Complex network properties of Chinese natural science basic research

被引:23
作者
Liu, Jianguo [1 ]
Dang, Yanzhong [1 ]
Wang, Zhongtuo [1 ]
机构
[1] Dalian Univ Technol, Inst Syst Engn, Dalian 116023, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
complex networks; Power-law distribution; clustering coefficient; evolution network; Chinese natural science basic research; SMALL-WORLD; OPTIMIZATION; ROBUSTNESS; EVOLUTION; TOPOLOGY; DYNAMICS;
D O I
10.1016/j.physa.2005.10.036
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we studied the research areas of Chinese natural science basic research from a point view of complex network. Two research areas are considered to be connected if they appear in one fund proposal. The explicit network of such connections using data from 1999 to 2004 is constructed. The analysis of the real data shows that the degree distribution of the research areas network (RAN) may be better fitted by the exponential distribution. It displays small world effect in which randomly chosen pairs of research areas are typically separated by only a short path of intermediate research areas. The average distance of RAN decreases with time, while the average clustering coefficient increases with time, which indicates that the scientific study would like to be integrated together in terms of the studied areas. The relationship between the clustering coefficient C(k) and the degree k indicates that there is no hierarchical organization in RAN. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:578 / 586
页数:9
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