A Decision Support System (DSS) is an information system that supports decision-making activities. In GreenSoul, the DSS is used to provide messages with recommendations and multimedia cues which will help to progressively change the attitudes and behaviour of people towards an efficient use of energy through the collaboration of eco-adapted devices and eco-educated/eco-motivated inhabitants of the buildings.