Category Archives: Data Science Journal

Posts relating to the data science journal

February 2024: Publications in the Data Science Journal

Title: Strategies in the Quality Assurance of Geomagnetic Observation Data in China
Author: Suqin Zhang, Changhua Fu, Xudong Zhao, Xiuxia Zhang, Yufei He, Qi Li, Jun Chen, Jianjun Wang, Qian Zhao
URL: http://doi.org/10.5334/dsj-2024-009
Title: Social Media Impact on the ‘Cosmos’ Blockchain Ecosystem: State and Prospect
Author: Ivan Pavlyshyn, Anna Petrenko, Bohdan Opryshko, Bohdan Oliinyk, Sergii Kavun
URL: http://doi.org/10.5334/dsj-2024-008
Title: Stamp—Standardized Data Management Plan for Educational Research: A Blueprint to Improve Data Management across Discipline
Author: Sebastian Netscher, Elke C. Bongartz, Anna K. Schwickerath, Dominik Braun, Karsten Stephan, Reiner Mauer
URL: http://doi.org/10.5334/dsj-2024-007

January 2024: Publications in the Data Science Journal

Title:  Cloud-Based Machine Learning Service for Astronomical Sub-Object Classification: Case Study On the First Byurakan Survey Spectra
Author: Hrachya Astsatryan, Stepan Babayan, Areg Mickaelian, Gor Mikayelyan, Martin Astsatryan
URL: http://doi.org/10.5334/dsj-2024-006
Title: Data Management in Distributed, Federated Research Infrastructures: The Case of EPOS
Author: Daniele Bailo, Rossana Paciello, Jan Michalek, Daniela Mercurio, Agata Sangianantoni, Kauzar Saleh Contell, Otto Lange, Giovanna Maracchia, Kuvvet Atakan, Keith G. Jeffery, Carmela Freda
URL: http://doi.org/10.5334/dsj-2024-005
Title: A Framework for Active DMPs in Photon and Neutron Science Large-Scale Facilities
Author: Heike Görzig, Alejandra N. Gonzalez Beltran, Felix Engel, Brian Matthews
URL: http://doi.org/10.5334/dsj-2024-004
Title: Data Sharing and Use in Cybersecurity Research
Author: Inna Kouper, Stacy Stone
URL: http://doi.org/10.5334/dsj-2024-003
Title: Enhancing the FAIRness of Arctic Research Data Through Semantic Annotation
Author: Steven S. Chong, Mark Schildhauer, Margaret O’Brien, Bryce Mecum, Matthew B. Jones
URL: http://doi.org/10.5334/dsj-2024-002
Title: Bridging the Gap: Enhancing Prominence and Provenance of NASA Datasets in Research Publications
Author: Irina Gerasimov, Andrey Savtchenko, Jerome Alfred, James Acker, Jennifer Wei, KC Binita
URL: http://doi.org/10.5334/dsj-2024-001

November 2023: Publications in the Data Science Journal

Title: Using OpenBIS as Virtual Research Environment: An ELN-LIMS Open-Source Database Tool as a Framework within the CRC 1411 Design of Particulate Products
Author:Fabian Plass, Silvan Englisch, Benjamin Apeleo Zubiri, Lukas Pflug, Erdmann Spiecker, Michael Stingl
URL: http://doi.org/10.5334/dsj-2023-044
Title: The Need for Data Policy in Times of Crisis An IDPC CODATA Report Following a Scientific Workshop Held on 22 October 2022 in Leiden, The Netherlands
Author: Burcak Basbug Erkan, Francis P. Crawley, Virginia Murray
URL: http://doi.org/10.5334/dsj-2023-043
Title: A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression
Author:Yannick Gerstorfer, Max Hahn-Klimroth, Lena Krieg
URL: http://doi.org/10.5334/dsj-2023-042

October 2023: Publications in the Data Science Journal

Title: Data Science in a Pandemic
Author: Dennis F. X. Mathaisel
URL: http://doi.org/10.5334/dsj-2023-041
Title: Ontology-Driven Semantic Enrichment Framework for Open Data Value Creation
Author: Oarabile Sebubi, Irina Zlotnikova, Hlomani Hlomani
URL: http://doi.org/10.5334/dsj-2023-040
Title: Implementation of a Federated Information System by Means of Reuse of Research Data Archived in Research Data Repositories
Author:Sylvia Melzer, Stefan Thiemann, Simon Schiff, Ralf Möller
URL: http://doi.org/10.5334/dsj-2023-039
Title: The Value of a Data and Digital Object Management Plan (D(DO)MP) in Fostering Sharing Practices in a Multidisciplinary Multinational Project
Author: Alison Specht, Margaret O’Brien, Rorie Edmunds, Pedro Corrêa, Romain David, Laurence Mabile, Jeaneth Machicao, Yasuhiro Murayama, Shelley Stall
URL: http://doi.org/10.5334/dsj-2023-038
Title: ENEA PAES: A Web Platform for Supporting Italian Municipalities in Sustainable Energy Action Plan
Author: Fabio Cignini, Enrico Cosimi, Vittoria Cozza, Flavio Fontana, Maurizio Matera, Giangiacomo Ponzo, Maria Salvato, Veronica Tomassetti
URL: http://doi.org/10.5334/dsj-2023-037

September 2023: Publications in the Data Science Journal

Title: RDM+PM Checklist: Towards a Measure of Your Institution’s Preparedness for the Effective Planning of Research Data Management
Author: Matthew I. Bellgard, Ryan Bennett, Yvette Wyborn, Chris Williams, Leonie Barner, Nikolajs Zeps
URL: http://doi.org/10.5334/dsj-2023-036
Title: Umbrella Data Management Plans to Integrate FAIR Data: Lessons From the ISIDORe and BY-COVID Consortia for Pandemic Preparedness
Author: Romain David, Audrey S. Richard, Claire Connellan, Katharina B. Lauer, Maria Luisa Chiusano, Carole Goble, Martin Houde, Isabel Kemmer, Antje Keppler, Philippe Lieutaud, Christian Ohmann, Maria Panagiotopoulou, Sara Raza Khan, Arina Rybina, Stian Soiland-Reyes, Charlotte Wit, Rudolf Wittner, Rafael Andrade Buono, Sarah Arnaud Marsh, Pauline Audergon, Dylan Bonfils, Jose-Maria Carazo, Remi Charrel, Frederik Coppens, Wolfgang Fecke, Claudia Filippone, Eva Garcia Alvarez, Sheraz Gul, Henning Hermjakob, Katja Herzog, Petr Holub, Lukasz Kozera, Allyson L. Lister, José López-Coronado, Bénédicte Madon, Kurt Majcen, William Martin. Wolfgang Müller, Elli Papadopoulou, Christine M.A. Prat, Paolo Romano, Susanna-Assunta Sansone, Gary Saunders, Niklas Blomberg, Jonathan Ewbank
URL: http://doi.org/10.5334/dsj-2023-035
Title:Data Management for PalMod-II – A FAIR-Based Strategy for Data Handling in Large Climate Modeling Projects
Author: Swati Gehlot, Karsten Peters-von Gehlen, Andrea Lammert, Hannes Thiemann
URL: http://doi.org/10.5334/dsj-2023-034
Title: Development of a Job Advertisement Analysis for Assessing Data Science Competencies
Author: Jan Vogt, Thilo Voigt, Annika Nowak, Jan M. Pawlowski
URL: http://doi.org/10.5334/dsj-2023-033
Title: Engaging with Researchers and Raising Awareness of FAIR and Open Science through the FAIR+ Implementation Survey Tool (FAIRIST)
Author: Christine R. Kirkpatrick, Kevin Coakley, Julianne Christopher, Inês Dutra
URL: http://doi.org/10.5334/dsj-2023-032

August 2023: Publications in the Data Science Journal

Title: Enhancing Privacy-Preserving Intrusion Detection in Blockchain-Based Networks with Deep Learning
Author:Junzhou Li, Qianhui Sun, Feixian Sun
URL: http://doi.org/10.5334/dsj-2023-031
Title: Data Management Plans for the Photon and Neutron Communities
Author: Marjolaine Bodin, Fredrik Bolmsten, Petra Aulin, Teodor Ivănoaica, Alessandro Olivo, Janusz Malka, Krzysztof Wrona, Andy Götz
URL: http://doi.org/10.5334/dsj-2023-030
Title: Making Data Management Plans Machine Actionable: Templates and Tools
Author: Joakim Philipson, Adil Hasan, Hanne Moa
URL: http://doi.org/10.5334/dsj-2023-029
Title: Towards a Toolbox for Automated Assessment of Machine-Actionable Data Management Plans
Author:  Tomasz Miksa, Marek Suchánek, Jan Slifka, Vojtech Knaisl, Fajar J. Ekaputra, Filip Kovacevic, Annisa Maulida Ningtyas, Alaa El-Ebshihy, Robert Pergl
URL: http://doi.org/10.5334/dsj-2023-028
Title: Data Management Plan Implementation, Assessments, and Evaluations: Implications and Recommendations
Author: Bradley Wade Bishop, Peter Neish, Ji Hyun Kim, Raphaëlle Bats, A. J. Million, Jake Carlson, Heather Moulaison-Sandy, Minh T. Pham
URL: http://doi.org/10.5334/dsj-2023-027
Title: A Programmatic and Scalable Approach to making Data Management Machine-Actionable
Author: Maria Praetzellis, Matthew Buys, Xiaoli Chen, John Chodacki, Neil Davies, Kristian Garza, Catherine Nancarrow, Brian Riley, Erin Robinson
URL: http://doi.org/10.5334/dsj-2023-026
Title: Benefits and Challenges: Data Management Plans in Two Collaborative Projects
Author: Denise Jäckel, Anna Lehmann
URL: http://doi.org/10.5334/dsj-2023-025
Title: Implementing Informatics Tools with Data Management Plans for Disease Area Research
Author:  Vivek Navale, Matthew McAuliffe
URL: http://doi.org/10.5334/dsj-2023.-024

July 2023: Publications in the Data Science Journal

Title: A Study on the Application of Data Mining Techniques in the Management of Sustainable Education for Employment
Author: Fang Fang
URL: http://doi.org/10.5334/dsj-2023-023
Title: Assessment of Personal Values for Data-Driven Human Resource Management
Author: Takuma Kimura
URL: http://doi.org/10.5334/dsj-2023-022
Title: KadiStudio use-case workflow: Automation of data-processing for in situ micropillar compression tests
Author: Rihab Al-Salman, Camila Aguiar Teixeira, Philipp Zschumme, Subin Lee, Lars Griem, Jasmin Aghassi-Hagmann, Christoph Kirchlechner, Michael Selzer
URL: http://doi.org/10.5334/dsj-2023-021
Title:  Harvestable Metadata Services Development: Analysis of Use Cases from the World Data System
Author: Robert R. Downs, Alicia Urquidi Díaz, Qi Xu, Juanle Wang, Aude Chambodot, Chuang Liu, Simon Flower, Karen Payne
URL: http://doi.org/10.5334/dsj-2023-020

June 2023: Publications in the Data Science Journal

Title: 20 Years of Data Science: An Editorial
Author: Mark A. Parsons, Matthew Mayernik
URL: http://doi.org/10.5334/dsj-2023-019
Title: Polar Data Forum IV – An Ocean of Opportunities
Author: Annemie Rose Janssen, Philippa Bricher, Karen Payne, Renuka Badhe, Nicole Biebow, Taco de Bruin, Ruth Duerr, Pjotr Elshout, Allison Gaylord, Øystein Godøy, Patrick Gorringe, Damien Guihen, Johnathan Kool, Jan Rene Larsen, Joseph Nolan
URL: http://doi.org/10.5334/dsj-2023-018
Title: Supporting FAIR Data Management Planning Across Different Disciplines at the University of Sheffield
Author: Jenni Adams, Bev Jones, Helen Foster
URL: http://doi.org/10.5334/dsj-2023-017
Title: Data Science as an Interdiscipline: Historical Parallels from Information Science
Author: Matthew S. Mayernik
URL: http://doi.org/10.5334/dsj-2023-016
Title: Legal Regulation of State Electronic Services: Relevant Issues and Ways of Improvement
Author: Akzhan G. Duisenkul, Dzhamilya A. Ospanova, Gaziz D. Taigamitov, Saule M. Madykhan
URL: http://doi.org/10.5334/dsj-2023-015
Title: Two Journals and a Pandemic: Reflections on Being a Data Science Editor-in-Chief
Author: Sarah Callaghan
URL: http://doi.org/10.5334/dsj-2023-014
Title: Thoughts on Starting the CODATA Data Science Journal
Author: John Rumble
URL: http://doi.org/10.5334/dsj-2023-013
Title: A Resource for Guiding Data Stewards to Make European Rare Disease Patient Registries FAIR
Author: Philip van Damme, Pablo Alarcón Moreno, César H. Bernabé, Alberto Cámara Ballesteros, Clémence M. A. Le Cornec, Bruna Dos Santos Vieira, K. Joeri van der Velde, Shuxin Zhang, Claudio Carta, Ronald Cornet, Peter A.C. ’t Hoen, Annika Jacobsen, Morris A. Swertz, Marco Roos, Nirupama Benis
URL: http://doi.org/10.5334/dsj-2023-012
Title: The Launch of the Data Science Journal in 2002
Author: Francis J. Smith
URL: http://doi.org/10.5334/dsj-2023-011

April 2023: Publications in the Data Science Journal

Title: How and Why Do Researchers Reference Data? A Study of Rhetorical Features and Functions of Data References in Academic Articles
Author: Sara Lafia, Andrea Thomer, Elizabeth Moss, David Bleckley, Libby Hemphill
URL: http://doi.org/10.5334/dsj-2023-010
Title: Improving NASA’s Earth Satellite and Model Data Discoverability for Interdisciplinary Research, Applications, and Education
Author: Zhong Liu, Chung-Lin Shie, Suhung Shen, James Acker, Angela Li, Jennifer C. Wei, David J. Meyer
URL: http://doi.org/10.5334/dsj-2023-009
Title: From Meaningful Data Science to Impactful Decisions: The Importance of Being Causally Prescriptive
Author: Victor S. Y. Lo, Dessislava A. Pachamanova
URL: http://doi.org/10.5334/dsj-2023-008
Title: Looking Back to the Future: A Glimpse at Twenty Years of Data Science
Author: Lili Zhang
URL: http://doi.org/10.5334/dsj-2023-007
Title: Attending to the Cultures of Data Science Work
Author: Lindsay Poirier
URL: http://doi.org/10.5334/dsj-2023-006

January 2023: Publications in the Data Science Journal

Title: Data Management Plans: Implications for Automated Analyses
Author:Ngoc-Minh Pham , Heather Moulaison-Sandy, Bradley Wade Bishop, Hannah Gunderman
URL: http://doi.org/10.5334/dsj-2023-002
Title: Making Drone Data FAIR Through a Community-Developed Information Framework
Author: Lindsay Barbieri, Jane Wyngaard, Sarah Swanz, Andrea K. Thomer
URL: http://doi.org/10.5334/dsj-2023-001