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Deep Embedding Models in Entity Resolution: Enhancing Performance with Robust Testing and Evaluation

Entity Resolution (ER) involves identifying, linking, and differentiating distinct entities within complex datasets. The use of deep...

Why Evaluation and Measurement Matter

Evaluation is a way of determining the quality or value of something. As new technology, tools, and opinions constantly emerge,...

Common Pitfalls to Avoid When Estimating ER Performance Metrics

Performance metrics like precision, recall, and F1 score are commonly used to characterize the accuracy of entity resolution systems....

Deep Embedding Models in Entity Resolution: Enhancing Performance with Robust Testing and Evaluation

Entity Resolution (ER) involves identifying, linking, and differentiating distinct entities within complex datasets. The use of deep...

What 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...

What is entity resolution? An in-depth introduction

Entity resolution is a crucial task in data management and analytics. It involves identifying and linking records that refer to the same...

What is Entity Resolution? A Few Simple Examples

Entity resolution, also known as record linkage, deduplication, entity matching, or identity resolution, is the process of identifying...

Why Evaluation and Measurement Matter

Evaluation is a way of determining the quality or value of something. As new technology, tools, and opinions constantly emerge,...

Common Pitfalls to Avoid When Estimating ER Performance Metrics

Performance metrics like precision, recall, and F1 score are commonly used to characterize the accuracy of entity resolution systems....