Before revision:  In this paper we aim at  clarifying the overall situation by proposing a clear classification of the methods and providing a comprehensive survey of the available results .
After revision:  In this paper we aim at clarifying the overall situation in the field of community detection in node-attributed social networks. Namely, we perform an exhaustive search of known methods and propose a classification of them based on when and how structure and attributes are fused .