On the regularity of human mobility

EMR Oliveira, AC Viana, C Sarraute, J Brea… - Pervasive and Mobile …, 2016 - Elsevier
On a routinary scenario, the human mobility characteristics considered in this work can
be used to forecast the situation for the next days and inform the driver, for example, about …

On the regularity of human mobility

E Mucceli, AC Viana, C Sarraute, J Brea… - Pervasive and Mobile …, 2016 - inria.hal.science
On a routinary scenario, the human mobility characteristics considered in this work can
be used to forecast the situation for the next days and inform the driver, for example, about …

The impact of stationarity, regularity, and context on the predictability of individual human mobility

DDC Teixeira, AC Viana, JM Almeida… - … on Spatial Algorithms and …, 2021 - dl.acm.org
… ’s mobility. Next, we show how to incorporate contextual information into the limits of predictability,
as well as how to quantify its impact on … of predictability in human mobility relies on the …

On the regularity of human mobility patterns at times of a pandemic

F Vanni, D Lambert - arXiv preprint arXiv:2104.08975, 2021 - arxiv.org
… e ect on contagious transmission. Among the social-related factors which have an impact
on the spread of airborne diseases like the Covid-19 case, we nd human mobility, inter-…

Learning to simulate human mobility

J Feng, Z Yang, F Xu, H Yu, M Wang, Y Li - … on knowledge discovery & …, 2020 - dl.acm.org
… We propose to utilize the prior knowledge of human mobility regularity to improve the …
regularity of human mobility before GAN training. Based on the regularity of human mobility, …

Regularity and predictability of human mobility in personal space

D Austin, RM Cross, T Hayes, J Kaye - PloS one, 2014 - journals.plos.org
on two main questions, both of which address aspects of predictability and regularity in human
mobility … First, we sought to determine whether scaling laws in human mobility similar to …

Understanding collective regularity in human mobility as a familiar stranger phenomenon

Y Leng, D Santistevan, A Pentland - Scientific Reports, 2021 - nature.com
… Moreover, with more data on human mobility and social … , insights on familiar strangers
help provide implications on … that the spatial-temporal regularity in familiar strangers can be …

[PDF][PDF] On estimating the predictability of human mobility: the role of routine

DC Teixeira, JM Almeida, AC Viana - EPJ Data Science, 2021 - Springer
on our previously proposed metrics [13], namely regularityregularity and stationarity, paint
a clearer picture of what affects the predictability of the routine component of one’s mobility. …

Investigating semantic regularity of human mobility lifestyle

VM de Lira, S Rinzivillo, C Renso, VC Times… - Proceedings of the 18th …, 2014 - dl.acm.org
… pers base theirs findings on the analysis of GSM data [2, 3, 7]. Cellular phones positioning …
based on entropy to predict human mobility [5], while the work [9] investigates the regularity of …

Partial correlation between spatial and temporal regularities of human mobility

W Geng, G Yang - Scientific reports, 2017 - nature.com
Regularity, also known as predictability, is the kernel of the current research on human
mobility 13, 15 . Spatial regularity, which is closely related to the act of human displacement, has …