%0 Journal Article %A Shi, Xiaohua %T Research and Application of Digital Humanities with Social Network Analysis %D 2020 %@ 1000-4254 %U http://hdl.handle.net/10433/8796 %X Social network analysis is one of the methods of digital humanistic analysis. In this paper, wetake the digital resources of contract documents of Shanghai Jiao Tong University as research data, andMATLAB as research tool, to carry out social network analysis and visualization. Through data processing,we can effectively acquire network nodes and network degree data, fit the power-law distribution basedon the number of participants, detect and categorize legit community, and reveal the characteristics andstructure of digital humanities and social network in digital resources. %K Social network analysis %K Digital humanities %K Special collection resources %K Network structure %K Proyecto GECEM %~