Fairness-aware PageRank via Edge Reweighting
Abstract
Link-analysis algorithms, such as PageRank, are instrumental in understanding the structural dynamics of networks by evaluating the importance of individual vertices based on their connectivity. Recently, with the rising importance of responsible AI, the question of fairness in link-analysis algorithms has gained traction.
Fields of Study & Subjects
Advanced Graph Neural Networks
Complex Network Analysis Techniques
Ethics and Social Impacts of AI
Publication details
- Pages
- 661–670
- Publication date
- 16 February 2026
- Language
- EN