Contract Metadata Identification in Czech Scanned Documents

D 2021

Contract Metadata Identification in Czech Scanned Documents

HA, Hien Thi, Aleš HORÁK a BUi MINH TUAN

Základní údaje

Originální název

Contract Metadata Identification in Czech Scanned Documents

Autoři

HA, Hien Thi (704 Vietnam, domácí), Aleš HORÁK (203 Česká republika, garant, domácí) a BUi MINH TUAN (704 Vietnam)

Vydání

Portugal, Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, od s. 795-802, 8 s. 2021

Nakladatel

The SciTePress Digital Library

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10201 Computer sciences, information science, bioinformatics

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Odkazy

URL

Kód RIV

RIV/00216224:14330/21:00121131

Organizační jednotka

Fakulta informatiky

ISBN

978-989-758-484-8

DOI

http://dx.doi.org/10.5220/0010243807950802

UT WoS

000661455800087

Klíčová slova anglicky

Information Extraction; Scanned Documents; Document Metadata; Contract Metadata Extraction; Czech

Štítky

core_B, firank_B

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 23. 5. 2022 14:21, RNDr. Pavel Šmerk, Ph.D.

Anotace

V originále

Although nowadays digital-born documents are generally prevalent, exchange of business documents often consists in processing their scanned image form as a general human-readable format with one-to-one correspondence to paper documents. Bulk processing of such scanned documents then requires human intervention to extract and enter the main document metadata. In this paper, we present the design and evaluation of a contract processing module in the OCRMiner system. The information extraction process allows to combine layout properties with text analysis as input to a rule-based extraction with confidence score propagation. The first results are evaluated with public Czech contract documents reaching the item extraction accuracy of almost 88%.

Návaznosti

LM2018101, projekt VaV

Název: Digitální výzkumná infrastruktura pro jazykové technologie, umění a humanitní vědy (Akronym: LINDAT/CLARIAH-CZ)

Investor: Ministerstvo školství, mládeže a tělovýchovy ČR, LINDAT/CLARIAH-CZ - Digitální výzkumná infrastruktura pro jazykové technologie, umění a humanitní vědy

Citovat

HA, Hien Thi, Aleš HORÁK a BUi MINH TUAN. Contract Metadata Identification in Czech Scanned Documents. Online. In Ana Paula Rocha ; Luc Steels and Jaap van den Herik. Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. Portugal: The SciTePress Digital Library, 2021, s. 795-802. ISBN 978-989-758-484-8. Dostupné z: https://dx.doi.org/10.5220/0010243807950802.

@inproceedings{1741557,
   author = {Ha, Hien Thi and Horák, Aleš and Minh Tuan, BUi},
   address = {Portugal},
   booktitle = {Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
   doi = {http://dx.doi.org/10.5220/0010243807950802},
   editor = {Ana Paula Rocha ; Luc Steels and Jaap van den Herik},
   keywords = {Information Extraction; Scanned Documents; Document Metadata; Contract Metadata Extraction; Czech},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Portugal},
   isbn = {978-989-758-484-8},
   pages = {795-802},
   publisher = {The SciTePress Digital Library},
   title = {Contract Metadata Identification in Czech Scanned Documents},
   url = {https://www.scitepress.org/PublicationsDetail.aspx?ID=Alw3hhTLE1M=&t=1},
   year = {2021}
}

TY  - JOUR
ID  - 1741557
AU  - Ha, Hien Thi - Horák, Aleš - Minh Tuan, BUi
PY  - 2021
TI  - Contract Metadata Identification in Czech Scanned Documents
PB  - The SciTePress Digital Library
CY  - Portugal
SN  - 9789897584848
KW  - Information Extraction
KW  - Scanned Documents
KW  - Document Metadata
KW  - Contract Metadata Extraction
KW  - Czech
UR  - https://www.scitepress.org/PublicationsDetail.aspx?ID=Alw3hhTLE1M=&t=1
N2  - Although nowadays digital-born documents are generally prevalent, exchange of business documents often consists in processing their scanned image form as a general human-readable format with one-to-one correspondence to paper documents. Bulk processing of such scanned documents then requires human intervention to extract and enter the main document metadata. In this paper, we present the design and evaluation of a contract processing module in the OCRMiner system. The information extraction process allows to combine layout properties with text analysis as input to a rule-based extraction with confidence score propagation. The first results are evaluated with public Czech contract documents reaching the item extraction accuracy of almost 88%.
ER  -

HA, Hien Thi, Aleš HORÁK a BUi MINH TUAN. Contract Metadata Identification in Czech Scanned Documents. Online. In Ana Paula Rocha ; Luc Steels and Jaap van den Herik. \textit{Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART}. Portugal: The SciTePress Digital Library, 2021, s.~795-802. ISBN~978-989-758-484-8. Dostupné z: https://dx.doi.org/10.5220/0010243807950802.

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