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Bibliography References Validation using Emergent Architecture

Parmentier François 1 Abdel Belaïd 1
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LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : We present an AI approach for the semantic recognition of bibliography references. The objective is to produce for each reference (given by an OCR flow), a structured data containing the list of the different sub-fields recognized and semantically validated. The validation is operated according to a Bibliography reference database, by the exam of principal terms in each reference field. The system uses an emergent architecture containing a Concept Network built from the database. This net represents the principal fields of the references and includes statistics on the occurrence of their terms. Validation is achieved dynamically by activation at each time of the more pertinent concepts. These concepts verify the presence of their terms by the execution of appropriate agents. This architecture is robust and non-deterministic allowing to find a solution in spite of OCR errors
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https://hal.inria.fr/inria-00533907
Contributor : Yolande Belaid <>
Submitted on : Monday, November 8, 2010 - 2:58:17 PM
Last modification on : Friday, February 26, 2021 - 3:28:07 PM

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Parmentier François, Abdel Belaïd. Bibliography References Validation using Emergent Architecture. International Conference on Document Analysis and Recognition - ICDAR'95, Aug 1995, Montréal, Canada. pp.532-535, ⟨10.1109/ICDAR.1995.601952⟩. ⟨inria-00533907⟩

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