In this paper, we present an approach for exploratory analysis of heterogeneous web information resources based on smart entity views of a target entity of interest (e.g., person, place, town, event). In particular, we propose a dimensional clustering algorithm for the generation of smart entity views and we provide analysis techniques for enabling web resource exploration through entity visualization, entity analysis, and entity expansion