Hyperlink prediction via local random walks and Jensen–Shannon divergence

DOI10.1088/1742-5468/acc31ezbMath1527.05160arXiv2303.14996OpenAlexW4360611407MaRDI QIDQ6040929

Xin-Jian Xu, C. Deng, Li-Jie Zhang

Publication date: 25 May 2023

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2303.14996

zbMATH Keywords

hypergraphrandom walksdivergencelink prediction

Mathematics Subject Classification ID

Hypergraphs (05C65) Random walks on graphs (05C81)

Cites Work

• Networks beyond pairwise interactions: structure and dynamics
• Link prediction techniques, applications, and performance: a survey
• Random walks and Laplacians on hypergraphs: when do they match?
• A new status index derived from sociometric analysis
• Divergence measures based on the Shannon entropy