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1-3 of 3
Keywords: Named entity recognition
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Journal Articles
Journal:
Journal of Documentation
Journal of Documentation (2023) 79 (7): 225–239.
Published: 31 July 2023
... The authors compared the flexible character accuracy of five OCR methods. The authors then compared the character error rate (CER) of three text extraction approaches (regular expressions, DIA and named entity recognition (NER)). The authors were able to obtain the highest quality structured text output using...
Journal Articles
Integrated use of KOS and deep learning for data set annotation in tourism domain
Available to Purchase
Journal:
Journal of Documentation
Journal of Documentation (2023) 79 (6): 1440–1458.
Published: 02 May 2023
... domain. In particular, the KOS is used to develop a named entity recognition (NER) system. Design/methodology/approach A method to improve and customize an available thesaurus by leveraging documents related to the tourism in Italy is firstly presented. Then, the obtained thesaurus is used to create...
Journal Articles
Computer vision and machine learning approaches for metadata enrichment to improve searchability of historical newspaper collections
Available to PurchaseDilawar Ali, Kenzo Milleville, Steven Verstockt, Nico Van de Weghe, Sally Chambers, Julie M. Birkholz
Journal:
Journal of Documentation
Journal of Documentation (2024) 80 (5): 1031–1056.
Published: 27 February 2023
...) conduct image similarity analysis using (un)supervised classification methods and (4) perform named entity recognition (NER) to link the extracted information to open data. Findings The results show that the proposed workflow improves the accessibility and searchability of digitized historical...
