Philip Bernstein , Alon Levy , Rachel Pottinger , A Vision for Management of Complex Models Technical Report, Microsoft Research 2000
Abstract: Many problems encountered when building applications of database systems involve the manipulation of models. By ``model," we mean a complex structure that represents a design artifact, such as a relational schema, object-oriented interface, UML model, XML DTD, web-site schema, semantic network, complex document, or software configuration. Many uses of models involve managing changes in models and transformations of data from one model into another. These uses require an explicit representation of ``mappings" between models. We propose to make database systems easier to use for these applications by making ``model" and ``model mapping" first-class objects with special operations that simplify their use. We call this capability model management.
In addition to making the case for model management, our main
contribution is a sketch of a proposed data model. The data model
consists of formal, object-oriented structures for representing
models and model mappings, and of high-level algebraic operations on
those structures, such as matching, differencing, merging, function
application, selection, inversion and instantiation. We focus on
structure and semantics, not implementation.