社會網路之建置、分析與視覺化：以台灣學術社群網路為例

This paper discusses the process of constructing, analyzing, and visualizing an academia social network of research communities in Taiwan. Our work can be divided into three portions. First, we use web mining technologies to identify on the Internet various kinds of research communities in Taiwan and then construct an academia social network with information of researchers, academic organizations, keywords, and other relevant academic materials that characterize these research communities. After the construction of the academia social networks, we apply the methodology of social network analysis to calculate and evaluate some important factors reflect some properties of the network, such as the clustering coefficient and centrality values of the various research communities. Finally, we design a visualization system to concretely display this academia social network to users.