CAJ | 학술논문

结合复杂网络理论对BBS中虚拟社区网络的演化规律进行了研究.首先,通过BBS版块的数据信息构建有向虚拟社区网络,研究了网络拓扑结构特性的演化,包括新增结点数和边数、度分布的幂指数、网络结构熵等随时间变化的规律,发现网络从＂有序＂到＂无序＂再到＂稳定有序＂的变化过程,并且在此类社区网络中存在富人俱乐部现象.然后,基于BBS版块虚拟社区的演化规律,提出了一种虚拟社区网络构造模型.该模型方法的仿真结果与真实虚拟社区网络演化特性相符,在一定程度上能解释虚拟社区的演化规律,具有很强的实际意义.
결합복잡망락이론대BBS중허의사구망락적연화규률진행료연구.수선,통과BBS판괴적수거신식구건유향허의사구망락,연구료망락탁복결구특성적연화,포괄신증결점수화변수、도분포적멱지수、망락결구적등수시간변화적규률,발현망락종＂유서＂도＂무서＂재도＂은정유서＂적변화과정,병차재차류사구망락중존재부인구악부현상.연후,기우BBS판괴허의사구적연화규률,제출료일충허의사구망락구조모형.해모형방법적방진결과여진실허의사구망락연화특성상부,재일정정도상능해석허의사구적연화규률,구유흔강적실제의의.
Since complex networks have been extensively studied,we introduced the complex network theory to study the virtual community network evolution of the BBS.Firstly,we built the directed virtual community network through data information in BBS plate,and then studied the evolution of network topology characteristics with time,including the addition of the number of nodes and edges,power-law index of network＇s degree distribution and network＇s structural entropy.We discovered that evolution process of the network is from ＂orderly＂ to ＂disorderly＂ and then to ＂stable and orderly＂ state,and the existence of rich-club phenomenon in the community network.Then,based on evolution of virtual communities in the BBS plate,we proposed a virtual community network construction model.Simulation results show that its performance is similar to that of the virtual community network in BBS,which can explain the evolution of virtual communities to some extent,and is consequently of strong practical significance.