计算机工程
計算機工程
계산궤공정
COMPUTER ENGINEERING
2013年
11期
105-108
,共4页
何静%郭进利%徐雪娟
何靜%郭進利%徐雪娟
하정%곽진리%서설연
复杂网络%在陑社交网络%微博%舆论传播%指数截断的幂律分布
複雜網絡%在陑社交網絡%微博%輿論傳播%指數截斷的冪律分佈
복잡망락%재이사교망락%미박%여론전파%지수절단적멱률분포
complex network%online social network%micro-blog%public opinion propagation%exponential truncated power-law distribution
舆论在微博上的传播过程可以抽象成一个生长的复杂网络。在分析微博网络特性和用户行为习惯的基础上,考虑新用户在进入网络时的同配性,建立微博关系网络的演化模型,并对模型进行仿真。分析指出,微博网络呈现出指数与幂律的混合分布。对微博网络进行实证研究,结果表明,微博关系网络中节点的度分布服从指数截断的幂律分布,具有无标度和小世界特性,与理论分析的结果陒一致。
輿論在微博上的傳播過程可以抽象成一箇生長的複雜網絡。在分析微博網絡特性和用戶行為習慣的基礎上,攷慮新用戶在進入網絡時的同配性,建立微博關繫網絡的縯化模型,併對模型進行倣真。分析指齣,微博網絡呈現齣指數與冪律的混閤分佈。對微博網絡進行實證研究,結果錶明,微博關繫網絡中節點的度分佈服從指數截斷的冪律分佈,具有無標度和小世界特性,與理論分析的結果陒一緻。
여론재미박상적전파과정가이추상성일개생장적복잡망락。재분석미박망락특성화용호행위습관적기출상,고필신용호재진입망락시적동배성,건립미박관계망락적연화모형,병대모형진행방진。분석지출,미박망락정현출지수여멱률적혼합분포。대미박망락진행실증연구,결과표명,미박관계망락중절점적도분포복종지수절단적멱률분포,구유무표도화소세계특성,여이론분석적결과희일치。
The process of public opinion propagation on the micro-blog can be abstracted as a growing complex network. Based on the analysis of the micro-blog network characteristics and users’ behavior habit, considering the assortative mixing for new user access to the network, this paper establishes an evolution model of the micro-blog relationship network and makes a model simulation. The analysis result confirms that the micro-blog network shows as exponential and power-law mixture distribution. Empirical analysis on the micro-blog user data confirms that the micro-blog network node degree distribution shows as exponential truncated power-law distribution has scale-free and small-world characteristics. It is consistent with the results of theoretical analysis.