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Financial Information Integration in the Presence of Equational Ontological Conflicts

Author

Listed:
  • Firat, Aykut
  • Madnick, Stuart
  • Grosof, Benjamin

Abstract

While there are efforts to establish a single international accounting standard, there are strong current and future needs to handle heterogeneous accounting methods and systems. We advocate a context-based approach to dealing with multiple accounting standards and equational ontological conflicts. In this paper we first define what we mean by equational ontological conflicts and then describe a new approach, using Constraint Logic Programming and abductive reasoning, to reconcile such conflicts among disparate information systems. In particular, we focus on the use of Constraint Handling Rules as a simultaneous symbolic equation solver, which is a powerful way to combine, invert and simplify multiple conversion functions that translate between different contexts. Finally, we demonstrate a sample application using our prototype implementation that demonstrates the viability of our approach

Suggested Citation

  • Firat, Aykut & Madnick, Stuart & Grosof, Benjamin, 2003. "Financial Information Integration in the Presence of Equational Ontological Conflicts," Working papers 4408-02, Massachusetts Institute of Technology (MIT), Sloan School of Management.
  • Handle: RePEc:mit:sloanp:1821
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    File URL: http://hdl.handle.net/1721.1/1821
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