.png){kind=icon}
返回
Generalized preferential attachment considering aging
.png){kind=icon}
PRE
AI
DOI：10.1016/j.joi.2014.06.002.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Preferential Attachment (PA) models the scientific citation process. In the PA model, a new paper attaches itself to the citation network based only on the popularity of the currently existing papers. This invariably leads to a network whose degree distribution satisfies the Power Law. Yet, empirical results show that paper age should also play a role in the citation process. In other words, when references are chosen for a new paper, the age of an existing paper may also affect the choice for citing. In this paper, we derive a generalized PA model that includes the effect of aging, with analytical solution. Such a model can be used to analyze the competing influence of preferential attachment and aging effect quantitatively in citation process and explain differences in various research domains by the extent of aging. It may also serve as a general model of network formation. (C) 2014 Elsevier Ltd. All rights reserved.
Keyword:
Preferential attachment
Aging effect
Citation network
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
3.5
论文数:
1.6K
被引数:
7.9K
机构
引用论文
.png){kind=icon}
The distribution of references across texts: Some implications for citation analysis跨文本的参考文献分布: 对引文分析的一些启示
PREAI
分享收藏分享收藏Credibility and trust of information in online environments: The use of cognitive heuristics在线环境中信息的可信度和信任度: 认知启发式的使用
PREAI
分享收藏
Effect of weight reductions on estimated kidney function: Post-hoc analysis of two randomized trials
PREAI
分享收藏
查看更多内容