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 mining meta-indicator


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

arXiv.org Machine Learning

The ultimate goal of any type of evaluation is not the evaluation itself, but the event outside of the evaluation. There are many elements to form an evaluation organism. The establishment of a university ranking evaluation index system must be built from the consensus of practice and theory, and any set of evaluation indexes is set for evaluation of specific research objects. The traditional index system of university rankings includes talent training, scientific research, social services, etc. The index system constructed by the major rankings may have certain theoretical support or certain practical feedback. Taking ARWU as an example, there are three levels of indicators.