Sentence examples for the collaboration networks from inspiring English sources

Liu et al. [19] constructed the collaboration networks of intercontractors using the electronic database of NQAPC.

In Table 2 we report the optimal set of probabilities for the collaboration networks from the two different domains.

The second part of our validation regards the modular structure of the collaboration networks in terms of communities.

To reproduce the collaboration networks from the two domains, we implement the agent-based model described in Section 2.

These commonalities also appear in the collaboration networks of three author sets (which come from the three science categories of PNAS respectively).

Meanwhile, the collaboration networks of inter-firms (Schilling and Phelps, 2007) and the boundary-spanning practices (Lindgren et al., 2008) have significant effects on innovation.

First, we check the correlation between the weight in the collaboration network (the number of collaborated papers) and the Google correlation values for pairs of connected authors in the collaboration network.

Hence, they cannot be used to reconstruct the collaboration network.

We also prove that the collaboration network structure influences the R&D process performance measured by input output efficiency score.

In addition, two larger collaboration networks are studied, a collaboration network of researchers in Network Science (NS) taken from [15] and the collaboration network of preprints on the astrophysics archive at www.arxiv.org, 1995-1999, as compiled by Newman [16].

Table 1 Number of papers and size of the collaboration network 2-year subgraphs between 1995-2008 used in our study.