Physics – Data Analysis – Statistics and Probability
Scientific paper
2005-10-25
Physics
Data Analysis, Statistics and Probability
This manuscript re-analizes data from Barabasi's paper in Nature, "The origins of bursts and heavy tails in human dynamics", b
Scientific paper
In a recent letter, Barabasi claims that the dynamics of a number of human activities are scale-free [1]. He specifically reports that the probability distribution of time intervals tau between consecutive e-mails sent by a single user and time delays for e-mail replies follow a power-law with an exponent -1, and proposes a priority-queuing process as an explanation of the bursty nature of human activity. Here, we quantitatively demonstrate that the reported power-law distributions are solely an artifact of the analysis of the empirical data and that the proposed model is not representative of e-mail communication patterns.
Amaral Luis A. N.
Malmgren Dean R.
Stouffer Daniel B.
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