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Improving the automated capture of Survey of Household Spending receipts using advanced machine learning techniques / by Joanne Yoon and Oladayo Ogunnoiki.: CS11-522/2024-1-4E-PDF

"The Survey of Household Spending (SHS) conducted by Statistics Canada collects paper diaries and shopping receipts as a source of household expenditure data. An auto-capturing algorithm was created for SHS 2023 to reduce statistical clerks manual work of extracting important information from scanned receipts of common store brands"--Abstract, page [2].

Permanent link to this Catalogue record:
publications.gc.ca/pub?id=9.966412&sl=0

Publication information
Department/Agency
  • Statistics Canada, issuing body.
TitleImproving the automated capture of Survey of Household Spending receipts using advanced machine learning techniques / by Joanne Yoon and Oladayo Ogunnoiki.
Variant title
  • At head of title: Proceedings of Statistics Canada Symposium 2024 : the future of official statistics
Series title
  • [Statistics Canada international symposium series : proceedings], 1709-8211
Publication typeMonograph - View Master Record
Language[English]
Other language editions[French]
FormatDigital text
Electronic document
Note(s)
  • Title from cover.
  • Issued also in French under title: Améliorer la saisie automatique des reçus d'achat fournis dans le cadre de l'Enquête sur les dépenses des ménages à l'aide de techniques d'apprentissage automatique.
  • Includes bibliographical references.
Publishing information
  • [Ottawa] : Statistics Canada = Statistique Canada, September 8, 2025.
Author / Contributor
  • Yoon, Joanne, author.
Description1 online resource (7 unnumbered pages) : illustrations.
Catalogue number
  • CS11-522/2024-1-4E-PDF
Departmental catalogue number11-522-X
Subject terms
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