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This two volume set LNCS 9642§and LNCS 9643 constitutes the refereed proceedings of the 21th International§Conference on Database Systems for Advanced Applications, DASFAA 201&, held§in Dallas; TX, USA, in April 2016.§§The 61 full papers presented§were carefully reviewed and selected from a total of 183 submissions. The§papers cover the following topics: crowdsourcing, data quality, entity§identification, data mining and machine learning, recommendation, semantics§computing and knowledge base, textual data, social networks, complex queries,§similarity computing, graph databases, and miscellaneous, advanced§applications.§