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An empirical investigation and theoretic modeling for the collective online visiting behaviors
Li Zhenpeng1; Tang Xijin2,3; Zhou Haijun4; Yan, Donghui5
2018-08-01
Source PublicationPHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
ISSN0378-4371
Volume503Pages:969-980
AbstractWe 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.
KeywordSensation-stimulus law Geometric Brownian motion Log-normal distribution Collective novelty decaying Power law
DOI10.1016/j.physa.2018.08.090
Language英语
Funding ProjectGeneral 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 Research AreaPhysics
WOS SubjectPhysics, Multidisciplinary
WOS IDWOS:000452093900082
PublisherELSEVIER SCIENCE BV
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/31796
Collection系统科学研究所
Affiliation1.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
Recommended Citation
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.
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