Complex Network Properties of Chinese Natural Science Basic Research
arXiv:physics/0509183 · doi:10.1016/j.physa.2005.10.036
Abstract
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 {\bf 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 and the degree indicates that there is no hierarchical organization in RAN.
12 pages, 8 figures, accepted by Physica A
References in corpus (31)
- Emergence of scaling in random networks
- Statistical mechanics of complex networks
- The structure and function of complex networks
- Epidemic spreading in scale-free networks
- Assortative mixing in networks
- Evolution of networks
- Mean-field theory for scale-free random networks
- Hierarchical Organization in Complex Networks
- Evolution of the social network of scientific collaborations
- Cascade-based attacks on complex networks
- Why social networks are different from other types of networks
- Stretched exponential distributions in Nature and Economy: ``Fat tails'' with characteristic scales
- Pseudofractal Scale-free Web
- Maximal planar networks with large clustering coefficient and power-law degree distribution
- Traffic on complex networks: Towards understanding global statistical properties from microscopic density fluctuations
- Sandpile on Scale-Free Networks
- Scaling Behaviour of Developing and Decaying Networks
- Epidemic spread in weighted scale-free networks
- Optimization of Robustness of Complex Networks
- Two-Peak and Three-Peak Optimal Complex Networks
- Spreading and shortest paths in systems with sparse long-range connections
- Recursive graphs with small-world scale-free properties
- Complex network study of Brazilian soccer players
- Deterministic Small-World Networks
- A Mutual Selection Model for Weighted Networks
- Perturbation: the Catastrophe Causer in Scale-Free Networks
- First-order transition in small-world networks
- Optimization of robustness of scale-free network to random and targeted attacks
- On the topology of the world exchange arrangements web
- Evolving Scale-Free Network Model with Tunable Clustering
- Simplex triangulation induced scale-free networks
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