Stimuli strategy and learning dynamics promote the wisdom of crowds
文献类型：期刊论文
| 作者 | Li Zhenpeng1; Tang Xijin2 |
| 刊名 | EUROPEAN PHYSICAL JOURNAL B
 |
| 出版日期 | 2021-12-01 |
| 卷号 | 94期号:12页码:8 |
| ISSN号 | 1434-6028 |
| DOI | 10.1140/epjb/s10051-021-00259-9 |
| 英文摘要 | Collective wisdom is the ability of a group to perform more effectively than any individual alone. Through an evolutionary game-theoretic model of collective prediction, we investigate the role that reinforcement learning stimulus may play the role in enhancing collective voting accuracy. And collective voting bias can be dismissed through self-reinforcing global cooperative learning. Numeric simulations suggest that the provided method can increase collective voting accuracy. We conclude that real-world systems might seek reward-based incentive mechanism as an alternative to surmount group decision error. |
| 资助项目 | National Natural Science Foundation of China[71661001] |
| WOS研究方向 | Physics |
| 语种 | 英语 |
| WOS记录号 | WOS:000734158100001 |
| 出版者 | SPRINGER |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/59793]  |
| 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.Taizhou Univ, Sch Elect & Informat Engn, Taizhou 318000, Zhejiang, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Li Zhenpeng,Tang Xijin. Stimuli strategy and learning dynamics promote the wisdom of crowds[J]. EUROPEAN PHYSICAL JOURNAL B,2021,94(12):8. |
| APA | Li Zhenpeng,&Tang Xijin.(2021).Stimuli strategy and learning dynamics promote the wisdom of crowds.EUROPEAN PHYSICAL JOURNAL B,94(12),8. |
| MLA | Li Zhenpeng,et al."Stimuli strategy and learning dynamics promote the wisdom of crowds".EUROPEAN PHYSICAL JOURNAL B 94.12(2021):8. |
入库方式： OAI收割
来源：数学与系统科学研究院
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