crime databases, weather websites, and census data.

A data-integration solution may address this problem by considering these external resources as materialized views over a virtual mediated schema, resulting in "virtual data integration". This means application-developers construct a virtual schema--the mediated schema--to best model the kinds of answers their users want. Next, they design "wrappers" or adapters for each data source, such as the crime