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Spécification d'une architecture émergente fondée sur le raisonnement par analogie. Application aux références bibliographiques

François Parmentier 1
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LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : BAsCET is a multi-agent system using a blackboard. It is based on the emergence of concepts within a dynamic model and come from the COPYCAT architecture. To avoid a single deterministic reasoning that would restrict its creativity, its determinism is adapted depending on the current solution. It is applied to the logical structure automatic recognition of bibliographic references in scientific papers (only in physical formet, i.e. PostScript). The model, called concept network, takes after semantic networks and neural networks, and is automatically built from a BibTeX references database. The system uses co-occurrences between terms of references to draw conceptually near terms closer. Analogy is used on the base's references: whenever the system encounters an unknown reference, it associates it to the physical part of the base and tries to find a corresponding solution. Although results are modest (65,5% of recognition), they hopefully lead to better ones after optimization.
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Submitted on : Wednesday, June 18, 2003 - 9:29:19 PM
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François Parmentier. Spécification d'une architecture émergente fondée sur le raisonnement par analogie. Application aux références bibliographiques. Interface homme-machine [cs.HC]. Université Henri Poincaré - Nancy I, 1998. Français. ⟨tel-00003024⟩

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