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Data Analysis and Knowledge Discovery  2017, Vol. 1 Issue (4): 30-37    DOI: 10.11925/infotech.2096-3467.2017.04.04
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Recognizing Dynamic Academic Impacts of Scholars Based on Cooperative Network
Fan Ruxia1(), Zeng Jianxun1, Gao Yaruixi2
1Institute of Scientific and Technical Information of China, Beijing 100038, China
2China Defense Science and Technology Information Center, Beijing 100142, China
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Abstract  

[Objective] This paper tries to identify the high cooperative scholars and their dynamic academic impacts with the help of high cooperative scholar recognition algorithm and the scholar impact recognition algorithm. [Methods] First, we identified the high cooperation scholars based on the number of collaborators. Then, we estimated the impacts of these scholars and their teams with the amount of publications and degree of centrality. [Results] The number of highly cooperative scholars varied among the teams. The dynamic academic impacts of highly cooperative scholars were either growing steadily or fluctuating maturely. [Limitations] Only used two indicators to measure the impacts of scholars. More indicators were needed to analyze the complex cases. [Conclusions] The proposed method could effectively identify the highly cooperative scholars of the team and their dynamic academic impacts.

Key wordsAcademic Impact      Social Network Analysis      Dynamic Pattern     
Received: 29 December 2016      Published: 24 May 2017
ZTFLH:  G35  

Cite this article:

Fan Ruxia,Zeng Jianxun,Gao Yaruixi. Recognizing Dynamic Academic Impacts of Scholars Based on Cooperative Network. Data Analysis and Knowledge Discovery, 2017, 1(4): 30-37.

URL:

https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.2096-3467.2017.04.04     OR     https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2017/V1/I4/30

团队中的高合作学者数量 团队数
1 153
2 23
3 39
4 5
5 5
6 1
1
学者 2011年- 2015年发文平均值 2014年- 2015年发文平均值 2011年-2015年平均归一化度数中心度 2014年-2015年平均归一化度数中心度
何琳 5.8 7 0.82 1
学者 2011年- 2015年发文平均值 2014年- 2015年发文平均值 2011年-2015年平均归一化度数中心度 2014年-2015年平均归一化度数中心度
黄水清 4.6 3 0.88 0.38
王东波 5.8 5 1 0.69
年份 何琳 黄水清 王东波
2011 2 11 2
2012 7 12 1
2013 5 10 10
2014 14 1 0
2015 0 0 0
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