Research on community discovery of CSLN
Weiling Chen, Feng Gang, Wei Lan, Lunchuan Zheng, Yao Wang · 2015
CSLN is the citation semantic link network that combines the citation network and the semantic network. CSLN model not only makes the citation network to have semantics, but also make the citation network to have reasoning ability. This paper firstly gives the theory foundation of the community discovery research of CSLN. Then the paper gives the overall design of the community discovery of CSLN that construct SCLN, calculate the semantic similarity between citations and reveal the semantic community of CSLN. Finally, the experiment verifies the effectiveness and feasibility of the community discovery method of the CSLN. The community discovery research of CSLN not only can find the cutting-edge issues in different research fields, but also has very important significance to forecast the future development direction and research hotspot of research field.