ValiresJun 22, 20233 minDeep Embedding Models in Entity Resolution: Enhancing Performance with Robust Testing and EvaluationEntity Resolution (ER) involves identifying, linking, and differentiating distinct entities within complex datasets. The use of deep...
Olivier BinetteApr 1, 20232 minWhy Evaluation and Measurement MatterEvaluation is a way of determining the quality or value of something. As new technology, tools, and opinions constantly emerge,...
Olivier BinetteApr 1, 20233 minCommon Pitfalls to Avoid When Estimating ER Performance MetricsPerformance metrics like precision, recall, and F1 score are commonly used to characterize the accuracy of entity resolution systems....
ValiresApr 24, 20234 minWhat is the Role of Entity Resolution in Master Data Management?Introduction Master Data Management (MDM) is a critical business process that aims to ensure the consistency, accuracy, and compliance of...
ValiresApr 23, 20239 minWhat is entity resolution? An in-depth introductionEntity resolution is a crucial task in data management and analytics. It involves identifying and linking records that refer to the same...
Olivier BinetteApr 3, 20232 minWhat is Entity Resolution? A Few Simple ExamplesEntity resolution, also known as record linkage, deduplication, entity matching, or identity resolution, is the process of identifying...