In this paper, we present our research problem and we highlight the idea of our approach. Product lines are complex configurable products that are composed by features and constraints between them. Configuring a customizable product that meets user requirements with respect to product line constraints is a hard task for the user. Thus, a recommendation process is required to guide the user configuring products. Our research goal is to propose a method that combines recommendation and configuration in an interactive and dynamic way.