This two volume set LNCS 10438 and LNCS 10439 constitutes the refereed proceedings of the 28th International Conference on Database and Expert Systems Applications, DEXA 2017, held in Lyon, France, August 2017. Data Modeling, Data Abstraction, and Uncertainty; Data Mining and Big Data; Data Warehouse and Data Stream Warehouse;