{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T11:45:44Z","timestamp":1777376744643,"version":"3.51.4"},"reference-count":68,"publisher":"Emerald","issue":"5","license":[{"start":{"date-parts":[[2019,9,9]],"date-time":"2019-09-09T00:00:00Z","timestamp":1567987200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JD"],"published-print":{"date-parts":[[2019,9,9]]},"abstract":"<jats:sec>\n                    <jats:title content-type=\"abstract-subheading\">Purpose<\/jats:title>\n                    <jats:p>\n                      An overview of the current use of handwritten text recognition (HTR) on archival manuscript material, as provided by the EU H2020 funded\n                      <jats:italic>Transkribus<\/jats:italic>\n                      platform. It explains HTR, demonstrates\n                      <jats:italic>Transkribus<\/jats:italic>\n                      , gives examples of use cases, highlights the affect HTR may have on scholarship, and evidences this turning point of the advanced use of digitised heritage content. The paper aims to discuss these issues.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title content-type=\"abstract-subheading\">Design\/methodology\/approach<\/jats:title>\n                    <jats:p>This paper adopts a case study approach, using the development and delivery of the one openly available HTR platform for manuscript material.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title content-type=\"abstract-subheading\">Findings<\/jats:title>\n                    <jats:p>\n                      <jats:italic>Transkribus<\/jats:italic>\n                      has demonstrated that HTR is now a useable technology that can be employed in conjunction with mass digitisation to generate accurate transcripts of archival material. Use cases are demonstrated, and a cooperative model is suggested as a way to ensure sustainability and scaling of the platform. However, funding and resourcing issues are identified.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title content-type=\"abstract-subheading\">Research limitations\/implications<\/jats:title>\n                    <jats:p>The paper presents results from projects: further user studies could be undertaken involving interviews, surveys, etc.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title content-type=\"abstract-subheading\">Practical implications<\/jats:title>\n                    <jats:p>\n                      Only HTR provided via\n                      <jats:italic>Transkribus<\/jats:italic>\n                      is covered: however, this is the only publicly available platform for HTR on individual collections of historical documents at time of writing and it represents the current state-of-the-art in this field.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title content-type=\"abstract-subheading\">Social implications<\/jats:title>\n                    <jats:p>The increased access to information contained within historical texts has the potential to be transformational for both institutions and individuals.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title content-type=\"abstract-subheading\">Originality\/value<\/jats:title>\n                    <jats:p>This is the first published overview of how HTR is used by a wide archival studies community, reporting and showcasing current application of handwriting technology in the cultural heritage sector.<\/jats:p>\n                  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(2017), \u201cCompilation of a large ground-truth data set using transkribus\u201d, paper presented at Transkribus User Conference 2017, 2\u20133 November, Technical University of Vienna, Vienna, available at: https:\/\/read.transkribus.eu\/wp-content\/uploads\/2017\/07\/Boenig_Wuerzner_Groundtruth-1.pdf (accessed 13 December 2018)."},{"issue":"3","key":"key2019091209142272400_ref005","first-page":"227","article-title":"Digitization of heritage collections as indicator of innovation","volume":"26","year":"2016","journal-title":"Economics of Innovation and New Technology"},{"key":"key2019091209142272400_ref006","first-page":"808","article-title":"Recognition of handwritten numerical fields in a large single-writer historical collection","year":"2009"},{"key":"key2019091209142272400_ref007","unstructured":"Carbonell, J.G., Michalski, R.S. and Mitchell, T.M. (2013), \u201cAn overview of machine learning\u201d, in Michalski, R.S., Carbonell, J.G. and Mitchell, T.M. (Eds), Machine Learning: An Artificial Intelligence Approach, Springer-Verlag, Berlin and Heidelberg, pp. 3-23."},{"key":"key2019091209142272400_ref008","unstructured":"Causer, T. and Terras, M. (2014), \u201c\u2018Many hands make light work. Many hands together make merry work\u2019: transcribe Bentham and Crowdsourcing manuscript collections\u201d, in Ridge, M. (Ed.), Crowdsourcing Our Cultural Heritage, Ashgate, Farnham, pp. 57-88."},{"key":"key2019091209142272400_ref009","article-title":"Comparing machine learning approaches for table recognition in historical register books","year":"2018"},{"key":"key2019091209142272400_ref010","unstructured":"Cornell, D. 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(2018), \u201cThe READ-COOP: working together for the future of digital cultural heritage\u201d, paper presented at Transkribus User Conference 2018, 8\u20139 November, Technical University of Vienna, Vienna, available at: https:\/\/read.transkribus.eu\/wp-content\/uploads\/2018\/11\/DELLINGER-SCE.pdf (accessed 13 December 2018)."},{"key":"key2019091209142272400_ref013","first-page":"1355","article-title":"cBAD: ICDAR2017 competition on baseline detection","year":"2017"},{"key":"key2019091209142272400_ref014","unstructured":"Dillen, W. 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(2017), \u201cThe Austrian Bible translator \u2013 the word of God in German. Annotated critical hybrid edition\u201d, paper presented at Transkribus User Conference, 2\u20133 November, Technical University of Vienna, Vienna, available at: https:\/\/read.transkribus.eu\/wp-content\/uploads\/2017\/07\/Vetter_Austrian_Bible.pdf (accessed 13 December 2018)."},{"key":"key2019091209142272400_ref063","doi-asserted-by":"crossref","unstructured":"Weber, A., Ameryan, M., Wolstencroft, K., Stork, L., Heerlien, M. and Schomaker, L. (2018), \u201cTowards a digital infrastructure for illustrated handwritten archives\u201d, in Ioannides, M. (Ed.), Digital Cultural Heritage, Springer International, pp. 155-166.","DOI":"10.1007\/978-3-319-75826-8_13"},{"key":"key2019091209142272400_ref064","unstructured":"Weidemann, M., Michael, J., Gr\u00fcning, T. and Labahn, R. (2017), \u201cDeliverable 7.8, HTR engine based on neural networks P2\u201d, Deliverable submitted to the European Commission, available at: https:\/\/read.transkribus.eu\/wp-content\/uploads\/2017\/12\/Del_D7_8.pdf (accessed 13 December 2018)."},{"key":"key2019091209142272400_ref065","volume-title":"Practical Corpus Linguistics: An Introduction to Corpus-Based Language Analysis","year":"2016"},{"key":"key2019091209142272400_ref066","unstructured":"Wurster, H.W., Putz, H., Lang, E.M., Fronh\u00f6fer, W., Fronh\u00f6fer, A. and M\u00fchlbauer, E. (2017), \u201cDeliverable 8.11, large scale demonstrators. Keyword spotting in registry books P2\u201d, Deliverable submitted to the European Commission, available at: https:\/\/read.transkribus.eu\/wp-content\/uploads\/2017\/12\/READ_D8_11_LSD_Passau.pdf (accessed 13 December 2018)."},{"issue":"8","key":"key2019091209142272400_ref067","doi-asserted-by":"crossref","first-page":"4032","DOI":"10.1109\/TIP.2017.2700721","article-title":"Unsupervised word spotting in historical handwritten document images using document-oriented local features","volume":"26","year":"2017","journal-title":"IEEE Transactions on Image Processing"},{"key":"key2019091209142272400_ref068","unstructured":"M\u00fchlberger, G. (2015), \u201cDie automatisierte Volltexterkennung historischer Handschriften als gemeinsame Aufgabe von Archiven, Geistes- und Computerwissenschaftlern. Das Modell einer zentralen Transkriptionsplattform als virtuelle Forschungsumgebung\u201d, in Becker, I.C. and Oertel, S. (Eds), Digitalisierung im Archiv. Neue Wege der Bereitstellung des Archivguts. Beitr\u00e4ge des 18. Archivwissenschaftlichen Kolloquiums am 26. und 27. November 2013, Archivschule Marburg, Marburg, pp. 87-116."}],"container-title":["Journal of Documentation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JD-07-2018-0114\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/JD-07-2018-0114\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T22:34:31Z","timestamp":1753396471000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/jd\/article\/75\/5\/954-976\/206914"}},"subtitle":["Transkribus as a case study"],"short-title":[],"issued":{"date-parts":[[2019,9,9]]},"references-count":68,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2019,9,9]]}},"alternative-id":["10.1108\/JD-07-2018-0114"],"URL":"https:\/\/doi.org\/10.1108\/jd-07-2018-0114","relation":{"has-version":[{"id-type":"doi","id":"10.21428\/cb6ab371.6b157ea0","asserted-by":"object"}]},"ISSN":["0022-0418"],"issn-type":[{"value":"0022-0418","type":"print"}],"subject":[],"published":{"date-parts":[[2019,9,9]]}}}