武汉纺织大学学报
武漢紡織大學學報
무한방직대학학보
Journal of Wuhan Institute of Science and Technology
2012年
3期
81-85
,共5页
张素娟%甘若迅%樊锁海%刘鹏
張素娟%甘若迅%樊鎖海%劉鵬
장소연%감약신%번쇄해%류붕
复杂网络%无标度性%小世界性%社团结构%中心节点
複雜網絡%無標度性%小世界性%社糰結構%中心節點
복잡망락%무표도성%소세계성%사단결구%중심절점
Complex Network%Scale-Free%Small-World%Community Structure%Hub Node
对发表于《ISI-SCIE(Science Citation Index Expanded)》上的PHARMACOLOGY&PHARMACY学科的论文作者合作研究形成的一个复杂网络进行了研究。分析表明该合作网络共有40个子网络,其最大连通子网络节点的度服从幂律分布且有厚尾趋势,具有较小的平均路径长度,较大的聚类系数,存在少数关键节点,具有典型的小世界性和无标度性。并通过GN算法分析和挖掘了该最大连通子网络的社团结构,用度值、介数值和PAGERANK值等指标评价了网络的中心节点,揭示了合作网络中合作水平较高的科研团队和具有影响力的科学家。
對髮錶于《ISI-SCIE(Science Citation Index Expanded)》上的PHARMACOLOGY&PHARMACY學科的論文作者閤作研究形成的一箇複雜網絡進行瞭研究。分析錶明該閤作網絡共有40箇子網絡,其最大連通子網絡節點的度服從冪律分佈且有厚尾趨勢,具有較小的平均路徑長度,較大的聚類繫數,存在少數關鍵節點,具有典型的小世界性和無標度性。併通過GN算法分析和挖掘瞭該最大連通子網絡的社糰結構,用度值、介數值和PAGERANK值等指標評價瞭網絡的中心節點,揭示瞭閤作網絡中閤作水平較高的科研糰隊和具有影響力的科學傢。
대발표우《ISI-SCIE(Science Citation Index Expanded)》상적PHARMACOLOGY&PHARMACY학과적논문작자합작연구형성적일개복잡망락진행료연구。분석표명해합작망락공유40개자망락,기최대련통자망락절점적도복종멱률분포차유후미추세,구유교소적평균로경장도,교대적취류계수,존재소수관건절점,구유전형적소세계성화무표도성。병통과GN산법분석화알굴료해최대련통자망락적사단결구,용도치、개수치화PAGERANK치등지표평개료망락적중심절점,게시료합작망락중합작수평교고적과연단대화구유영향력적과학가。
Study on the author collaboration complex network of journals "ISI-SCIE(Science Citation Index Expanded)" in PHARMACOLOGY & PHARMACY category,It is found that the collaboration networks have 40 sub-networks,and the node degrees of the maximal connected sub-networks obey the power-law distribution.And this collaboration networks has a smaller characteristic path length and a bigger clustering coefficient.And it also has some key nodes and typical characteristic of Scale-Free and Small-World.Moreover,through the analysis and mine of community structure by the GN algorithm,and evaluating the Hub nodes by degree,betweenness and Pagerank value,it is found that,this collaboration networks have some high cooperation level of scientific research groups and some influential scientists.