With the current economic context, enterprises aim to improve collaboration and enhance information exchange with their suppliers or customers in order to better coordinate their activities and respond promptly to their customer. A demonstration of this trend is the development of formal collaboration models like Vendor Managed Inventory (VMI) or Collaborative Planning, Forecasting and Replenishment (CPFR) which are now used to facilitate product and information exchange between partners. However, the setup of efficient inter-firm collaborations requires time and investment with no guarantee of success or failure of the relationship. Although many of the emerging approaches are promising, the need to identify and apply the best collaboratio...