Open AccessAnalysis of Researchers’ Internal Working Network
Author(s) -
Ying Qin,
Qing Zhang,
Cuifang Zheng,
ZhiYu Tian,
Yanwei Wen,
XinKun Chu,
Hao Zhang,
YingPing Zhou
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1486/2/022050
Subject(s) - betweenness centrality , centrality , construct (python library) , closeness , social network analysis , network analysis , working group , data science , computer science , network science , data mining , complex network , engineering , world wide web , mathematics , statistics , social media , mathematical analysis , electrical engineering , programming language , operating system
In this paper, we adopt social network analysis technology to construct the working network of the scientific research personnel, working in the isolated network environment of a military research institute, based on the integrated edge data obtained by processing three groups of work records including emails, meetings and travels, and then we complete the calculations of indicators including Degree centrality, Closeness centrality, Betweenness centrality and Eigenvector centrality. Finally, we evaluate the performance of scientific research personnel, explore the working relationship between them, and find out who is working abnormally, which provides a new method for staff appraisal.