New Perspectives on Query Performance Prediction

Query Performance Prediction (QPP) is the task of estimating retrieval effectiveness in the absence of relevance judgments. This thesis presents new perspectives on QPP evaluation and methodology, introducing novel frameworks including ANOVA-based modeling, query variation analysis, and user-centric approaches to performance prediction.

PhD Thesis, RMIT University