Exploring Data Provenance in Handwritten Text Recognition Infrastructure: Sharing and Reusing Ground Truth Data, Referencing Models, and Acknowledging Contributions. Starting the Conversation on How We Could Get It Done
Faculty Digital Archive (New York University Florence)
Abstract
This paper discusses best practices for sharing and reusing Ground Truth in Handwritten Text Recognition infrastructures, as well as ways to reference and acknowledge contributions to the creation and enrichment of data within these systems. We discuss how one can place Ground Truth data in a repository and, subsequently, inform others through HTR-United. Furthermore, we want to suggest appropriate citation methods for ATR data, models, and contributions made by volunteers. Moreover, when using digitised sources (digital facsimiles), it becomes increasingly important to distinguish between the physical object and the digital collection. These topics all relate to the proper acknowledgement of labour put into digitising, transcribing, and sharing Ground Truth HTR data. This also points to broader issues surrounding the use of machine learning in archival and library contexts, and how the community should begin to acknowledge and record both contributions and data provenance.
Authors 60
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Huygens Institute for History and Culture of the Netherlands · Vrije Universiteit Amsterdam
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Huygens Institute for the History and Culture of the Netherlands; Vrije Universiteit Amsterdam
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University of Bern
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Huygens Institute for History and Culture of the Netherlands
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Huygens Institute for the History and Culture of the Netherlands
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Huygens Institute for History and Culture of the Netherlands
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Huygens Institute for the History and Culture of the Netherlands
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Institut national de recherche en sciences et technologies du numérique · ALMANACH: Modélisation et analyse linguistique automatique et humanités computationnelles · Université de Montréal
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ALMAnaCH, Inria, Paris; Université de Montréal
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NIOD Institute for War, Holocaust and Genocide Studies
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NIOD Institute for War, Holocaust, and Genocide Studies
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Aarhus Universitet/ Aarhus University
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READ-COOP SCE
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American Historical Association
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American Historical Association
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University of Edinburgh
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Amsterdam City Archives
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NIOD Institute for War, Holocaust and Genocide Studies
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NIOD Institute for War, Holocaust, and Genocide Studies
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Albert-Ludwigs-Universität: Freiburg im Breisgau
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Royal Netherlands Academy of Arts and Sciences
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KNAW Humanities Cluster Amsterdam
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Royal Netherlands Academy of Arts and Sciences
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KNAW Humanities Cluster Amsterdam
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Instituut voor de Nederlandse Taal
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Instituut voor de Nederlandse Taal
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Bonn Center for Dependency and Slavery Studies at the University of Bonn
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Universiteit van Amsterdam
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Bibliotheca Hertziana – Max Planck Institute for Art History
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Bibliotheca Hertziana – Max Planck Institute for Art History
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Vrije Universiteit Amsterdam
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Royal Netherlands Academy of Arts and Sciences
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KNAW Humanities Cluster, Amsterdam
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Trinity College Dublin
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National Library of Scotland · University of Edinburgh
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University of Edinburgh; National Library of Scotland
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The National Archives of Norway
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National Archives of Norway
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Vrije Universiteit Brussel · State Archives of Belgium
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Vrije Universiteit Brussel; State Archives Brussels
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Vrije Universiteit Amsterdam
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Vrije Universiteit Amsterdam
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Universität Innsbruck · Universitäts- und Landesbibliothek Tirol
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University of Innsbruck; State Library of Tyrol
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Vrije Universiteit Amsterdam
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CCS Content Conversion Specialists GmbH
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University of Basel
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University Library of Tübingen
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Huygens Institute for History and Culture of the Netherlands
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Huygens Institute for the History and Culture of the Netherlands
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Vrije Universiteit Amsterdam
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Nationaal Archief of the Netherlands
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Dutch National Archives
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Nationaal Archief of the Netherlands
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Dutch National Archives
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Vrije Universiteit Amsterdam
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Vrije Universiteit Amsterdam
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Danish National Archives
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Rahvusarhiiv Estonia
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Vrije Universiteit Amsterdam
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NIOD Institute for War, Holocaust and Genocide Studies
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NIOD Institute for War, Holocaust, and Genocide Studies
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National Library of Scotland · University of Edinburgh
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University of Edinburgh; National Library of Scotland
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Vrije Universiteit Amsterdam
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University of Amsterdam
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Research Centre for Hanse and Baltic History (FGHO)
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Vrije Universiteit Amsterdam
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Vrije Universiteit Amsterdam
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Friedrich-Alexander-Universität Erlangen-Nürnberg
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Friedrich Alexander Universität Erlangen-Nürnberg
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independent citizen scientist
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University of Aberdeen
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Instituut voor de Nederlandse Taal
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Instituut voor de Nederlandse Taal
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independent citizen scientist
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independent citizen scientist
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Huygens Institute for History and Culture of the Netherlands
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Huygens Institute for the History and Culture of the Netherlands
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Vrije Universiteit Amsterdam
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Utrechts Archief
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READ-COOP SCE
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New York University Abu Dhabi · New York University
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NYU Abu Dhabi
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independent citizen scientist
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