Stimuli strategy and learning dynamics promote the wisdom of crowds

doi:10.1140/epjb/s10051-021-00259-9

CSpace

	Stimuli strategy and learning dynamics promote the wisdom of crowds
	Li Zhenpeng 1; Tang Xijin 2
	2021-12-01
发表期刊	EUROPEAN PHYSICAL JOURNAL B
ISSN	1434-6028
卷号	94 期号:12 页码:8
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.
DOI	10.1140/epjb/s10051-021-00259-9
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[71661001]
WOS研究方向	Physics
WOS类目	Physics, Condensed Matter
WOS记录号	WOS:000734158100001
出版者	SPRINGER
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/59794
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.