Computer-Supported Resolution of Measurement Conflicts: A Case-Study in Materials Science |
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Authors: | Hidde de Jong Nicolaas Mars Paul van der Vet |
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Institution: | (1) Institut National de Recherche en Informatique et en, Automatique (INRIA), Unité de recherche Rhône-Alpes, ZIRST, 655 avenue de l'Europe, 38330 Montbonnot Saint Martin, France, E-mail;(2) Department of Computer Science, University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands E-mail |
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Abstract: | Resolving conflicts between different measurements ofa property of a physical system may be a key step in a discoveryprocess. With the emergence of large-scale databases and knowledgebases with property measurements, computer support for the task ofconflict resolution has become highly desirable. We will describe amethod for model-based conflict resolution and the accompanyingcomputer tool KIMA, which have been applied in a case-study inmaterials science. In order to be a useful aid to scientists, the toolneeds to be integrated with other tools in a computer-supporteddiscovery environment. We will give an outline of such acomputer-supported discovery environment and argue that its use mightlead to new ways of doing science, so-called computer regimes. |
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Keywords: | conflict resolution computer-supported discovery measurement analysis model-based reasoning computer regimes |
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