关键词: 同构网络, 异构网络, 动态网络, 多角度, 可视化, 合作网络

Abstract:

Through the study of different data characteristics of cooperation network,this study establishes a multi-perspective visual analysis model.It provides more methods for fully exploiting the cooperative relationships among scholars. On the basis of summarizing the existing literature on cooperation network visualization analysis, this study starts from the network node attributes and a variety of association relations, building a multi-dimensional visual analysis model. Taking the international famous journal of information metrology as an example, this paper makes an empirical study from three perspectives: homogeneous networks, heterogeneous network and dynamic network. Results show that this method is useful to mine cooperative groups and reveal the similarities and differences between cooperation modes of different groups. The findings will provide implications for the scientific research on cooperation network.

Key words: Homogeneous networks, Heterogeneous network, Dynamic network, Multi-perspective, Visualization, Cooperation network