eprintid: 2400
rev_number: 9
eprint_status: archive
userid: 6
dir: disk0/00/00/24/00
datestamp: 2014-12-04 10:01:07
lastmod: 2016-04-06 09:23:39
status_changed: 2014-12-04 10:01:07
type: article
metadata_visibility: show
creators_name: Jo, Hang-Hyun
creators_name: Pan, Raj K.
creators_name: Perotti, Juan I.
creators_name: Kaski, Kimmo
creators_id: 
creators_id: 
creators_id: juanignacio.perotti@imtlucca.it
creators_id: 
title: Contextual analysis framework for bursty dynamics
ispublished: pub
subjects: QC
divisions: EIC
full_text_status: public
keywords: PACS number(s): 05.40.−a, 89.75.Da, 89.20.−a
note: © 2013 American Physical Society
abstract: 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.
date: 2013-06
date_type: published
publication: Physical Review E
volume: 87
publisher: American Physical Society
pagerange: 062131
id_number: 10.1103/PhysRevE.87.062131
refereed: TRUE
issn: 1539-3755
official_url: http://link.aps.org/doi/10.1103/PhysRevE.87.062131
citation:   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)  
document_url: http://eprints.imtlucca.it/2400/1/PhysRevE_Perotti_2013.pdf