Scale-free properties of human mobility and applications to intelligent transportation systems

DL Ferreira, BAA Nunes… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Characterizing and modeling node mobility is of critical importance in building intelligent
transportation systems and their applications. In this paper, we discuss the scale-free …

Understanding the movement predictability of international travelers using a nationwide mobile phone dataset collected in South Korea

Y Xu, D Zou, S Park, Q Li, S Zhou, X Li - Computers, Environment and …, 2022 - Elsevier
The abilities to predict tourist movements are critical to many urban applications, such as
travel recommendations, targeted advertising, and infrastructure planning. Despite its …

Event-based mobility modeling and analysis

JM Jiang, H Zhu, Q Li, Y Zhao, L Zhao… - ACM Transactions on …, 2017 - dl.acm.org
Mobility is a critical issue that must be considered during the modeling and analyzing of a
mobile system. At a high abstract level, event-based models can directly specify a mobile …

A realistic outdoor urban pedestrian mobility model

R Vogt, I Nikolaidis, P Gburzynski - Simulation Modelling Practice and …, 2012 - Elsevier
Existing generative mobility models, used to produce mobility data for simulated agents in,
eg, wireless network simulations, suffer from a number of limitations. Most significantly …

A realistic trace-based mobility model for first responder scenarios

M Schwamborn, N Aschenbruck, P Martini - Proceedings of the 13th …, 2010 - dl.acm.org
Realistic modeling of the nodes' mobility is essential for obtaining credible results from the
simulative performance evaluation of wireless multi-hop networks. However, most of the …

Analyzing large-scale human mobility data: a survey of machine learning methods and applications

E Toch, B Lerner, E Ben-Zion, I Ben-Gal - Knowledge and Information …, 2019 - Springer
Human mobility patterns reflect many aspects of life, from the global spread of infectious
diseases to urban planning and daily commute patterns. In recent years, the prevalence of …

[HTML][HTML] Population mobility modelling for mobility data simulation

K Smolak, W Rohm, K Knop, K Siła-Nowicka - Computers, Environment and …, 2020 - Elsevier
Mobility models have a broad range of applications in areas related to human movements,
such as urban planning, transportation, and simulations of diseases spread. In the last …

[PDF][PDF] Managing Scale Issues in Spatio-Temporal Movement of Tourists Modeling

JC Xia, C Arrowsmith - … of the International Congress on Modelling …, 2005 - researchgate.net
The spatio-temporal modelling of tourist movements incorporates knowledge from a number
of different research disciplines including psychology, tourism, computer science and …

Perfect simulations for random trip mobility models

S PalChaudhuri, JY Le Boudec… - 38th annual simulation …, 2005 - ieeexplore.ieee.org
The random trip model was recently proposed as a generic mobility model that contains
many particular mobility models, including the widely-known random waypoint and random …

Human mobility prediction based on individual and collective geographical preferences

F Calabrese, G Di Lorenzo… - 13th international IEEE …, 2010 - ieeexplore.ieee.org
Understanding and predicting human mobility is a crucial component of transportation
planning and management. In this paper we propose a new model to predict the location of …