Category Archives: Data Science Journal

Posts relating to the data science journal

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

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

 

February 2025: Publications in the Data Science Journal

Title: The Gridded Geomagnetic Field of India with MATLAB GUI
Author: Jayashree Bulusu, Rohit Kumar Jha, Amrita Yadav, S. P. Anand, Gopi K. Seemala, Prasant K. Tiwari, A. P. Dimri
URL: http://doi.org/10.5334/dsj-2025-010
Title: Data Sovereignty and Open Sharing: Reconceiving Benefit-Sharing and Governance of Digital Sequence Information
Author: Masanori Arita
URL: http://doi.org/10.5334/dsj-2025-009
Title: GDMD: A Disaster Data Hub Fabric the Open Data Network for Disaster Risk Reduction
Author: Juanle Wang, Kun Bu, Xiaodong Min, Qiuyuan Wang, Yuelei Yuan, Feiran Sun
URL: http://doi.org/10.5334/dsj-2025-008
Title: AMIDER: A Multidisciplinary Research Database and Its Application to Promote Open Science
Author: Masayoshi Kozai, Yoshimasa Tanaka, Shuji Abe, Yasuyuki Minamiyama, Atsuki Shinbori, Akira Kadokura
URL: http://doi.org/10.5334/dsj-2025-007

January 2025: Publications in the Data Science Journal

Title: Lack of Smoking Prevalence Data for Indigenous Peoples Worldwide Contributes to Epidemiological Invisibility
Author: Marewa Glover
URL: http://doi.org/10.5334/dsj-2025-006
Title: Collaborative Effort Towards a FAIR and OPEN Indo-Pacific Pollen Database (IPPD)
Author: Annika V. Herbert, Simon G. Haberle, Henry Munack, Alexandru T. Codilean
URL: http://doi.org/10.5334/dsj-2025-005
Title: Ethics Underpinning Data Policy in Crisis Situations
Author: Perihan Elif Ekmekci, Lili Zhang, Francis P. Crawley
URL: http://doi.org/10.5334/dsj-2025-004
Title: NASSDA as a Data-Collaborative Network to Enhance Social Science Research in East Asia
Author: Pei-Shan Liao, Shuai Wang, Hiroshi Ishida, Hearan Koo, Won-ho Park
URL: http://doi.org/10.5334/dsj-2025-003
Title: From Bench to Brain: A Metadata-driven Approach to Research Data Management in a Collaborative Neuroscientific Research Center
Author: Marlene Pacharra, Tobias Otto, Nina Olivia Caroline Winter
URL: http://doi.org/10.5334/dsj-2025-002
Title: A Collaborative Data Network for the Asia Oceania Region Enabled by Emerging Technologies to Foster Innovation in a Secure and Open Environment
Author: Alison Specht, Kim Bryceson, Shoufeng Cao, Margaret O’Brien, S. M. Guru, Pedro Pizzigatti Correa, Michelle Waycott
URL: http://doi.org/10.5334/dsj-2025-001

 

December 2024: Publications in the Data Science Journal

Title: The Dataset Finder: A Tool Utilizing Data Management Plans as a Key to Data Discoverability
Author: Soo-Yon Kim, Steffen Hillemacher, Max Kocher, Bernhard Rumpe, Sandra Geisler
URL: http://doi.org/10.5334/dsj-2024-058
Title: Semantic Schema Extraction in NoSQL Databases using BERT Embeddings
Author: Saad Belefqih, Ahmed Zellou, Mouna Berquedich
URL: http://doi.org/10.5334/dsj-2024-057
Title: Global Open Research Commons: Creating an International Model for Improved Interoperability and Collaboration
Author: Andrew Treloar, Charles Joseph Woodford
URL: http://doi.org/10.5334/dsj-2024-056
Title: FAIRness Along the Machine Learning Lifecycle Using Dataverse in Combination with MLflow
Author: Lincoln Sherpa, Valentin Khaydarov, Ralph Müller-Pfefferkorn
URL: http://doi.org/10.5334/dsj-2024-055