Crowd intelligence in AI 2.0 era

doi:10.1631/FITEE.1601859

	Crowd intelligence in AI 2.0 era
	Li, Wei 1; Wu, Wen-jun 1; Wang, Huai-min 2; Cheng, Xue-qi 3; Chen, Hua-jun 4; Zhou, Zhi-hua 5; Ding, Rong 1
	2017
发表期刊	FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING
ISSN	2095-9184
卷号	18 期号:1 页码:15-43
摘要	The Internet based cyber-physical world has profoundly changed the information environment for the development of artificial intelligence (AI), bringing a new wave of AI research and promoting it into the new era of AI 2.0. As one of the most prominent characteristics of research in AI 2.0 era, crowd intelligence has attracted much attention from both industry and research communities. Specifically, crowd intelligence provides a novel problem-solving paradigm through gathering the intelligence of crowds to address challenges. In particular, due to the rapid development of the sharing economy, crowd intelligence not only becomes a new approach to solving scientific challenges, but has also been integrated into all kinds of application scenarios in daily life, e.g., online-to-offline (O2O) application, real-time traffic monitoring, and logistics management. In this paper, we survey existing studies of crowd intelligence. First, we describe the concept of crowd intelligence, and explain its relationship to the existing related concepts, e.g., crowdsourcing and human computation. Then, we introduce four categories of representative crowd intelligence platforms. We summarize three core research problems and the state-of-the-art techniques of crowd intelligence. Finally, we discuss promising future research directions of crowd intelligence.
关键词	Crowd intelligence Artificial intelligence 2.0 Crowdsourcing Human computation
DOI	10.1631/FITEE.1601859
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61532004]
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Engineering, Electrical & Electronic
WOS记录号	WOS:000394541200003
出版者	ZHEJIANG UNIV
引用统计	被引频次：70[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/7438
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Wu, Wen-jun
作者单位	1.Beihang Univ, State Key Lab Software Dev, Beijing 100191, Peoples R China 2.Natl Univ Def Technol, Coll Comp, Natl Lab Parallel & Distributed Proc, Changsha 410073, Hunan, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 4.Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou 310027, Zhejiang, Peoples R China 5.Nanjing Univ, Natl Key Lab Novel Software Technol, Nanjing 210023, Jiangsu, Peoples R China
推荐引用方式 GB/T 7714	Li, Wei,Wu, Wen-jun,Wang, Huai-min,et al. Crowd intelligence in AI 2.0 era[J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING,2017,18(1):15-43.
APA	Li, Wei.,Wu, Wen-jun.,Wang, Huai-min.,Cheng, Xue-qi.,Chen, Hua-jun.,...&Ding, Rong.(2017).Crowd intelligence in AI 2.0 era.FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING,18(1),15-43.
MLA	Li, Wei,et al."Crowd intelligence in AI 2.0 era".FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING 18.1(2017):15-43.