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10.5555/839278.840300guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
Article

Bibliography references validation using emergent architecture

Published: 14 August 1995 Publication History

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.

Cited By

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  • (2008)Crf-based authors' name tagging for scanned documentsProceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries10.1145/1378889.1378935(272-275)Online publication date: 16-Jun-2008
  • (2003)Bibliographic attribute extraction from erroneous references based on a statistical modelProceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries10.5555/827140.827147(49-60)Online publication date: 27-May-2003

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Published In

cover image Guide Proceedings
ICDAR '95: Proceedings of the Third International Conference on Document Analysis and Recognition (Volume 2) - Volume 2
August 1995
ISBN:0818671289

Publisher

IEEE Computer Society

United States

Publication History

Published: 14 August 1995

Author Tags

  1. OCR errors
  2. OCR flow
  3. appropriate agents
  4. bibliography reference database
  5. bibliography references validation
  6. concept network
  7. emergent architecture
  8. principal terms
  9. semantic networks
  10. semantic recognition
  11. structured data
  12. sub-fields

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Cited By

View all
  • (2008)Crf-based authors' name tagging for scanned documentsProceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries10.1145/1378889.1378935(272-275)Online publication date: 16-Jun-2008
  • (2003)Bibliographic attribute extraction from erroneous references based on a statistical modelProceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries10.5555/827140.827147(49-60)Online publication date: 27-May-2003

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