987 citations · 2.3k across the 33 of their papers we have counts for
4 papers · 1 filter
Stability of similarity measurements for bipartite networks
Jian-Guo Liu, Lei Hou, Xue Pan +2
Similarity is a fundamental measure in network analyses and machine learning algorithms, with wide applications ranging from personalized recommendation to socio-economic dynamics.…
Empirical Analysis of the Online Rating Systems
Xin-Yi Lu, Jian-Hong Lin, Qiang Guo +1
This paper is to analyze the properties of evolving bipartite networks from four aspects, the growth of networks, the degree distribution, the popularity of objects and the diversi…
Iterative resource allocation based on propagation feature of node for identifying the influential nodes
Lin-Feng Zhong, Jian-Guo Liu, Ming-Sheng Shang
The Identification of the influential nodes in networks is one of the most promising domains. In this paper, we present an improved iterative resource allocation (IIRA) method by c…
Locating influential nodes via dynamics-sensitive centrality
Jian-Hong Lin, Qiang Guo, Jian-Guo Liu +1
With great theoretical and practical significance, locating influential nodes of complex networks is a promising issues. In this paper, we propose a dynamics-sensitive (DS) central…