In this paper the problem of the on-line satisfiability of a Horn form
ula with uncertainty is addressed; we show how to represent a signific
ant class of formulae by weighted directed hypergraphs and we present
two algorithms that solve the on-line Horn-SAT problem and find a mini
mum model for the formula working on the dynamic weighted hypergraph r
epresentation. These algorithms make increasing assumptions on the for
mula and we find that the second one solves the on-line Horn-SAT probl
em with a total time linear in the size of the formula, matching the o
ptimal result for Boolean Horn formulae.