Brokering infrastructure for minimum cost data procurement based on quality-quantity models
Inter-organization business processes involve the exchange of structured data across information systems. We assume that data are exchanged under given condition of quality (offered or required) and prices. Data offer may include bundling schemes, whereby different types of data are offered together with a single associated price and quality. We describe a brokering algorithm for obtaining data from peers, by minimizing the overall cost under quality requirements constraints. The algorithm extends query processing techniques over multiple database schemas to automatically derive an integer linear programming problem that returns an optimal matching of data providers to data consumers under realistic economic cost models. (C) 2008 Published by Elsevier B.V.
integer linear programming data quality information market information economics quality cost optimization bundle of data brokering service