[PDF][PDF] A survey of results on mobile phone datasets analysis

VD Blondel, A Decuyper, G Krings - EPJ data science, 2015 - Springer
In this paper, we review some advances made recently in the study of mobile phone
datasets. This area of research has emerged a decade ago, with the increasing availability …

Temporal networks

P Holme, J Saramäki - Physics reports, 2012 - Elsevier
A great variety of systems in nature, society and technology–from the web of sexual contacts
to the Internet, from the nervous system to power grids–can be modeled as graphs of …

Recurrent marked temporal point processes: Embedding event history to vector

N Du, H Dai, R Trivedi, U Upadhyay… - Proceedings of the …, 2016 - dl.acm.org
Large volumes of event data are becoming increasingly available in a wide variety of
applications, such as healthcare analytics, smart cities and social network analysis. The …

Temporal properties of higher-order interactions in social networks

G Cencetti, F Battiston, B Lepri, M Karsai - Scientific reports, 2021 - nature.com
Human social interactions in local settings can be experimentally detected by recording the
physical proximity and orientation of people. Such interactions, approximating face-to-face …

Unravelling daily human mobility motifs

CM Schneider, V Belik, T Couronné… - Journal of The …, 2013 - royalsocietypublishing.org
Human mobility is differentiated by time scales. While the mechanism for long time scales
has been studied, the underlying mechanism on the daily scale is still unrevealed. Here, we …

Differences in the mechanics of information diffusion across topics: idioms, political hashtags, and complex contagion on twitter

DM Romero, B Meeder, J Kleinberg - Proceedings of the 20th …, 2011 - dl.acm.org
There is a widespread intuitive sense that different kinds of information spread differently on-
line, but it has been difficult to evaluate this question quantitatively since it requires a setting …

[LLIBRE][B] A guide to temporal networks

N Masuda, R Lambiotte - 2016 - World Scientific
A network is a collection of nodes and edges, where an edge connects two nodes. Many
social, natural and engineered systems can be represented as networks. Examples include …

Inferring networks of diffusion and influence

M Gomez-Rodriguez, J Leskovec… - ACM Transactions on …, 2012 - dl.acm.org
Information diffusion and virus propagation are fundamental processes taking place in
networks. While it is often possible to directly observe when nodes become infected with a …

Patterns of temporal variation in online media

J Yang, J Leskovec - Proceedings of the fourth ACM international …, 2011 - dl.acm.org
Online content exhibits rich temporal dynamics, and diverse realtime user generated content
further intensifies this process. However, temporal patterns by which online content grows …

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 …