Scientific Data · 2019 · 107 citations · 17 references
ManagementBioinformaticsData EthicsData ManagementScience PolicyCitation PracticesData ArchivingData CurationData ProvenanceRepository ManagementResearch Data ManagementData CitationData Citation PolicyData Publication WorkflowsData RepositoriesData Repository ManagementMachine-readable MetadataResearch Data RepositoriesScience Policy Implementation
This article presents a practical roadmap for scholarly data repositories to implement data citation in accordance with the Joint Declaration of Data Citation Principles, a synopsis and harmonization of the recommendations of major science policy bodies. The roadmap was developed by the Repositories Expert Group, as part of the Data Citation Implementation Pilot (DCIP) project, an initiative of FORCE11.org and the NIH-funded BioCADDIE ( https://biocaddie.org ) project. The roadmap makes 11 specific recommendations, grouped into three phases of implementation: a) required steps needed to support the Joint Declaration of Data Citation Principles, b) recommended steps that facilitate article/data publication workflows, and c) optional steps that further improve data citation support provided by data repositories. We describe the early adoption of these recommendations 18 months after they have first been published, looking specifically at implementations of machine-readable metadata on dataset landing pages.
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Enhancing reproducibility for computational methods
Victoria Stodden, Marcia McNutt, David H. Bailey et al. · Science · 2016 · 426 citations · Full text
Arfon M. Smith, Daniel S. Katz, Kyle E. Niemeyer · PeerJ Computer Science · 2016 · 269 citations · Full text
Achieving human and machine accessibility of cited data in scholarly publications
Joan Starr, Eleni Castro, Mercè Crosas et al. · PeerJ Computer Science · 2015 · 138 citations · Full text