This article presents an approach to study the modeling of multi-agent systems (MASs) by integrating organization theory. The paper discusses the modeling method of analyzing and designing the MASs, from macro to micro, at different abstract layers of the whole organization, agent, and concurrent action, and describes in detail three abstract models about the System organization model, agent conceptual model, and distributed cooperative solving model for designing the MASs.