987 citations · 2.3k across the 33 of their papers we have counts for
11 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…
Memory effect of the online user preference
Lei Hou, Xue Pan, Qiang Guo +1
The mechanism of the online user preference evolution is of great significance for understanding the online user behaviors and improving the quality of online services. Since users…
A general method for identifying node spreading influence via the adjacent matrix and spreading rate
Jian-Hong Lin, Jian-Guo Liu, Qiang Guo
With great theoretical and practical significance, identifying the node spreading influence of complex network is one of the most promising domains. So far, various topology-based…
Ranking the spreading influence in complex networks
Jian-Guo Liu, Zhuo-Ming Ren, Qiang Guo
Identifying the node spreading influence in networks is an important task to optimally use the network structure and ensure the more efficient spreading in information. In this pap…