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The Four Generations of Entity Resolution - Papadakis, George, and Ioannou, Ekaterini, and Thanos, Emanouil
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This book organizes entity resolution (ER) into four generations based on the challenges posed by "the four Vs," Veracity, Volume, Variety, and Velocity . Entity resolution 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. The discussion of these methods takes into ...

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The Four Generations of Entity Resolution 2021, Springer, Cham

ISBN-13: 9783031007507

Trade paperback

The Four Generations of Entity Resolution 2021, Morgan & Claypool, San Rafael

ISBN-13: 9781636390567

Trade paperback