Title :
The Multidimensional Properties of Complex Network
Author :
Gao Qi ; Li Xiaoting
Author_Institution :
Sch. of Autom., Beijing Inst. of Technol., Beijing, China
Abstract :
The Multidimensional properties of Complex Network have not yet received adequate attention. Based on the theory of Link-Dimensions, the concept of Multidimensional Complex Network is proposed, and a detailed explanation is given on the significance, characteristics, theoretical basis and analytical method of the Multidimensional Complex Network. A number of experiments with citing network samples were performed to verify the new method of evaluating the node importance on the basis of multidimensional decomposition. The results show that multidimensional decomposition is both rational and effective. Further research on Multidimensional Complex Network will be carried out in the field of weights and directions of connections.
Keywords :
complex networks; multidimensional systems; multidimensional complex network; multidimensional decomposition; multidimensional properties; node importance; Automation; Complex networks; Computers; Educational institutions; Electronic mail; Google; Information technology; Citing Network; Complex Network; Importance of Nodes; Multidimensional;
Conference_Titel :
Information Technology, Computer Engineering and Management Sciences (ICM), 2011 International Conference on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4577-1419-1
DOI :
10.1109/ICM.2011.195
