In the paper an interface is proposed that combines flexible (fuzzy) queryi
ng and data mining functionality. The point of departure is the fuzzy query
ing interface designed and implemented previously by the present authors. I
t makes it possible to formulate and execute, against a traditional (crisp)
database, queries containing imprecisely specified conditions. Here we dis
cuss possibilities to extend it with some data mining features. More specif
ically, linguistic summarization of data (databases), as introduced by Yage
r [16], is advocated as an interesting extension of simple querying. The li
nk between linguistic (fuzzy) data summaries and association rules is discu
ssed and exploited.