This two volume set LNCS 9827 and LNCS 9828 constitutes the refereed proceedings of the 27th International Conference on Database and Expert Systems Applications, DEXA 2016, held in Porto, Portugal, September 2016. Distributed and Big Data Processing; Data Integration, and Interoperability; Semantic Web, and Data Semantics; Data Analysis;