We introduce a stochastic model which describes diffusions of tweets on the
Twitter network. By dividing the followers into generations, we describe the
dynamics of the tweet diffusion as a random multiplicative process. We confirm
our model by directly observing the statistics of the multiplicative factors in
the Twitter data.
%0 Journal Article
%1 Kawamoto2013Stochastic
%A Kawamoto, Tatsuro
%D 2013
%J Physica A: Statistical Mechanics and its Applications
%K twitter information-diffusion
%R 10.1016/j.physa.2013.03.048
%T A stochastic model of the tweet diffusion on the Twitter network
%U http://dx.doi.org/10.1016/j.physa.2013.03.048
%X We introduce a stochastic model which describes diffusions of tweets on the
Twitter network. By dividing the followers into generations, we describe the
dynamics of the tweet diffusion as a random multiplicative process. We confirm
our model by directly observing the statistics of the multiplicative factors in
the Twitter data.
@article{Kawamoto2013Stochastic,
abstract = {{We introduce a stochastic model which describes diffusions of tweets on the
Twitter network. By dividing the followers into generations, we describe the
dynamics of the tweet diffusion as a random multiplicative process. We confirm
our model by directly observing the statistics of the multiplicative factors in
the Twitter data.}},
added-at = {2019-06-10T14:53:09.000+0200},
archiveprefix = {arXiv},
author = {Kawamoto, Tatsuro},
biburl = {https://www.bibsonomy.org/bibtex/228055e8ccb30b0f0c21a463fde8743dd/nonancourt},
citeulike-article-id = {11325991},
citeulike-linkout-0 = {http://dx.doi.org/10.1016/j.physa.2013.03.048},
citeulike-linkout-1 = {http://arxiv.org/abs/1209.5599},
citeulike-linkout-2 = {http://arxiv.org/pdf/1209.5599},
day = 25,
doi = {10.1016/j.physa.2013.03.048},
eprint = {1209.5599},
interhash = {91e0fa7910d1311cc56d9ec159ec9204},
intrahash = {28055e8ccb30b0f0c21a463fde8743dd},
issn = {0378-4371},
journal = {Physica A: Statistical Mechanics and its Applications},
keywords = {twitter information-diffusion},
month = apr,
posted-at = {2012-09-26 10:13:07},
priority = {2},
timestamp = {2019-07-31T12:36:13.000+0200},
title = {{A stochastic model of the tweet diffusion on the Twitter network}},
url = {http://dx.doi.org/10.1016/j.physa.2013.03.048},
year = 2013
}