• Corpus ID: 244527487

Mining Meta-indicators of University Ranking: A Machine Learning Approach Based on SHAP

@article{Yang2021MiningMO,
  title={Mining Meta-indicators of University Ranking: A Machine Learning Approach Based on SHAP},
  author={Shudong Yang and Miaomiao Liu},
  journal={ArXiv},
  year={2021},
  volume={abs/2111.12526}
}
[Background] University evaluation and ranking is an extremely complex activity. Major universities are struggling because of increasingly complex indicator systems of world university rankings. [Question] So can we find the meta-indicators of the index system by simplifying the complexity? [Approach] This research discovered three meta-indicators based on interpretable machine learning. [Results] The first one is time, to be friends with time, and believe in the power of time, and accumulate… 

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