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 …
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 …
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 …
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
… 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-…
on the spread of airborne diseases like the Covid-19 case, we nd human mobility, inter-…
Learning to simulate human mobility
… 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 of human mobility before GAN training. Based on the regularity of human mobility, …
Regularity and predictability of human mobility in personal space
… 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 …
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 …
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 regularity … regularity and stationarity, paint
a clearer picture of what affects the predictability of the routine component of one’s mobility. …
a clearer picture of what affects the predictability of the routine component of one’s mobility. …
Investigating semantic regularity of human mobility lifestyle
… 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 …
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 …
mobility 13, 15 . Spatial regularity, which is closely related to the act of human displacement, has …
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