CAJ | 학술논문

研究社交网络的拓扑结构有利于深刻理解信息在人际网络中的传播过程以及社交网络所具有的拓扑特性.考虑到信息传递具有有向性,通过结合现实生活中信息传播所遵循的规律构造加权有向拓扑模型模拟信息传递的动态性,从而更好地仿真社交网络的拓扑结构.实验结果表明,模型所生成网络的拓扑结构的度、势分布以及度—势相关性具有明显的幂律分布特性;同时,通过分析所生成网络的聚类系数、核数和基尼系数,验证了其具有社交网络的聚集特性、层次性和异质性.
연구사교망락적탁복결구유리우심각리해신식재인제망락중적전파과정이급사교망락소구유적탁복특성.고필도신식전체구유유향성,통과결합현실생활중신식전파소준순적규률구조가권유향탁복모형모의신식전체적동태성,종이경호지방진사교망락적탁복결구.실험결과표명,모형소생성망락적탁복결구적도、세분포이급도—세상관성구유명현적멱률분포특성;동시,통과분석소생성망락적취류계수、핵수화기니계수,험증료기구유사교망락적취집특성、층차성화이질성.
The topology modeling of the social network is propitious to understanding the transmission process of infor-mation and the topology characteristic of the real friendship network. Considering the directed characteristic of informa-tion spread, the dynamic process of information dissemination was simulated, and moreover, the weighted directed to-pology model in order to well emulate the topology structure of the social network was constructed. Simulation results show the degree and strength distribution as well as the correlation between degree and strength of the network generate by the topology model embody obvious power-law characteristic, and meanwhile, through analyzing the clustering coef-ficient, coreness and Gini coefficient of the network, the generated network has the characteristics of clustering, layer and heterogeneity which are shown in the real friendship network is verified.