In this paper we present the monotonicity principle, a sufficient condition to ensure that exact mapping, a mapping as would be performed by a human observer, is ranked close to the best mapping, as generated automatically by a matching algorithm. The research is motivated by the introduction of the semantic Web vision and the shift towards machine understandable Web resources. We support the i...