Structured Modeling with uncertainty

Physical Review E(2007)

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摘要
This paper starts with the description of the modeling pro- cess as a dialog, and describes the associated formal functions, including the feedback supporting the growing mutual understanding. The dialog has a procedural and an informational aspect. For this latter a controlled grammar is used, that has a user friendly and a system friendly side. These sides are related via an elementary syntactical transformation. Assuming some elementary requirements on the dialog participants, we prove the main theorem for information modeling eectiveness. We also propose a system of metrics to support the modeling process. In terms of these metrics, modeling heuristics can be described and evaluated. We demonstrate our ideas by a simple sample session.
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