Marketing through nearly one-hundred-year evolution has continuously borrowed concepts from other research territory in its developing process. Today, marketing has integrated different kinds of disciplines, including economics, psychology, sociology and anthrology, formed as an applied science with core concept as ”exchange”, and oppositely diffused to other disciplines, organizations and societical, political domain. Based on Sheth, Gardner and Garrett's (1988) classification, this paper (1) uses diagrammatic method to explain the primary concept of twelve marketing schools of thought, (2) utilizes Kuhn's (1970) ”Paradigm theory” viewpoint to explore the evolution of marketing thought and change of paradigm, (3) discussed the problems derived from changing of paradigm, and suggests some feasible solutions to the problems.