This, the 37th issue of
Transactions on Large-Scale Data- and Knowledge-Centered Systems
, contains five revised selected regular papers. Topics covered include data security in clouds, privacy languages, probabilistic modelling in linked data integration, business intelligence based on multi-agent systems, collaborative filtering, and prediction accuracy.