Collective attention dynamic induced by novelty decay
文献类型：期刊论文
| 作者 | Li, Zhenpeng2; Tang, Xijin3,4; Hong, Zhenjie1 |
| 刊名 | EUROPEAN PHYSICAL JOURNAL B
 |
| 出版日期 | 2022-08-01 |
| 卷号 | 95期号:8页码:11 |
| ISSN号 | 1434-6028 |
| DOI | 10.1140/epjb/s10051-022-00385-y |
| 英文摘要 | We investigate Chinese BBS-Tianya Club collective users' behaviors empirically and confirm that emerging attention on posts follows q-exponential novelty decay. We analytically derive a general model of reply asymptotic behavior, showing that the microscopic rate of change obeys the Gibrat proportional effect and q-exponential novelty decay. Rigorous statistical comparison and tests confirm that the empirically observed distribution of replies is subject to power-law distribution with an exponential cutoff, which is consistent with our theoretical analysis, suggesting that the proposed model effectively describes the collective replying dynamics on BBS. |
| 资助项目 | National Natural Science Foundation of China[71661001] |
| WOS研究方向 | Physics |
| 语种 | 英语 |
| 出版者 | SPRINGER |
| WOS记录号 | WOS:000842360200001 |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/61075]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Li, Zhenpeng |
| 作者单位 | 1.Wenzhou Univ, Wenzhou 325035, Zhejiang, Peoples R China 2.Taizhou Univ, Sch Elect & Informat Engn, Taizhou 318000, Zhejiang, Peoples R China 3.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100049, Peoples R China 4.Univ Chinese Acad Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Li, Zhenpeng,Tang, Xijin,Hong, Zhenjie. Collective attention dynamic induced by novelty decay[J]. EUROPEAN PHYSICAL JOURNAL B,2022,95(8):11. |
| APA | Li, Zhenpeng,Tang, Xijin,&Hong, Zhenjie.(2022).Collective attention dynamic induced by novelty decay.EUROPEAN PHYSICAL JOURNAL B,95(8),11. |
| MLA | Li, Zhenpeng,et al."Collective attention dynamic induced by novelty decay".EUROPEAN PHYSICAL JOURNAL B 95.8(2022):11. |
入库方式： OAI收割
来源：数学与系统科学研究院
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