Gökhan Usta

Automated subject indexing in large-scale library collections: a minimal semantic enhancement strategy at the National Library of Spain

This study addresses a key technical challenge in automated subject indexing: improving prediction accuracy for large-scale library collections. We introduce and validate a hybrid AI framework that combines statistical and semantic embedding approaches to enhance the performance of automated subject heading assignm...