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A dataset of human decision-making in teamwork management

文献类型：期刊论文

作者Yu, Han6; Shen, Zhiqi5,6; Miao, Chunyan5,6; Leung, Cyril4,6; Chen, Yiqiang3,6; Fauvel, Simon6; Lin, Jun6; Cui, Lizhen2; Pan, Zhengxiang6; Yang, Qiang1
刊名SCIENTIFIC DATA
出版日期2017-01-17
卷号4页码:12
ISSN号2052-4463
DOI10.1038/sdata.2016.127
英文摘要Today, most endeavours require teamwork by people with diverse skills and characteristics. In managing teamwork, decisions are often made under uncertainty and resource constraints. The strategies and the effectiveness of the strategies different people adopt to manage teamwork under different situations have not yet been fully explored, partially due to a lack of detailed large-scale data. In this paper, we describe a multi-faceted large-scale dataset to bridge this gap. It is derived from a game simulating complex project management processes. It presents the participants with different conditions in terms of team members' capabilities and task characteristics for them to exhibit their decision-making strategies. The dataset contains detailed data reflecting the decision situations, decision strategies, decision outcomes, and the emotional responses of 1,144 participants from diverse backgrounds. To our knowledge, this is the first dataset simultaneously covering these four facets of decision-making. With repeated measurements, the dataset may help establish baseline variability of decision-making in teamwork management, leading to more realistic decision theoretic models and more effective decision support approaches.
资助项目National Research Foundation, Prime Minister's Office, Singapore under IDM Futures Funding Initiative ; Interdisciplinary Graduate School, Nanyang Technological University, Singapore ; Lee Kuan Yew Post-Doctoral Fellowship Grant ; National Natural Science Foundation of China (NSFC)[61572295] ; National Natural Science Foundation of China (NSFC)[61572471] ; National Natural Science Foundation of China (NSFC)[61502456] ; National Natural Science Foundation of China (NSFC)[61572004] ; Innovation Method Fund of China[2015IM010200]
WOS研究方向Science & Technology - Other Topics
语种英语
WOS记录号WOS:000392065000001
出版者NATURE PUBLISHING GROUP
源URL[http://119.78.100.204/handle/2XEOYT63/7696]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Yu, Han; Miao, Chunyan; Chen, Yiqiang
作者单位1.Hong Kong Univ Sci & Technol, Dept Comp Sci & Engn, Hong Kong, Hong Kong, Peoples R China
2.Shandong Univ, Sch Comp Sci & Technol, Jinan 250101, Shandong, Peoples R China
3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
4.Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
5.Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore
6.Nanyang Technol Univ, Joint NTU UBC Res Ctr Excellence Act Living Elder, Singapore 639798, Singapore
推荐引用方式
GB/T 7714		 Yu, Han,Shen, Zhiqi,Miao, Chunyan,et al. A dataset of human decision-making in teamwork management[J]. SCIENTIFIC DATA,2017,4:12.
APA Yu, Han.,Shen, Zhiqi.,Miao, Chunyan.,Leung, Cyril.,Chen, Yiqiang.,...&Yang, Qiang.(2017).A dataset of human decision-making in teamwork management.SCIENTIFIC DATA,4,12.
MLA Yu, Han,et al."A dataset of human decision-making in teamwork management".SCIENTIFIC DATA 4(2017):12.

入库方式： OAI收割

来源：计算技术研究所

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