This paper is devoted to the informational relevance notion in qualitative reasoning under uncertainty. We study the uncertainty and the relevance notions and we present a symbolic approach to deal with uncertainty. This approach enables us to represent the uncertainty in ignorance form, as in common-sense reasoning, by using linguistic expressions.