Eric told me about the Rich Tags project at mSpace. Rich Tags aims to improve the meaningfulness of tagging through lightweight visual and conceptual associations of a user's tags with "artifacts" in the application.

The act of tagging via association itself creates the meaning of the tag in both human and machine tractable terms. In effect, the act of semantic tagging effectively builds light weight ontologies.

Source: Rich Tags Project Description