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Crowd intelligence in AI 2.0 era

文献类型：期刊论文

作者Li, Wei3; Wu, Wen-jun3; Wang, Huai-min4; Cheng, Xue-qi5; Chen, Hua-jun2; Zhou, Zhi-hua1; Ding, Rong3
刊名FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING
出版日期2017
卷号18期号:1页码:15-43
关键词Crowd intelligence Artificial intelligence 2.0 Crowdsourcing Human computation
ISSN号2095-9184
DOI10.1631/FITEE.1601859
英文摘要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.
资助项目National Natural Science Foundation of China[61532004]
WOS研究方向Computer Science ; Engineering
语种英语
WOS记录号WOS:000394541200003
出版者ZHEJIANG UNIV
源URL[http://119.78.100.204/handle/2XEOYT63/7437]  
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.Nanjing Univ, Natl Key Lab Novel Software Technol, Nanjing 210023, Jiangsu, Peoples R China
2.Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou 310027, Zhejiang, Peoples R China
3.Beihang Univ, State Key Lab Software Dev, Beijing 100191, Peoples R China
4.Natl Univ Def Technol, Coll Comp, Natl Lab Parallel & Distributed Proc, Changsha 410073, Hunan, Peoples R China
5.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, 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.

入库方式： OAI收割

来源：计算技术研究所

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