KMS Of Academy of mathematics and systems sciences, CAS
| An empirical investigation and theoretic modeling for the collective online visiting behaviors | |
Li Zhenpeng1; Tang Xijin2,3 ; Zhou Haijun4; Yan, Donghui5
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| 2018-08-01 | |
| Source Publication | PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
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| ISSN | 0378-4371 |
| Volume | 503Pages:969-980 |
| Abstract | 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. |
| Keyword | Sensation-stimulus law Geometric Brownian motion Log-normal distribution Collective novelty decaying Power law |
| DOI | 10.1016/j.physa.2018.08.090 |
| Language | 英语 |
| Funding Project | 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 Research Area | Physics |
| WOS Subject | Physics, Multidisciplinary |
| WOS ID | WOS:000452093900082 |
| Publisher | ELSEVIER SCIENCE BV |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/31796 |
| Collection | 系统科学研究所 |
| Affiliation | 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 |
| 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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