An empirical investigation and theoretic modeling for the collective online visiting behaviors
文献类型：期刊论文
| 作者 | Li Zhenpeng1; Tang Xijin2,3 ; Zhou Haijun4; Yan, Donghui5
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| 刊名 | PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
 |
| 出版日期 | 2018-08-01 |
| 卷号 | 503页码:969-980 |
| 关键词 | Sensation-stimulus law Geometric Brownian motion Log-normal distribution Collective novelty decaying Power law |
| ISSN号 | 0378-4371 |
| DOI | 10.1016/j.physa.2018.08.090 |
| 英文摘要 | 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. |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000452093900082 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/31795]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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