Influence difference main path analysis: Evidence from DNA and blockchain domain citation networks

作者：

Highlights：

• A main path model considering influence difference is proposed based on PageRank.

• Several traversal weights are designed in this paper named SPX-PR.

• Both cases are adopted to verify the effectiveness of the proposed algorithms.

• These algorithms can reveal the evolutionary path appropriately.

• They are more powerful in distinguish the citations in the network.

摘要

•A main path model considering influence difference is proposed based on PageRank.•Several traversal weights are designed in this paper named SPX-PR.•Both cases are adopted to verify the effectiveness of the proposed algorithms.•These algorithms can reveal the evolutionary path appropriately.•They are more powerful in distinguish the citations in the network.

论文关键词：Main path analysis,citation network,influence difference,PageRank,blockchain

论文评审过程：Received 6 February 2021, Revised 14 May 2021, Accepted 17 June 2021, Available online 4 July 2021, Version of Record 4 July 2021.

论文官网地址：https://doi.org/10.1016/j.joi.2021.101186