This work proposes a system process for extracting automatically a fuzzy ontology from a collection of web resources. The approach exploits the Formal Concept Analysis theory for structuring the elicited knowledge, viz. concepts and relations embedded in the resources information. A simple graphical interface provides a multi-facets view which allows final users to navigate across the concepts and the relative population.