An empirical investigation and theoretic modeling for the collective online visiting behaviors

doi:10.1016/j.physa.2018.08.090

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	An empirical investigation and theoretic modeling for the collective online visiting behaviors
	Li Zhenpeng 1; Tang Xijin2,3 ; Zhou Haijun 4; Yan, Donghui 5
	2018-08-01
发表期刊	PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
ISSN	0378-4371
卷号	503 页码:969-980
摘要	We study Tianya club (one of influential Chinese Bulletin Board System, or BBS), Tianya Zatan board users' clicks and replies behavior. We investigate the underlying statistics of clicks and replies, unravel the mechanism of the collective novelty decay and provide a probabilistic model to describe the users' cumulative clicking patterns. We find that the amount of clicks of the posts satisfy Geometric Brownian Motion and log-normal distribution, both the collective novelty and inter-replying time have an exponential decaying characteristic, and the amount of replies and clicks follow the power law distribution. Finally, sensation-stimulus law of psychophysics is used to explain the correlation between clicks and replies. This paper provides valuable insights for the collective online visiting behaviors, as well as an empirical and theoretic understanding for the massive online attention decaying principle. (C) 2018 Elsevier B.V. All rights reserved.
关键词	Sensation-stimulus law Geometric Brownian motion Log-normal distribution Collective novelty decaying Power law
DOI	10.1016/j.physa.2018.08.090
语种	英语
资助项目	General Program of National Natural Science Foundation of China[61473284] ; Key Program of National Natural Science Foundation of China[71731002] ; fund for Less Developed Regions of the National Natural Science Foundation of China[71661001]
WOS研究方向	Physics
WOS类目	Physics, Multidisciplinary
WOS记录号	WOS:000452093900082
出版者	ELSEVIER SCIENCE BV
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/31796
专题	系统科学研究所
通讯作者	Li Zhenpeng
作者单位	1.Dali Univ, Dept Math & Comp Sci, Dali 671003, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 4.Univ Chinese Acad Sci, Sch Phys Sci, Beijing 100049, Peoples R China 5.Univ Massachusetts, Dept Math, Dartmouth, MA USA
推荐引用方式 GB/T 7714	Li Zhenpeng,Tang Xijin,Zhou Haijun,et al. An empirical investigation and theoretic modeling for the collective online visiting behaviors[J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,2018,503:969-980.
APA	Li Zhenpeng,Tang Xijin,Zhou Haijun,&Yan, Donghui.(2018).An empirical investigation and theoretic modeling for the collective online visiting behaviors.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,503,969-980.
MLA	Li Zhenpeng,et al."An empirical investigation and theoretic modeling for the collective online visiting behaviors".PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS 503(2018):969-980.