Generalized preferential attachment considering aging

作者:

Highlights:

• We model the competing influence of preferential attachment and node aging effect.

• Closed form solution for the generalized Preferential Attachment model is derived.

• Node aging effect is domain dependent.

• Paper citation gain will eventually become saturated, except the first-movers.

• Empirical evaluation is conducted based on data from a real citation network.

摘要

•We model the competing influence of preferential attachment and node aging effect.•Closed form solution for the generalized Preferential Attachment model is derived.•Node aging effect is domain dependent.•Paper citation gain will eventually become saturated, except the first-movers.•Empirical evaluation is conducted based on data from a real citation network.

论文关键词:Preferential attachment,Aging effect,Citation network

论文评审过程:Received 7 August 2013, Revised 3 June 2014, Accepted 3 June 2014, Available online 21 June 2014.

论文官网地址:https://doi.org/10.1016/j.joi.2014.06.002