Motivated by the matchmaking problem in electronic marketplaces, we study abduction in
Description Logics. We devise suitable definitions of the problem, and show how they can
model commonsense reasoning usually employed in analyzing classified announcements
having a standardized terminology. We then describe a system partially implementing these
ideas, and present a simple experiment, which shows the correspondence between the
system behavior with human users judgement.