"Art in the Social Context" is a new genre artistic practice emerging in the late 20 century in the Western art worlds. However, it's still difficult to define clearly its aesthetic meanings and categorical boundary, or clearly distinguish context art form other concepts such as relational aesthetics, new genre public art, or community art, etc. This article represents an initial attempt to take the sociological perspective in order to make distinction among different levels of context involved in the artworks. Three levels are proposed when analyze the question of context of art: social context of art, aesthetic context of creation, and "Art in Social Context" as a category of art form. Two British cases are selected to compare the different contextual meanings between avant-garde artwork and dialogical creation: Rachel Whiteread's "House" and Loraine Leeson's "West Meets East". The former artiste takes a relative passive and abstract attitude toward the relevant social context of artwork, and the latter takes a relative active attitude to construct the social context by creating another new social-aesthetic context within which the artistes and other social agents collaborate to reflect on their urgent social issues with a desire to change the existed situation via artistic project and social cooperation. Creating a new context by collective work to make radical changes or ideological revolutions is the most particular property of context art itself.