Upon on the country, public procurement represent between 8% to 25% of Gross Domestic Product. But few empirical studies have looked at public markets from the supplier selection perspective. In this context, we have 3 main goals: 1)  to understand the behavior of public purchaser, 2) to definestrategies to influence public decision and 3) to predict contract awards in public procurement