A practical guide to FAIR data management in the age of multi-OMICS and AI by Douaa Mugahid, Jared Lyon, Charlie Demurjian, Nathan Eolin, Charlie Whittaker, Mark Godek, Douglas Lauffenburger, Sarah Fortune, Stuart Levine

Subjects: “…FAIR data…”
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Communication Availability-Based Scheduling for Fair Data Collection with Path-Constrained Mobile Sink in Wireless Sensor Networks by Youngtae Jo

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LattesData e a adoção aos Princípios FAIR: uma análise usando a F-UJI Automated FAIR Data Assessment Tool by Adriane Groehs, Crislaine Zurilda Silveira, Elaine Maria de Lima, Eliane Dittrich, Igor Yure Ramos Matos, Divino Ignacio Ribeiro Junior

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Fair and Tender Data. The FAIRness of Four Databases With Historical Individual Life Course Data Tested by Lex Heerma van Voss

Subjects: “…FAIR data…”
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Researchers and Research Data: Improving and Incentivising Sharing and Archiving by Minna Ventsel, Beth Montague-Hellen

“…This article uses observations and metrics from data sharing and research integrity related activities, undertaken by a Research Integrity and Data Specialist at the Francis Crick Institute, to discuss potential reasons behind a slow uptake of FAIR data practices. We then suggest solutions undertaken at the Francis Crick institute which can be followed by institutes and universities to improve the integrity of research from a data perspective. …”
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The Standardized Data Management Plan for Educational Research by Sebastian Netscher, Harald Kaluza, Reiner Mauer, Kati Mozygemba, Karsten Stephan

“…The Stamp is designed to assist researchers in managing their data, appropriately, and to ensure shareable data according to the FAIR Data Principles. Due to its flexible structure, its checklist and auxiliary materials, the Stamp tackles most of the challenges of conventional DMP templates. …”
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Ad Hoc Data Foraging in a Life Sciences Community Ecosystem Using SoDa by Kallol Naha, Hasan M. Jamil

“…The advocation of the FAIR data principle to improve searching, finding, accessing, and inter-operating among these diverse information sources in order to increase usability is proving to be a difficult proposition and consequently, a large number of data sources are not FAIR-compliant. …”
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Construire un outil d’association de données à l’heure de l’open data : La Fabrique Numérique du Passé (FNP) by Laurent Costa

“…La Fabrique Numérique du Passé (FNP), an open data platform for geohistorical data, has set itself the goal of developing accessible tools for the sciences of heritage and the past to capitalise on and make available data, in accordance with the principles of open data and fair data. FNP is aimed at research players, enabling them to get involved in a simple process of opening up data as part of the wider open science movement (ouvrirlascience.fr). …”
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INSPIRE Datahub: A Pan-African Integrated Suite of Services For Harmonising Longitudinal Population Health Data Using OHDSI Tools. by Bhattacharjee, Tathagata, Kiwuwa-Muyingo, Sylvia, Kanjala, Chifundo, Maoyi, Molulaqhooa L., Amadi, David, Ochola, Michael, Kadengye, Damazo, Gregory, Arofan, Kiragga, Agnes, Amelia, Taylor, Greenfield, Jay, Slaymaker, Emma, Todd, Jim, INSPIRE Network8

“…Leveraging OHDSI tools, the datahub performs quality assessment and analysis of the transformed data. It ensures FAIR data by establishing metadata flows, capturing provenance throughout the ETL processes, and providing accessible metadata for potential users. …”
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Linking Research Data with Physically Preserved Research Materials in Chemistry by Chia-Lin Lin, Pei-Chi Huang, Simone Gräßle, Christoph Grathwol, Pierre Tremouilhac, Sylvia Vanderheiden, Patrick Hodapp, Sonja Herres-Pawlis, Alexander Hoffmann, Fabian Fink, Georg Manolikakes, Till Opatz, Andreas Link, M. Manuel B. Marques, Lena J. Daumann, Manuel Tsotsalas, Frank Biedermann, Hatice Mutlu, Eric Täuscher, Felix Bach, Tim Drees, Steffen Neumann, Shashank S. Harivyasi, Nicole Jung, Stefan Bräse

“…Nevertheless, in order to make chemistry a sustainable discipline, obtaining FAIR data is insufficient and a comprehensive concept that includes preservation of materials is needed. …”
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Refining Established Practices for Research Question Definition to Foster Interdisciplinary Research Skills in a Digital Age: Consensus Study With Nominal Group Technique by Jana Sedlakova, Mina Stanikić, Felix Gille, Jürgen Bernard, Andrea B Horn, Markus Wolf, Christina Haag, Joel Floris, Gabriela Morgenshtern, Gerold Schneider, Aleksandra Zumbrunn Wojczyńska, Corine Mouton Dorey, Dominik Alois Ettlin, Daniel Gero, Thomas Friemel, Ziyuan Lu, Kimon Papadopoulos, Sonja Schläpfer, Ning Wang, Viktor von Wyl

“…We propose 3 clusters of contextual and methodological adaptations to this workflow to better integrate data science practices: (1) acknowledging real-life constraints and limitations in research scope; (2) allowing more iterative, data-driven approaches to research question formulation; and (3) strengthening research quality through reproducibility principles and adherence to the findable, accessible, interoperable, and reusable (FAIR) data principles. ConclusionsResearch question formulation remains a relevant and useful research step in projects using digital data. …”
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