Soft hypergraph for modeling global interactions via social media networks

作者:

Highlights:

• Generalized theory was created via combining soft set theory and hypergraph theory.

• Parametrical model with graphical representation could solve uncertainty problems.

• Extended union and intersection were created with complement and cartesian product.

• Global social media networks were modeled using the developed “soft hypergraph”.

• Community detection, expert finding, and influence analysis were investigated.

摘要

•Generalized theory was created via combining soft set theory and hypergraph theory.•Parametrical model with graphical representation could solve uncertainty problems.•Extended union and intersection were created with complement and cartesian product.•Global social media networks were modeled using the developed “soft hypergraph”.•Community detection, expert finding, and influence analysis were investigated.

论文关键词:Soft set,Hypergraph,Extended union and intersection,Network management,Intelligent systems

论文评审过程:Received 27 January 2022, Revised 26 April 2022, Accepted 28 April 2022, Available online 9 May 2022, Version of Record 13 May 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.117466