relation: http://eprints.imtlucca.it/2400/
title: Contextual analysis framework for bursty dynamics
creator: Jo, Hang-Hyun
creator: Pan, Raj K.
creator: Perotti, Juan I.
creator: Kaski, Kimmo
subject: QC Physics
description: To understand the origin of bursty dynamics in natural and social processes we provide a general analysis framework in which the temporal process is decomposed into subprocesses and then the bursts in subprocesses, called contextual bursts, are combined to collective bursts in the original process. For the combination of subprocesses, it is required to consider the distribution of different contexts over the original process. Based on minimal assumptions for interevent time statistics, we present a theoretical analysis for the relationship between contextual and collective interevent time distributions. Our analysis framework helps to exploit contextual information available in decomposable bursty dynamics.
publisher: American Physical Society
date: 2013-06
type: Article
type: PeerReviewed
format: application/pdf
language: en
identifier: http://eprints.imtlucca.it/2400/1/PhysRevE_Perotti_2013.pdf
identifier:   Jo, Hang-Hyun and Pan, Raj K. and Perotti, Juan I. and Kaski, Kimmo  Contextual analysis framework for bursty dynamics.  Physical Review E, 87.  062131.  ISSN 1539-3755      (2013)  
relation: http://link.aps.org/doi/10.1103/PhysRevE.87.062131
relation: 10.1103/PhysRevE.87.062131