Entity resolution is a key aspect of data quality, identifying which records correspond to the same real world entity in data sources. Entity resolution is a hot topic in both research communities and industries. We introduce three approaches to solve different aspects of entity resolution. The first approach learns entity resolution classifiers with genetic algorithm and active ...