This chapter introduces two prominent models of collective (multiagent) decision making, namely the basic ordinal model, and the utilitarian (numerical/quantitative) model. These models are then illustrated on three major collective decision making problems: voting, fair division and auctions. For each of these three problems we give a formal definition and we discuss the main links with computer science and artificial intelligence.