Many organizations today require communication between one or more computers. Although many standards exist to exchange data between computers such as HTML or e-Mail, there are still much structured information that needs to be exchanged between computers that is not standardized. The process of mapping one source of data into another is often a slow and labor intensive process.
VBT is a possible way to avoid much of the time and cost of manual data mapping using traditional Extract, transform and load technologies.
The term vocabulary-based transformation was first defined by Roy Shulte of the Gartner Group around May of 2003 and appeared in annual "hype-cycle" for integration.
The Web Ontology Language (OWL) language also support three semantic equivalence statements.