Hidden scaling patterns and universality in written communication

被引:11
作者
Formentin, M. [1 ]
Lovison, A. [2 ]
Maritan, A. [1 ]
Zanzotto, G. [3 ]
机构
[1] Univ Padua, Dipartimento Fis Galileo Galilei, I-35131 Padua, Italy
[2] Univ Padua, Dipartimento Matemat, I-35131 Padua, Italy
[3] Univ Padua, Dipartimento Psicol Gen, I-35131 Padua, Italy
来源
PHYSICAL REVIEW E | 2014年 / 90卷 / 01期
关键词
POWER-LAW DISTRIBUTIONS; HUMAN DYNAMICS; HEAVY TAILS; BURSTS; IMPACT;
D O I
10.1103/PhysRevE.90.012817
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
The temporal statistics exhibited by written correspondence appear to be media dependent, with features which have so far proven difficult to characterize. We explain the origin of these difficulties by disentangling the role of spontaneous activity from decision-based prioritizing processes in human dynamics, clocking all waiting times through each agent's "proper time" measured by activity. This unveils the same fundamental patterns in written communication across all media (letters, email, sms), with response times displaying truncated power-law behavior and average exponents near -3/2. When standard time is used, the response time probabilities are theoretically predicted to exhibit a bimodal character, which is empirically borne out by our newly collected years-long data on email. These perspectives on the temporal dynamics of human correspondence should aid in the analysis of interaction phenomena in general, including resource management, optimal pricing and routing, information sharing, and emergency handling.
引用
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页数:7
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