北京工业大学学报
北京工業大學學報
북경공업대학학보
JOURNAL OF BEIJING POLYTECHNIC UNIVERSITY
2015年
5期
693-701
,共9页
社交网络%有效信息量%节点强度%邓巴数字
社交網絡%有效信息量%節點彊度%鄧巴數字
사교망락%유효신식량%절점강도%산파수자
social networks%effective information%node strength%Dunbar's number
为了研究社交网络中的有效信息量,结合节点度分布和节点强度的概念,提出了一种社交网络中有效信息量的分析方法。首先,基于邓巴数字的理论,提出有效信息量函数,并结合节点强度来描述社交网络节点的有效信息量的变化趋势。其次,通过对Twitter社交图表的研究,得到社交网络的节点度分布函数,并结合有效信息量函数,对给定的社交网络有效信息量进行分析和量化。最后,分析社交网络系统有效信息量的局限和特征,使社交网络的用户能更好地获得自己所需要的信息。研究证明:现在社交网络中的邓巴数字处于[210,220],已经超出了150定律,同时,社交网络系统有效信息量也趋于一个特定的值。
為瞭研究社交網絡中的有效信息量,結閤節點度分佈和節點彊度的概唸,提齣瞭一種社交網絡中有效信息量的分析方法。首先,基于鄧巴數字的理論,提齣有效信息量函數,併結閤節點彊度來描述社交網絡節點的有效信息量的變化趨勢。其次,通過對Twitter社交圖錶的研究,得到社交網絡的節點度分佈函數,併結閤有效信息量函數,對給定的社交網絡有效信息量進行分析和量化。最後,分析社交網絡繫統有效信息量的跼限和特徵,使社交網絡的用戶能更好地穫得自己所需要的信息。研究證明:現在社交網絡中的鄧巴數字處于[210,220],已經超齣瞭150定律,同時,社交網絡繫統有效信息量也趨于一箇特定的值。
위료연구사교망락중적유효신식량,결합절점도분포화절점강도적개념,제출료일충사교망락중유효신식량적분석방법。수선,기우산파수자적이론,제출유효신식량함수,병결합절점강도래묘술사교망락절점적유효신식량적변화추세。기차,통과대Twitter사교도표적연구,득도사교망락적절점도분포함수,병결합유효신식량함수,대급정적사교망락유효신식량진행분석화양화。최후,분석사교망락계통유효신식량적국한화특정,사사교망락적용호능경호지획득자기소수요적신식。연구증명:현재사교망락중적산파수자처우[210,220],이경초출료150정률,동시,사교망락계통유효신식량야추우일개특정적치。
To study the effective information of social network, based on the theory of node degree distribution and node strength, a method to analyze the effective information in social network was proposed. First, based on Dunbar's number, the node effective information function ( NEIF ) together with node strength to describe information patterns of social network was proposed. By combining the NEIF with the node degree distribution function ( NDDF) which is obtained from Twitter's social graphic, the social networks' effective information was analyzed. Finally, by using effective information function, the limitations and characteristics of effective information in social networks were estimated, and guidelines for better social networking were provided. The research shows that the Dunbar's number is between 210 and 220, which has exceeded the 150 law. At the same time, the effective information of social network tends to be a specific value.