Four generations of entity resolution, the
Auteur :
Papadakis, George / Ioannou, Ekaterini / Thanos, Emanouil / Palpanas, Themis
Éditeur :
Springer International Publishing AG
ISBN :
9783031007507
Date de publication :
16 mars 2021
Dimensions :
23,5 x 19,1 cm
Langue :
Anglais
Pays d'origine :
Suisse
Entity Resolution (ER) lies at the core of data integration and cleaning and, thus, a bulk of the research examines ways for improving its effectiveness and time efficiency. For each generation, we outline the corresponding ER workflow, discuss the state-of-the-art methods per workflow step, and present current research directions.