A model of human behavior dynamics and exact results

被引：7
|
作者：
Guo Jin-Li [1 ]
机构：
[1] Shanghai Univ Sci & Technol, Sch Business, Shanghai 200093, Peoples R China
来源：
ACTA PHYSICA SINICA | 2010年 / 59卷 / 06期
基金：
中国国家自然科学基金;
关键词：
human behavior dynamics; Poisson process; power-law distributions; queueing theory;
D O I：
10.7498/aps.59.3851
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
Barabasi has proposed a queue model of the human behavior. In this paper we compare the Barabasi results and Vazquez results. We proposed a model of human behavior dynamics by taking into consideration the service-time distribution. We obtained exact results for the model by calculating the waiting time distribution and sojourn tune distribution of active tasks. The results show that the waiting time distribution of the model is a power-law distribution with exponent 2 for the highest priority first selection protocol. This exponent approximates to degree exponent 2. I observed in Hsue-Shen Tsien correspondence pattern.
引用
收藏
页码：3851 / 3855
页数：5
相关论文
共 18 条
  • [1] Asymptotics for M/G/1 low-priority waiting-time tail probabilities
    Abate, J
    Whitt, W
    [J]. QUEUEING SYSTEMS, 1997, 25 (1-4) : 173 - 233
  • [2] Conference registration: how people react to a deadline
    Alfi, Valentina
    Parisi, Giorgio
    Pietronero, Luciano
    [J]. NATURE PHYSICS, 2007, 3 (11) : 746 - 746
  • [3] The origin of bursts and heavy tails in human dynamics
    Barabási, AL
    [J]. NATURE, 2005, 435 (7039) : 207 - 211
  • [4] Modeling human activity in the spirit of Barabasi's queueing systems
    Blanchard, Ph.
    Hongler, M. -O.
    [J]. PHYSICAL REVIEW E, 2007, 75 (02):
  • [5] Cohen J.W., 1982, The Single-Server Queue, V2nd ed.
  • [6] Dynamics of information access on the web
    Dezso, Z.
    Almaas, E.
    Lukacs, A.
    Racz, B.
    Szakadat, I.
    Barabasi, A. -L.
    [J]. PHYSICAL REVIEW E, 2006, 73 (06)
  • [7] Community structure in small-world and scale-free networks
    Du Hai-Feng
    Li Shu-Zhuo
    Marcus, W. F.
    Yue Zhong-Shan
    Yang Xu-Song
    [J]. ACTA PHYSICA SINICA, 2007, 56 (12) : 6886 - 6893
  • [8] Are networks with more edges easier to synchronize, or not?
    Duan Zhi-Sheng
    Wang Wen-Xu
    Liu Chao
    Chen Guan-Rong
    [J]. CHINESE PHYSICS B, 2009, 18 (08) : 3122 - 3130
  • [9] Biased diffusion and universality in model queues
    Grinstein, G.
    Linsker, R.
    [J]. PHYSICAL REVIEW LETTERS, 2006, 97 (13)
  • [10] The classification and analysis of dynamic networks
    Guo Jin-Li
    [J]. CHINESE PHYSICS, 2007, 16 (05): : 1239 - 1245
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