OcrV1, France, Analysis, bibRecord, 000185

Case-Based Reasoning for Invoice Analysis and Recognition

Identifieur interne : 000185 ( France/Analysis ); précédent : 000184; suivant : 000186

Case-Based Reasoning for Invoice Analysis and Recognition

Auteurs : Hatem Hamza [France] ; Yolande Belaïd [France] ; Abdel Belaïd [France]

Source :

Lecture Notes in Computer Science [ 0302-9743 ] ; 2007.

RBID : ISTEX:568A8BCC771997A96EA47A5A8D4EF1F68C9011CC

Abstract

Abstract: This paper introduces the approach CBRDIA (Case-based Reasoning for Document Invoice Analysis) which uses the principles of case-based reasoning to analyze, recognize and interpret invoices. Two CBR cycles are performed sequentially in CBRDIA. The first one consists in checking whether a similar document has already been processed, which makes the interpretation of the current one easy. The second cycle works if the first one fails. It processes the document by analyzing and interpreting its structuring elements (adresses, amounts, tables, etc) one by one. The CBR cycles allow processing documents from both knonwn or unknown classes. Applied on 923 invoices, CBRDIA reaches a recognition rate of 85,22% for documents of known classes and 74,90% for documents of unknown classes.

Url:

https://api.istex.fr/document/568A8BCC771997A96EA47A5A8D4EF1F68C9011CC/fulltext/pdf

DOI: 10.1007/978-3-540-74141-1_28

Affiliations:

Links toward previous steps (curation, corpus...)

to stream Istex, to step Corpus: 000948
to stream Istex, to step Curation: 000938
to stream Istex, to step Checkpoint: 000777
to stream Main, to step Merge: 000D75
to stream Main, to step Curation: 000D62
to stream Main, to step Exploration: 000D62
to stream France, to step Extraction: 000185

Links to Exploration step

ISTEX:568A8BCC771997A96EA47A5A8D4EF1F68C9011CC

Le document en format XML

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<front><div type="abstract" xml:lang="en">Abstract: This paper introduces the approach CBRDIA (Case-based Reasoning for Document Invoice Analysis) which uses the principles of case-based reasoning to analyze, recognize and interpret invoices. Two CBR cycles are performed sequentially in CBRDIA. The first one consists in checking whether a similar document has already been processed, which makes the interpretation of the current one easy. The second cycle works if the first one fails. It processes the document by analyzing and interpreting its structuring elements (adresses, amounts, tables, etc) one by one. The CBR cycles allow processing documents from both knonwn or unknown classes. Applied on 923 invoices, CBRDIA reaches a recognition rate of 85,22% for documents of known classes and 74,90% for documents of unknown classes.</div>
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Case-Based Reasoning for Invoice Analysis and Recognition

Case-Based Reasoning for Invoice Analysis and Recognition

Source :

Abstract

Links toward previous steps (curation, corpus...)

Links to Exploration step

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

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