Category Archives: Data Science Journal

Posts relating to the data science journal

March 2026: Publications in the Data Science Journal

	Title: Publishing Fine-grained Standardized Metadata – Lessons Learned from Three Research Data Centers Author: Knut Wenzig, Andreas Daniel, Dominique Hansen, Tobias Koberg, Mihaela Tudose URL: http://doi.org/10.5334/dsj-2026-013
	Title: Building Responsible and Sustainable Open Data Literacy Skills for Early Career Researchers: A Decade of the SoRDS Programme Author: Shaily Gandhi, Steve Diggs, Marcela Alfaro Córdoba, Louise Bezuidenhout, Raphael Cobe, Sara El Jadid, Bianca Peterson, Robert Quick, Hugh Shanahan, Shanmugasundaram Venkataraman, Ekpe Okorafor, Veerle Van den Eynden URL: http://doi.org/10.5334/dsj-2026-012
	Title: Correction: Essential Aspects of Tools for Developing Scientific Data Management Plans Author: Fabiano Couto Corrêa Silva, Sandra de Albuquerque Siebra, Laura Vilela Rodrigues Rezende, Alexandre Faria de Oliveira, Denise Oliveira de Araújo URL: http://doi.org/10.5334/dsj-2026-011
	Title: Aligning NASA Earth Science Data Stewardship with FAIR Principles: Outcomes, Recommendations, and Future Directions Author: Ge Peng, Hampapuram K. Ramapriyan, Yaxing Wei, Bhaskar Ramachandran, Gao Chen, Zhong Liu, David F. Moroni, Edward M. Armstrong, Rudiger Gens URL: http://doi.org/10.5334/dsj-2026-010
	Title: Things Fall Apart: Lessons from a Defunded Data Repository Author: Alex de Sherbinin URL: http://doi.org/10.5334/dsj-2026-009

 

February 2026: Publications in the Data Science Journal

	Title: FIP Check: A Rubric-Based Tool for Assessing FAIR Implementation Profiles and Enabling Resources Author: Sungha Kang, John Graybeal, Barbara Magagna, Erik Schultes, Nancy Hoebelheinrich, Chris Erdmann, Ismael Kherroubi Garcia, Julianne Christopher, Christine R. Kirkpatrick URL: http://doi.org/10.5334/dsj-2026-008
	Title: Development of Technology Convergence Assessment Framework for Poly crisis Author: Rania Elsayed Ibrahim, Tshiamo Motshegwa, Abdelaziz Elfadaly, Alaa A. Elbiomy, Mai Ramadan Ibraheem URL: http://doi.org/10.5334/dsj-2026-007
	Title: Bridging the Data Discovery Gap: User-Centric Recommendations for Research Data Repositories Author: Mingfang Wu, Felicitas Löffler, Brigitte Mathiak, Fotis Psomopoulos, Uwe Schindler, Amir Aryani, Jordi Bodera Sempere, Antica Culina, Andreas Czerniak, Chris Erdmann, Kathleen Gregory, Nick Juty, Allyson Lister, Ying-Hsang Liu, Samantha Pearman-Kanza URL: http://doi.org/10.5334/dsj-2026-006
	Title: Essential Aspects of Tools for Developing Scientific Data Management Plans Author: Fabiano Couto Corrêa Silva, Sandra de Albuquerque Siebra, Laura Vilela Rodrigues Rezende, Alexandre Faria de Oliveira, Denise Oliveira de Araújo URL: http://doi.org/10.5334/dsj-2026-005
	Title: Data Management in a Community-Based Birth Cohort: What the SEMILLA Study Teaches Us Author: Nataly Cadena, Fadya Orozco, Stephanie Montenegro, Fabián Muñoz, Alexis J. Handal URL: http://doi.org/10.5334/dsj-2026-004
	Title: Implementing the FAIR and CARE Principles Simultaneously: Emerging Insights from IPBES Author:  Renske M. Gudde, Rainer M. Krug, Yanina V. Sica, Howard P. Nelson, Félicie Françoise, Manuela Gómez-Suárez, Aidin Niamir URL: http://doi.org/10.5334/dsj-2026-003

 

January 2026: Publications in the Data Science Journal

	Title: Author Once, Publish Everywhere: Portable Metadata Authoring with the CEDAR Embeddable Editor Author: Martin J. O’Connor, Marcos Martínez-Romero, Attila L. Egyedi, Mete U. Akdogan, Michael V. Dorf, Mark A. Musen URL: http://doi.org/10.5334/dsj-2026-002
	Title: Integrating Machine Learning Standards in Disseminating Machine Learning Research Author: Scott C. Edmunds, Nicole Nogoy, Qing Lan, Hongfang Zhang, Yannan Fan, Hongling Zhou, Chris Armit URL: http://doi.org/10.5334/dsj-2026-001

 

December 2025: Publications in the Data Science Journal

	Title: Mapping Research Data at the University of Bologna Author: Chiara Basalti, Giulia Caldoni, Sara Coppini, Bianca Gualandi, Mario Marino, Francesca Masini, Silvio Peroni URL: http://doi.org/10.5334/dsj-2025-038
	Title: Benchmarking Tabular Data Synthesis: Evaluating Tools, Metrics, and Datasets on Prosumer Hardware for End-Users Author: Maria Fernanda Davila Restrepo, Benjamin Wollmer, Fabian Panse, Wolfram Wingerath URL: http://doi.org/10.5334/dsj-2025-037
	Title: Research Data Management Practices Across the Research Data Lifecycle and Their Potential for Collaboration in an International Higher Education Alliance Author: Sonja N. Kralj, Matthias Landwehr URL: http://doi.org/10.5334/dsj-2025-036
	Title: Data Organization Made Easy: Comprehensive Folder Structure Template for Early Career Life/Natural Science Researchers Author: Yasmin Demerdash, Ron Dockhorn, Jeanne Wilbrandt URL: http://doi.org/10.5334/dsj-2025-035
	Title: A Closer Look at Seabird and Marine Mammal Bycatch Data in Alaska’s Longline Groundfish and Pacific Halibut Fisheries: A Reassessment with Open Access and Machine Learning Ensembles Explicit in Space and Time Shows Deficiencies Author: Simone Tava, Falk Huettmann URL: http://doi.org/10.5334/dsj-2025-034

November 2025: Publications in the Data Science Journal

	Title: Digital Transformation in Materials Science: A User Journey of Nanoindentation, Image Analysis and Simulations Author: Hanna Tsybenko, Sarath Menon, Fei Chen, Abril Azocar Guzman, Katharina Grünwald, Steffen Brinckmann, Tilmann Hickel, Tim Dahmen, Volker Hofmann, Stefan Sandfeld, Ruth Schwaiger URL: http://doi.org/10.5334/dsj-2025-033
	Title: How the DS-I Africa Consortium Is Harnessing the Power of Partnerships for Data Science in Africa Author: Francis E. Agamah, Amit Mistry, Tino Muzambi, Gifty Dankyi, Laura Povlich, Michelle Skelton URL: http://doi.org/10.5334/dsj-2025-032
	Title: Evaluation of FAIR Principles in Indigenous Water-Climate-Environment (WCE) Data Repositories Author: Parisa Sarzaeim, Grace Bulltail URL: http://doi.org/10.5334/dsj-2025-031

October 2025: Publications in the Data Science Journal

	Title: Information Needs and Data Harmonization—Two Sides of the Same Coin? Author: A. J. Million, Jenny Bossaller, Sanja Gidakovic URL: http://doi.org/10.5334/dsj-2025-030
	Title: Financing Models for Sustainable Data Reuse Infrastructure Author: Rob W. W. Hooft, Marco Roos URL: http://doi.org/10.5334/dsj-2025-029

September 2025: Publications in the Data Science Journal

	Title: Enhancing Multiscale Simulation Data Management with Domain Ontologies and an ELN: Addressing Challenges and Implementing Strategies Author: Hafiz Muhammad Noman, Michael Selzer URL: http://doi.org/10.5334/dsj-2025-028
	Title: Robust Machine Learning Algorithmic Rules for Detecting Air Pollution in the Lower Parts of the Atmosphere Author: Kassim Mwitondi, Hugo Wai Leung Mak URL: http://doi.org/10.5334/dsj-2025-027
	Title: Automating Inconsistency Discover and Historical Investigation of External Influences on Livestock Population Data Author: Ian McKechnie, Kassy Raymond, Deborah Stacey, Theresa Bernardo URL: http://doi.org/10.5334/dsj-2025-026
	Title: Machine-Actionability and Evolvability in Data Stewardship Planning: Framework, Implementation, and Case Study Author: Vojtěch Knaisl, Robert Pergl URL: http://doi.org/10.5334/dsj-2025-025
	Title: Establishing a Data Culture Using Frameworks to Navigate the Waves of Marine Data Author: Sarah Flynn, Tara Keena, Yvonne Bogan, Laura Brophy, David Currie, Adam Leadbetter, Martina Maloney, Keith Manson, Colin Melville, Eoin O’Grady, Rob Thomas, Brendan Whittle, Andrew Conway URL: http://doi.org/10.5334/dsj-2025-024
	Title: Automating Ontology Mapping in IT Service Management: A DOLCE and ITSMO Integration Author: Andrey Khalov, Olga Ataeva URL: http://doi.org/10.5334/dsj-2025-023

 

August 2025: Publications in the Data Science Journal

	Title: A Comparative Analysis of Modeling Approaches for the Association of FAIR Digital Objects Operations Author: Nicolas Blumenröhr, Jana Böhm, Philipp Ost, Marco Kulüke, Peter Wittenburg, Christophe Blanchi, Sven Bingert, Ulrich Schwardmann URL: http://doi.org/10.5334/dsj-2025-022
	Title: Evaluating COVID-19 Information and Risk-Averse Behaviours: Insights from Conjoint and Clustering Analyses in the UK, Japan, and Taiwan Author: Naoko Kato-Nitta, Yusuke Inagaki, Tadahiko Maeda URL: http://doi.org/10.5334/dsj-2025-021

May 2025: Publications in the Data Science Journal

	Title: Research Data Management in Environmental Studies: Scoping Review and Bibliometrics Analysis Author: Rosini, Mudiyati Rahmatunnisa, Sunardi, Ida Fajar Priyanto URL: http://doi.org/10.5334/dsj-2025-020
	Title: Incorporating Open Data Philosophies into the Academic Sector Author: Pål Gunnar Ellingsen URL: http://doi.org/10.5334/dsj-2025-019
	Title: Maturity Model for Organizational Research Data Management Services Author: Yasuyuki Minamiyama, Ui Ikeuchi, Kosuke Tanabe, Kenji Yuki, Kazuhiro Hayashi, Takaaki Aoki URL: http://doi.org/10.5334/dsj-2025-018
	Title: Obstacles to Dataset Citation Using Bibliographic Management Software Author: Kristina Vrouwenvelder, Natalie H. Raia, Andrea K. Thomer URL: http://doi.org/10.5334/dsj-2025-017
	Title: Automated Semantic Annotation of Data Management Plans: A Systematic Review Author: Jana Martínková, Marek Suchánek, Petr Kroha URL: http://doi.org/10.5334/dsj-2025-016
	Title: Recommendations on Open Science Rewards and Incentives: Guidance for Multiple Stakeholders in Research Author: Laurence Mabile, Hanna Shmagun, Christopher Erdmann, Anne Cambon-Thomsen, Mogens Thomsen, Florencia Grattarola URL: http://doi.org/10.5334/dsj-2025-015

 

April 2025: Publications in the Data Science Journal

	Title: A 3D Stock Heatmap for Virtual Reality Author: Shan Kulla URL: http://doi.org/10.5334/dsj-2025-014
	Title: A Lightweight File System Based Approach to Getting Data Ready for Data Management Solutions Author: Albert K. Engstfeld, Johannes M. Hermann, Nicolas G. Hörmann, Julian Rüth URL: http://doi.org/10.5334/dsj-2025-013
	Title: Research Data Governance. The Need for a System of Cross-organisational Responsibility for the Researcher’s Data Domain Author: Carolin Odebrecht URL: http://doi.org/10.5334/dsj-2025-012
	Title: Sustainable North-South Africa Collaboration for Disaster and Crisis Management: A Strategic Capacity Development Framework using Open Science, Artificial Intelligence and Geoinformatics Author: Rania Elsayed Ibrahim, Tshiamo Motshegwa, Djillali Benouar, Mohamed Khodja, Hamed Ead, Lili Zhang, Francais Crawley, Nokuthula P. Mchunu, Sepo Hachigonta, Simon Hodson, Vanessa Mcbride, Teketel Yohannes URL: http://doi.org/10.5334/dsj-2025-011