Research Performance Prediction
Research Performance Prediction involves analyzing the publication data of researchers to forecast their future research performance. This task leverages graph-structured data to capture collaboration networks and citation relationships among scholars, thereby evaluating and predicting the research potential and impact of individuals and teams. It provides crucial insights for academic resource allocation, talent selection, and research management.