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Socionetwork-Based Evaluation of Academic Systems: Integrating Centrality Metrics into Empirical Ranking Frameworks | Synapse
March 3, 2026
Socionetwork-Based Evaluation of Academic Systems: Integrating Centrality Metrics into Empirical Ranking Frameworks
AZ
Amer Zaheer
GM
Ghulam Mustafa
Shifa Tameer-e-Millat University
MA
Muhammad Tanvir Afzal
HTW Berlin - University of Applied Sciences
Key Points
The integration of centrality metrics improves the empirical ranking of academic systems significantly.
Key metrics include academic output and citation impact, enhancing system evaluation methods.
Network analysis was applied to assess relationships and interactions within academic systems.
This approach highlights the effectiveness of centrality metrics, warranting broader applications in system evaluations.
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Zaheer et al. (Sat,) studied this question.
synapsesocial.com/papers/69a76114c6e9836116a2ea4f
https://doi.org/https://doi.org/10.1007/s12626-026-00200-5