βNodeRank:一种对社交网络节点重要性评估的方法βNode Rank-based node importance evaluation method for social networks
徐达,杜彦辉,芦天亮,翟瑞
摘要(Abstract):
现有基于Page Rank算法的社交网络节点重要性评估方法聚焦在社交网络节点出入度、边权值上,忽略了社交网络节点所在网络结构上位置差异的因素。分析现有基于Page Rank算法的方法对社交网络节点重要性评估缺陷,提出改进评估方法βNode Rank。通过原理分析和实验分析对改进方法的优势进行比较,结果表明改进方法在社交网络节点重要性评估上更加合理。
关键词(KeyWords): PageRank;βNodeRank;社交网络;节点重要性;社区;评估
基金项目(Foundation): 国家自然科学基金资助项目(61602489);; 赛尔网络下一代互联网技术创新项目(NGII20160405)资助~~
作者(Author): 徐达,杜彦辉,芦天亮,翟瑞
DOI: 10.16652/j.issn.1004-373x.2018.17.019
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