Deborah L. McGuinness, ontology goddess, released Ontologies Come of Age, a chapter to an upcoming book. A relatively gentle introduction, along the way she illustrates the difference between controlled vocabularies and ontologies.

Link:
http://www.ksl.stanford.edu/people/dlm/papers/ontologies-come-of-age-mit-press-(with-citation).htm