Current spatial clustering models …

Understanding the user behavior of foursquare: A data-driven study on a global scale

Y Chen, J Hu, Y Xiao, X Li, P Hui - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Being a leading online service providing both local search and social networking functions,
Foursquare has attracted tens of millions of users all over the world. Understanding the user …

The role of urban mobility in retail business survival

K D'Silva, K Jayarajah, A Noulas, C Mascolo… - Proceedings of the ACM …, 2018 - dl.acm.org
Economic and urban planning agencies have strong interest in tackling the hard problem of
predicting the odds of survival of individual retail businesses. In this work, we tap urban …

Measurement and analysis of the swarm social network with tens of millions of nodes

Y Chen, J Hu, H Zhao, Y Xiao, P Hui - IEEE Access, 2018 - ieeexplore.ieee.org
Social graphs have been widely used for representing the relationship among users in
online social networks (OSNs). As crawling an entire OSN is resource-and time-consuming …

Temporal visitation patterns of points of interest in cities on a planetary scale: a network science and machine learning approach

F Betancourt, AP Riascos, JL Mateos - Scientific Reports, 2023 - nature.com
We aim to study the temporal patterns of activity in points of interest of cities around the
world. In order to do so, we use the data provided by the online location-based social …