Empirical analysis on temporal statistics of human correspondence patterns

被引:51
作者
Li, Nan-Nan [3 ]
Zhang, Ning [3 ]
Zhou, Tao [1 ,2 ]
机构
[1] Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Peoples R China
[2] Univ Fribourg, Dept Phys, CH-1700 Fribourg, Switzerland
[3] Shanghai Univ Sci & Technol, Sch Business, Shanghai 200093, Peoples R China
基金
上海市自然科学基金; 中国国家自然科学基金;
关键词
human dynamics; correspondence patterns; burstiness; power-law distribution;
D O I
10.1016/j.physa.2008.07.021
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Recently, extensive empirical evidence shows that the timing of human behaviors obeys non-Possion statistics with heavy-tailed interevent time distribution. In this paper, we empirically study the correspondence pattern of a great Chinese scientist, named Hsue-Shen Tsien. Both the interevent time distribution and response time distributions deviate from the Poisson statistics, showing an approximate power-law decaying. The two power-law exponents are more or less the same (about 2.1), which strongly Support the hypothesis in [A. Vazquez,J.G. Oliveira, Z. Dezsb, K.-I. Goh, I. Kondor, A.-L. Barabasi, Phys. Rev. E 73 (2006) 036127] that the response time distribution of the tasks could in fact drive the interevent time distribution, and both the two distributions should decay with the same exponent. Our result is against the claim in [A. Wzquez, J.G. Oliveira, Z. Dezsb, K.-I. Goh, I. Kondor, A.-L. Barabasi, Phys. Rev. E 73 (2006) 036127], which suggests the human correspondence pattern belongs to a universality class with exponent 1.5. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:6391 / 6394
页数:4
相关论文
共 17 条
[1]   Testing a priority-based queue model with Linux command histories [J].
Baek, Seung Ki ;
Kim, Tae Young ;
Kim, Beom Jun .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2008, 387 (14) :3660-3668
[2]   The Architecture of complexity [J].
Barabasi, Albert-Lashlo .
IEEE CONTROL SYSTEMS MAGAZINE, 2007, 27 (04) :33-42
[3]   The origin of bursts and heavy tails in human dynamics [J].
Barabási, AL .
NATURE, 2005, 435 (7039) :207-211
[4]   Dynamics of information access on the web [J].
Dezso, Z. ;
Almaas, E. ;
Lukacs, A. ;
Racz, B. ;
Szakadat, I. ;
Barabasi, A. -L. .
PHYSICAL REVIEW E, 2006, 73 (06)
[5]   Burstiness and memory in complex systems [J].
Goh, K.-I. ;
Barabasi, A.-L. .
EPL, 2008, 81 (04)
[6]   Problems with fitting to the power-law distribution [J].
Goldstein, ML ;
Morris, SA ;
Yen, GG .
EUROPEAN PHYSICAL JOURNAL B, 2004, 41 (02) :255-258
[7]  
Haight Frank A., 1967, HDB POISSON DISTRIBU
[8]   Modeling human dynamics with adaptive interest [J].
Han, Xiao-Pu ;
Zhou, Tao ;
Wang, Bing-Hong .
NEW JOURNAL OF PHYSICS, 2008, 10
[9]  
Henderson T., 2001, MULTIMEDIA 01, P212
[10]  
Hong W., ARXIV08022577