Ranking themes on co-word networks: Exploring the relationships among different metrics

作者:

Highlights:

• Relationships among frequency-based and network-based metrics are examined on both empirical and simulated co-word networks.

• All seven metrics are strongly correlated, and according to the strength of correlations, the metrics can be categorized into three groups.

• Different disciplines do not influence the relationships among the metrics.

• Network topology properties influence the relationships among the metrics.

• A simulation method for co-word networks is proposed.

摘要

•Relationships among frequency-based and network-based metrics are examined on both empirical and simulated co-word networks.•All seven metrics are strongly correlated, and according to the strength of correlations, the metrics can be categorized into three groups.•Different disciplines do not influence the relationships among the metrics.•Network topology properties influence the relationships among the metrics.•A simulation method for co-word networks is proposed.

论文关键词:Co-word analysis,Network structure,Frequency-based metrics,Network-based metrics,Co-word network simulation

论文评审过程:Received 29 June 2017, Revised 10 October 2017, Accepted 14 November 2017, Available online 23 November 2017, Version of Record 23 November 2017.

论文官网地址:https://doi.org/10.1016/j.ipm.2017.11.005