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What is Rising Star Evaluation in Social Networks about?
This document presents a method for evaluating rising stars in heterogeneous academic social networks. It introduces the problem of identifying rising stars in academic networks and existing approaches like PageRank. The proposed method extracts network parameters, performs factor analysis to mine inner influencing factors, and trains a decision tree using PubRank to evaluate rising stars. The method is tested on APS datasets from 1970-2010 and results show it outperforms comparison methods like PubRank in
- Author
- Aroma Tariq
- Language
- EN