Research Article

An Improved PageRank Algorithm Based on Text Similarity Approach for Critical Standards Identification in Complex Standard Citation Networks

Table 5

Mean and variance of identification capability of critical standards of two Pagerank algorithms.

In-degree centralityEigenvector centralityBetweenness centralityEccentricity

Traditional PageRank algorithm(2.519, 6.934)(3.000, 7.170)(1.426, 7.834)(2.352, 7.440)
Improved PageRank algorithm(1.259, 3.630)(1.759, 4.715)(1.130, 4.568)(1.370, 4.162)