Skip to main contentSkip to search
Episciences
Open Access Journals
Sign in(new window)
Transformations logo
TransformationsA DARIAH Journal
Transformations logo
Transformations
Sign in(new window)
Articles & Issues
All articlesAll accepted articlesAll volumesLast volumeSectionsAuthors
About
The journalNews
Boards
Publish
For authorsEthical charterFor reviewersProposing special issues
Submit
Transformations logo
Journal's leaflet
|
Contact
|
Credits
eISSN 3095-3200
|
RSS
|
Atom
Episciences
Documentation
|
Acknowledgements
|
Publishing policy
Accessibility: non-compliant
|
Legal mentions
|
Privacy statement
|
Terms of use
  1. Home > Articles & Issues >
  2. Articles >
  3. A reproducible frame ...
Article

A reproducible framework to publish and reuse Collections as data: the case of the European Literary Bibliography

Gustavo Candela ORCID (1), Cezary Rosiński ORCID (2), Arkadiusz Margraf ORCID (3)
(1) University of Alicante
(2) Institute of Literary Research of the Polish Academy of Sciences
(3) Institute of Bioorganic Chemistry of the Polish Academy of Sciences
Download article
Open on Zenodo
Submitted on
November 12, 2024
Accepted on
April 3, 2025
Published on
June 16, 2025
Last modified on
August 28, 2025
Volume 1
Workflows
Metadata-based workflows
DOI
10.46298/transformations.14729
License
Attribution 4.0 International (CC BY 4.0)
European Commission
101132163
Advancing FronTier Research In the Arts and hUManities
Indicators
1377
Views
576
Downloads

A reproducible framework to publish and reuse Collections as data: the case of the European Literary Bibliography

Gustavo Candela ORCID (1), Cezary Rosiński ORCID (2), Arkadiusz Margraf ORCID (3)
(1) University of Alicante
(2) Institute of Literary Research of the Polish Academy of Sciences
(3) Institute of Bioorganic Chemistry of the Polish Academy of Sciences
Abstract
GLAM (Galleries, Libraries, Archives and Museums) institutions host rich content that is provided in the form of digital collections. Bibliographic databases are collections of references focused on a particular topic that can be used to apply Digital Humanities (DH) methods. Recent approaches such as Collections as Data and Labs promote the publication of digital collections supporting computational use.This work aims to provide a framework for publishing and reusing digital collections based on literary bibliographies published by GLAM institutions in order to make them suitable for computational use in the form of Collections as Data, in particular, in the context of the European Literary Bibliography. It also describes the infrastructure used and DH research scenarios to illustrate how the results can be reused for different goals. Digital curators and DH researchers interested in making their datasets available in the form of Collections as Data are the intended audience of this work.
Linked publications - datasets - software
  • Is compiled by
    https://gitlab.pcss.pl/dl-team/atrium/tna01
Preview
Loading PDF preview...
References
  1. Albertoni, Riccardo, and Antoine Isaac. 2021. "Introducing the Data Quality Vocabulary (DQV)." Semantic Web 12 (1): 81-97. https://doi.org/10.3233/SW-200382.

    DOI : 10.3233/sw-200382
  2. Alkemade, Henk, Steven Claeyssens, Giovanni Colavizza, Nuno Freire, Jörg Lehmann, Clemens Neudecker, Giulia Osti, and Daniel van Strien. 2023. "Datasheets for Digital Cultural Heritage Datasets." Journal of Open Humanities Data 9 (1). https: //doi.org/10.5334/johd.124.

    DOI : 10.5334/johd.124
  3. Berners-Lee, Tim, James Hendler, and Ora Las- sila. 2001. "The Semantic Web." Scientific American Magazine 284 (May). https://www.scientificamerican.com/article/the-semantic-web/.

    DOI : 10.1038/scientificamerican0501-34
  4. Cabot, Pere-Lluís Huguet, Simone Tedeschi, Axel-Cyrille Ngonga Ngomo, and Roberto Navigli. 2023. "RED FM : A Filtered and Multilingual Relation Extraction Dataset." In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (Toronto, Canada, 9-14 July), edited by Anna Rogers, Jordan L. Boyd-Graber, and Naoaki Okazaki, 4326-4343. Kerrville, Texas: Association for Computational Linguistics. https://doi.org/10.18653/V1/ 2023.ACL-LONG.237.

    DOI : 10.18653/V1/2023.ACL-LONG.237
  5. Candela, Gustavo. 2023a. "An Automatic Data Quality Approach to Assess Semantic Data from Cultural Heritage Institutions." JASIST 74 (7): 866-878. https://doi.org/ 10.1002/ASI.24761.

    DOI : 10.1002/asi.24761
  6. Candela, Gustavo. 2023b. "Towards a Semantic Approach in GLAM Labs: The Case of the Data Foundry at the National Library of Scotland." Journal of Information Science 0 (0). https://doi.org/10.1177/ 01655515231174386.

    DOI : 10.1177/01655515231174386
  7. Candela, Gustavo, Sally Chambers, and Tim Sherratt. 2023. "An Approach to Assess the Quality of Jupyter Projects Published by GLAM Institutions." JASIST 74 (13): 1550-1564. https://doi . org/10.1002/ASI.24835.

    DOI : 10.1002/asi.24835
  8. Candela, Gustavo, Mirjam Cuper, Olga Holownia, Nele Gabriëls, Milena Dobreva, and Mahendra Mahey. 2024. "A Systematic Review of Wikidata in GLAM Institutions: A Labs Approach." In Linking Theory and Practice of Digital Libraries-28th International Conference on Theory and Practice of Digital Libraries, TPDL 2024 (Ljubljana, Slovenia, 24-27 September), Proceedings, Part II, edited by Apostolos Antonacopoulos, Annika Hinze, Benjamin Piwowarski, Mickaël Coustaty, Giorgio Maria Di Nunzio, Francesco Gelati, and Nicholas Vanderschantz, 15178:34-50. Lecture Notes in Computer Science. New York: Springer. https://doi.org/10.1007/978 -3-031-72440-4_4.

    DOI : 10.1007/978-3-031-72440-4_4
  9. Candela, Gustavo, Nele Gabriëls, Sally Chambers, Milena Dobreva, Sarah Ames, Meghan Ferriter, Neil Fitzgerald, et al. 2023. "A Checklist to Publish Collections as Data in GLAM Institutions." Global Knowledge, Memory and Communication (November). https://doi.org/10.1108/ gkmc-06-2023-0195.

    DOI : 10.1108/gkmc-06-2023-0195
  10. Candela, Gustavo, Cezary Rosiński, and Margraf Arkadiusz. 2025. "ATRIUM Transnational Access Scheme-A Reproducible Framework to Publish and Reuse Collections as Data: The Case of the European Literary Bibliography." Zenodo. Version March25. https://doi.org/10.5281/zenodo.15075805.

    DOI : 10.5281/zenodo.15075805
  11. Carroll, Stephanie Russo, Ibrahim Garba, Oscar L. Figueroa-Rodríguez, Jarita Holbrook, Raymond Lovett, Simeon Materechera, Mark A. Parsons, et al. 2020. "The CARE Principles for Indigenous Data Governance." Data Science Journal 19 (1): 43. https://doi.org/10.5334/DSJ-2020-043. Chambers, Sally, Melanie Walsh, Michelle Caswell, Geoff Harder, Mercedes Okumura, Julia Corrin, Gabriela Baeza Ventura, et al. 2023. "Position Statements- Collections as Data: State of the Field and Future Directions." Zenodo. Version 1, 2 May. https://doi.org/10.5281/zenodo. 7897735.

    DOI : 10.5281/zenodo.7897735
  12. Coyle, Karen. 2022. "Works, Expressions, Man- ifestations, Items: An Ontology." The Code4Lib Journal 53. https://journal.code4lib.org/articles/16491.

  13. Daquino, Marilena, Francesca Mambelli, Silvio Peroni, Francesca Tomasi, and Fabio Vitali. 2017. "Enhancing Semantic Expressivity in the Cultural Heritage Domain: Ex- posing the Zeri Photo Archive as Linked Open Data." ACM Journal on Computing and Cultural Heritage 10 (4): 21:1-21:21. https://doi.org/10.1145/3051487.

    DOI : 10.1145/3051487
  14. Dijkshoorn, Chris, Lizzy Jongma, Lora Aroyo, Jacco van Ossenbruggen, Guus Schreiber, Wesley ter Weele, and Jan Wielemaker. 2018. "The Rijksmuseum Collection as Linked Data." Semantic Web 9 (2): 221- 230. https://doi.org/10.3233/SW-170257.

    DOI : 10.3233/sw-170257
  15. Fernández-Álvarez, Daniel, José Emilio LabraGayo, and Daniel Gayo-Avello. 2022. "Automatic Extraction of Shapes using sheXer." Knowledge-Based Systems 238. https://doi.org/10.1016/J.KNOSYS.2021. 107975. Hyvönen, Eero, Petri Leskinen, and Jouni Tuominen. 2023. "LetterSampo- Historical Letters on the Semantic Web: A Framework and Its Application to Publishing and Using Epistolary Data". ACM Journal on Computing and Cultural Heritage 16 (1): 1-23. https:// doi.org/10.1145/3569372.

    DOI : 10.1145/3569372
  16. Jaradeh, Mohamad Yaser, Sören Auer, Manuel Prinz, Viktor Kovtun, Gábor Kismihók, and Markus Stocker. 2019. "Open Research Knowledge Graph: Towards Machine Actionability in Scholarly Communication." ArXiv. https://api.semanticsch olar.org/CorpusID:59413794.

    DOI : 10.1145/3360901.3364435
  17. Király, Péter. 2024. "QA Catalogue-A Quality Assessment Tool for Library Catalogues." GWDG Nachrichten 04-05:19-24.

  18. Lee, Benjamin, and Daniel S. Weld. 2020. "Newspaper Navigator: Open Faceted Search for 1.5 Million Images." In UIST '20 Adjunct: The 33rd Annual ACM Sym- posium on User Interface Software and Technology (Virtual Event, USA, 20-23 Oc- tober), edited by Shamsi T. Iqbal, Karon E. MacLean, Fanny Chevalier, and Stefanie Mueller, 120-122. New York: Association for Computing Machinery. https://doi . org/10.1145/3379350.3416143.

    DOI : 10.1145/3379350.3416143
  19. Lee, Benjamin Charles Germain. 2025. "The 'Collections as ML Data' Checklist for Ma- chine Learning and Cultural Heritage." JASIST 76 (2): 375-396. https://doi.org/10.1002/asi.24765. Library of Congress. 2024. "Tutorials for Data Exploration." Library of Congress. https://libraryofcongress . github.io/data-exploration/intro.html.

    DOI : 10.1002/asi.24765
  20. Mahey, Mahendra, Aisha Al-Abdulla, Sarah Ames, Paula Bray, Gustavo Candela, Caleb Derven, Milena Dobreva- McPherson, et al. 2019. Open a GLAM Lab. Doha, Qatar: International GLAM Labs Community (Book Sprint). https : //doi.org/10.21428/16ac48ec.f54af6ae. National Library of Scotland. 2024. AI Statement. Last revised 24 May 2024. https://www.nls.uk/media/sv0fsflg/national-library-of-scotland-ai-statement.docx. National Library of the Netherlands. 2024. "Statement on Commercial Generative AI." National Library of the Netherlands website. https://www.kb.nl/en/ai-statement.

    DOI : 10.21428/16ac48ec.f54af6ae
  21. G. Candela, C. Rosiński and, A. Margra OCLC. 2024. Linked Data: The Future of Library Cataloging. Dublin, OH: OCLC. https://doi. org/10.25333/71w4-vq71.

  22. Padilla, Thomas, Laurie Allen, Hannah Frost, Sarah Potvin, Elizabeth Russey Roke, and Stewart Varner. 2019. "Final Report- Always Already Computational: Collections as Data." Zenodo. Version 1, 22 May. https://doi . org/10.5281/zenodo.3152935.

    DOI : 10.5281/zenodo.3152935
  23. Pasquale, Alessio Di, Valentina Pasqual, Francesca Tomasi, and Fabio Vitali. 2024. "On Assessing Weaker Logical Status Claims in Wikidata Cultural Heritage Records." Semantic Web 15 (6): 2395- 2417. https://journals.sagepub.com/doi/ pdf/10.3233/SW-243686.

    DOI : 10.3233/sw-243686
  24. Pimentel, João Felipe, Leonardo Murta, Vanessa Braganholo, and Juliana Freire. 2021. "Understanding and Improving Quality and Reproducibility of Jupyter Notebooks." Empirical Software Engineer- ing 26 (4). https : / / doi . org / 10 . 1007 / S10664-021-09961-9.

    DOI : 10.1007/s10664-021-09961-9
  25. Schneider, Sophie, and Jörg Lehmann. 2024. "Metadata of the 'Alte Realkatalog (ARK)' of Berlin State Library (SBB)." Dataset. Zenodo. Version v2. https://doi.org/10. 5281/zenodo.12783813.

  26. Sherratt, Tim. 2021. "GLAM Workbench." Zenodo. Version v1.0.0, 27 October. https:// doi.org/10.5281/zenodo.5603060.

    DOI : 10.5281/zenodo.5603060
  27. Tamper, Minna, Petri Leskinen, Eero Hyvönen, Risto Valjus, and Kirsi Keravuori. 2023. "Analyzing Biography Collections Historiographically as Linked Data: Case National Biography of Finland." Semantic Web 14 (2): 385-419. https://doi.org/10.3233/SW-222887.

    DOI : 10.3233/sw-222887
  28. Tasovac, Toma, Sally Chambers, and Erzsé- bet Tóth-Czifra. 2020. Cultural Heritage Data from a Humanities Research Perspective: A DARIAH Position Paper. DARIAH's response to European Commission's evaluation and possible revision of the Commission Recommendation of 27 October 2011 on Digitisation and Online Accessibility of Cultural Material and Digital Preservation (REC 2011/711/EU). October. https://hal.science/hal-02961317.

  29. Umerle, Tomasz, Giovanni Colavizza, Elżbieta Herden, Rindert Jagersma, Péter Király, Beata Koper, Leo Lahti, et al. 2022. An Analysis of the Current Bibliographical Data Landscape in the Humanities. A Case for the Joint Bibliodata Agendas of Public Stakeholders. DARIAH-EU Bibliographical Data Working Group report. https://doi.org/10.5281/zenodo.6559857.

    DOI : 10.5281/zenodo.6559857
  30. Umerle, Tomasz, and Vojtěch Malínek. 2022. "Literarybibliography.eu -modelový příklad pro tvorbu mezinárodní oborové bibliografie." Česká literatura (Czech Literature) 70 (5): 579-595. https://doi.org/10. 51305/cl.2022.05.03.

    DOI : 10.51305/cl.2022.05.03
  31. Vega-Gorgojo, Guillermo. 2024. "LOD4Culture: Easy Exploration of Cultural Heritage Linked Open Data." Semantic Web 15 (5): 1563-1592. https://doi.org/10.3233/SW- 233358.

    DOI : 10.3233/sw-233358
  32. Vimr, Ondrej, and Cezary Rosiński. 2024. "Building a European Literary Bibliography. Challenges and Strategies in Integrating and Presenting Multilingual Data." Paper presented at DH Benelux 2024 (Leuven, Belgium, 4-7 June 2024). Zenodo. Version v1. https://doi.org / 10.5281/zenodo.11454445.

    DOI : 10.5281/zenodo.11454445
  33. Wilkinson, Mark D, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Ap- pleton, Myles Axton, Arie Baak, Niklas Blomberg, et al. 2016. "The FAIR Guiding Principles for Scientific Data Management and Stewardship." Scientific Data 3. https://doi.org/10.1038/sdata.2016.18.

    DOI : 10.1038/sdata.2016.18
  34. World Wide Web Consortium. 2014. RDF 1.1 Concepts and Abstract Syntax. Edited by Richard Cyganiak, David Wood, and Markus Lanthaler. W3C. Recommendation 25 February 2014. https://www.w3.org/TR/rdf11-concepts/.

    DOI : 10.1145/511503.511504
  35. World Wide Web Consortium. 2024. Data Catalog Vocabulary (DCAT). Edited by Riccardo Albertoni, David Browning, Simon JD Cox, Alejandra Gonzalez Beltran, Andrea Perego, and Peter Winstanley. W3C. Version 3. Recommendation 22 August 2024. https://www.w3.org/TR/vocab- dcat-3/.

    DOI : 10.1162/dint_a_00241
  36. World Wide Web Schema.org Community Group. 2024. Schema.org. Version 29.2. https://schema.org/.

    DOI : 10.1007/s11280-005-4263-5