“…In a collaborative network, relations between integrating members generate information that is highly valuable to support a useful decision-making process, minimizing the costs associated to its operation and thus contributing to the maximization of potentially associated income opportunities. In order to provide a contribution in this context, besides interesting existing work in this area, such as [1][2][3][4][5], our proposal is based on previous work, such as [6][7][8][9][10][11]. Moreover, we did not come across any proposal that jointly considers the application of a dynamic multi-criteria decision approach, integrating a data fusion model for improving collaboration and better supporting businesses integration within a virtual enterprise context, not being restricted to a given business model or particular industrial sector.…”