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Financial Information Integration in the Presence of Equational Ontological ConflictsAykut FiratMassachusetts Institute of Technology (MIT) - Sloan School of Management Stuart MadnickMassachusetts Institute of Technology (MIT) - Sloan School of Management Benjamin GrosofMassachusetts Institute of Technology (MIT) - Sloan School of Management October 2002 MIT Sloan Working Paper No. 4408-02; CISL Working Paper No. 2002-16 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.
Number of Pages in PDF File: 7 Keywords: Financial Information Integration, Equational Ontological Conflicts, Multiple Accounting Standards, Constraint Handling Rules JEL Classification: M41, M44, M47, L22 working papers seriesDate posted: February 6, 2003Suggested CitationContact Information
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