Skip to Main content Skip to Navigation
Conference papers

Case-based reasoning for invoice analysis and recognition

Hatem Hamza 1 Yolande Belaïd 1 Abdel Belaïd 1
1 READ - READ
LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
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.
Complete list of metadata

Cited literature [12 references]  Display  Hide  Download

https://hal.inria.fr/inria-00176632
Contributor : Hatem Hamza <>
Submitted on : Thursday, October 4, 2007 - 11:45:58 AM
Last modification on : Friday, February 26, 2021 - 3:28:07 PM
Long-term archiving on: : Thursday, September 27, 2012 - 12:47:03 PM

File

iccbr_camera_ready1.pdf
Files produced by the author(s)

Identifiers

Collections

Citation

Hatem Hamza, Yolande Belaïd, Abdel Belaïd. Case-based reasoning for invoice analysis and recognition. 7th International Conference on Case-based Reasoning - ICCBR 2007, Aug 2007, Belfast, United Kingdom. pp.404-418, ⟨10.1007/978-3-540-74141-1_28⟩. ⟨inria-00176632⟩

Share

Metrics

Record views

468

Files downloads

1338