Structural Node Importance Beyond Classical Centrality: A Comparative Study of Entropy-Based k-Hop Measures
This paper investigates whether entropy-based k-hop metrics capture aspects of structural node importance that are not emphasized by classical centrality measures. We compare degree and eigenvector centrality with two entropy-based measures, Entropy-Weighted Redundancy (EWR) and Normalized Entropy Density (NED), on thr...