Identifying vital nodes based on Collective Influence and ImprovedReinsertaion
关键词 :
大师赛
正文 :
The presentation will introduce the solution ofalgorithm in identifying vital nodes in complex networks for Datacastle MasterCompetition , including Collective Influence and Improved Reinsertion. Comparedwith traditional algorithms including Betweenness, Closeness, PageRank, Degreeand Collective Influence, the new proposed algorithm of reconstructingcollapsed complex network to find most influential nodes is able to achieve thebetter performance on the 8 competition datasets ,provided by DataCastleMaster Competition, in terms of robustness and speed.