Group |
Recommendation - Short description & Impact |
Recommendation details |
Adopters |
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Agrisemantics |
39 Hints to Facilitate the Use of Semantics for Data on Agriculture and Nutrition Promote the use of semantics for agricultural data for the purpose of enhancing data interoperability in agriculture. High-level recommendations, to encourage researchers and practitioners to extend them according to their area of expertise. |
Recommendations page: https://www.rd-alliance.org/group/agrisemantics-wg/outcomes/39-hints-facilitate-use-semantics-data-agriculture-and-nutrition |
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Sustainable Business Models for Brokering Middleware to support Research Interoperability Discusses the strengths and weakness of five classes of business models in the context of long-term sustainment of brokering middleware |
Recommendation page: https://www.rd-alliance.org/group/brokering-ig-brokering-governance-wg/outcomes/sustainable-business-models-brokering-middleware |
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Scalable Dynamic-data Citation Methodology Supports accurate citation of data subjected to change, for the efficient processing of data and linking from publications. |
Recommendation page: https://rd-alliance.org/group/data-citation-wg/outcomes/data-citation-recommendation.html |
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Data Description Registry Interoperability Model Provides researchers a mechanism to connect datasets in various data repositories based on various models such as co-authorship, joint funding, grants, etc. |
Recommendation page: https://www.rd-alliance.org/group/data-description-registry-interoperability-ddri-wg/outcomes/data-description-registry-interoperability |
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Basic Vocabulary of Foundational Terminology Query Tool Ensures researchersapply a common core data model when organising their data and thus making data accessible and re-usable |
Recommendation page: https://rd-alliance.org/group/data-foundation-and-terminology-wg/outcomes/data-foundation-and-terminology DOI: http://dx.doi.org/10.15497/06825049-8CA4-40BD-BCAF-DE9F0EA2FADF Term Definition Tool: http://smw-rda.esc.rzg.mpg.de/index.php/Main_Page |
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Data Type Model and Registry Ensures data producers classify their data sets in standard data types, allowing data users to automatically identify instruments to process and visualise the data |
Recommendation page: https://rd-alliance.org/group/data-type-registries-wg/outcomes/data-type-registries DOI: http://dx.doi.org/10.15497/A5BCD108-ECC4-41BE-91A7-20112FF77458 |
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DMP Common Standards |
RDA DMP Common Standard for Machine-actionable Data Management Plans The DMP Common Standards WG has developed an application profile that allows to express information from traditional DMPs in a machine-actionable way. It allows for automatic exchange, integration, and validation of information provided in DMPs. |
Recommendation page: https://www.rd-alliance.org/group/dmp-common-standards-wg/outcomes/rda-dmp-common-standard-machine-actionable-data-management |
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FAIR Data Maturity Model: specification and guidelines This document describes a maturity model for FAIR assessment with assessment indicators, priorities and evaluation methods. This is useful for the normalisation of assessment approaches to enable comparison of their results. |
Recommendation page: https://www.rd-alliance.org/group/fair-data-maturity-model-wg/outcomes/fair-data-maturity-model-specification-and-guidelines-0
DOI: 10.15497/RDA0050 |
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FAIR Sharing A registry of curated and interlinked records on standards (for identifying, reporting, and citing data and metadata), |
Recommendation page: https://rd-alliance.org/group/fairsharing-registry-connecting-data-policies-standards-databases-wg/outcomes/fairsharing |
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Metadata Standards Directory Enables discovery of metadata standards for documenting research data, regardless of academic discipline, and addresses issues related to coverage, ease of maintenance and sustainability. |
Recommendation page: https://rd-alliance.org/group/metadata-standards-directory-wg/outcomes/metadata-standards-directory-working-group-outcome |
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Persistent Identifier Type Registry Defines standard core PID information types to enable simplified verification of data identity and integrity |
Recommendation page: https://rd-alliance.org/group/pid-information-types-wg/outcomes/pid-information-types DOI: http://dx.doi.org/10.15497/FDAA09D5-5ED0-403D-B97A-2675E1EBE786 API docs: http://smw-rda.esc.rzg.mpg.de/apidocs/ |
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PID Kernel Information WG |
RDA Recommendation on PID Kernel Information A set of guiding principles, architectural considerations, use cases and a fundamental metadata schema to manage information in Persistent Identifier records for scalable middleware infrastructure and automated processes. |
Recommendation page: Recommendation package DOI: 10.15497/rda00031 |
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Machine Actionable Policy Templates Can be used to enforce management, automate administrative tasks, validate assessment criteria, and automate scientific analyses |
Recommendation page: https://rd-alliance.org/group/practical-policy-wg/outcomes/practical-policy DOI: http://dx.doi.org/10.15497/83E1B3F9-7E17-484A-A466-B3E5775121CC |
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RDA/CODATA Summer Schools in Data Science and Cloud Computing in the Developing World |
A curriculum for foundational Research Data Science skills for Early Career Researchers This recommendation describes the curriculum and example materials to give Early Career Researchers (ECR’s) the foundational skills in Data Science to work with their data. This curriculum combines technical skills, such as Software Carpentry with responsible research practices such as Open and Responsible Research. |
Recommendation page: https://www.rd-alliance.org/group/rdacodata-summer-schools-data-science-and-cloud-computing-developing-world-wg/outcomes-0 |
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RDA/CODATA Summer Schools in Data Science and Cloud Computing in the Developing World |
Framework for Summer Schools in Data Science and Cloud Computing A framework to run a series of Summer Schools in Data Science and data sharing in low and middle income countries (LMICs). |
Recommendation page: https://www.rd-alliance.org/group/rdacodata-summer-schools-data-science-... CODATA RDA Research Data Science Summer School Teaching Materials: http://bit.ly/2c9xJkG |
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Bibliometric Indicators for Data Publishing Improvement in quality and frequency of data citations, resulting in an increase in availability, quality of data. |
Recommendation page: https://rd-alliance.org/group/rdawds-publishing-data-bibliometrics-wg/outcomes/rdawds-publishing-data-bibliometrics-wg |
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An open, Universal literature-data cross-linking service Improving visibility, discoverability, re-use and reproducibility by bringing existing article/data links together, normalize them using a common schema, and expose the full set as an open service |
Recommendation page: https://rd-alliance.org/group/rdawds-publishing-data-services-wg/outcomes/rdawds-publishing-data-services-wg-recommendations DOI: http://dx.doi.org/10.15497/RDA00002 DLI Service http://dliservice.research-infrastructures.eu/#/ Scholix http://www.scholix.org/ |
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Workflows for Research Data Publishing: Models and Key Components Assists research communities in understanding options for data publishing workflows and increases awareness of emerging standards and best practices. |
Recommendation page: https://rd-alliance.org/group/rdawds-publishing-data-workflows-wg/outcomes/rdawds-publishing-data-workflows-wg |
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Repository Audit and Certification Catalogues Creates harmonized Common Procedures for certification of repositories at the basic level, drawing from the procedures already put in place by the Data Seal of Approval (DSA) and the ICSU World Data System (ICSUWDS) |
Recommendation page: https://www.rd-alliance.org/group/repository-audit-and-certification-dsa-wds-partnership-wg/outcomes/dsa-wds-partnership |
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Research Data Collections |
Recommendation on Research Data Collections Provides a comprehensive model for actionable collections and a technical interface specification to enable client-server interaction for research data collections |
Recommendation page: https://rd-alliance.org/group/research-data-collections-wg/outcomes/rda-... |
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Research Data Repository Interoperability WG |
Research Data Repository Interoperability WG Final Recommendations Provides recommendations with respect to an interoperable packaging and exchange format for digital content. Once implemented, compliant packages can be used to migrate or replicate digital content between research data repository platforms or for preservation purposes. |
Recommendation page: https://www.rd-alliance.org/group/research-data-repository-interoperabil... |
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Wheat Data Interoperability Guidelines, Ontologies and User Cases Helps researchers create, manage and exchange wheat data. |
Recommendation page: https://rd-alliance.org/group/agriculture-data-ig-igad/outcomes/wheat-data-interoperability-wg.html DOI: http://dx.doi.org/10.15497/RDA00018 Wheat data guidelines http://ist.blogs.inra.fr/wdi/ Wheat data vocabularies portal http://agroportal.lirmm.fr/ontologies?filter=WHEAT |