Clustering

Clustering

Efficient Record Linkage At Scale: Blocking And Clustering To The Rescue

Efficient Record Linkage at Scale: Blocking and Clustering to the Rescue is an exploratory article that delves into the sophisticated techniques of record linkage, a critical process in data integration and management. This article outlines the foundational concepts, discusses the challenges of scaling, and introduces advanced methodologies such as blocking and clustering that enhance the…

Beyond Naive Pairwise Comparison: Scaling Entity Resolution With Blocking

The integration of Virtual Assistants into daily life has elevated the importance of Entity Resolution, a process critical for understanding and responding to customer queries. This article delves into the complexities and advancements in Entity Resolution, exploring the challenges posed by implicit entity mentions, the diversity of customer expectations, and the ambiguity in open-vocabulary settings….