An Intelligent Entity Resolution at Scale: A Graph-Based Social Network Framework
Entity Resolution (ER) seeks to identify and merge, within one or more datasets, whichever records ultimately correspond to the same real-world entity. As one of the tasks most consequential for data quality and for the reliability of downstream analysis, ER becomes markedly harder under Big Data conditions, given the...