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Dictionary domainTrack C

Machine-actionable data management plans

RDA DMP Common Standard and the ecosystem of maDMP tools.

For implementers

Operational deployment checklist for Machine-actionable data management plans: prerequisites, five deploy steps, integration notes for Pure, Symplectic Elements, Worktribe, DSpace, and more, plus the pitfalls that recur in the field.

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Terms in this domain

31 terms

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Sensitive-data handling (in DMP)

The section of a DMP that documents the categories of sensitive data involved (personal, special category, commercially confidential, indigenous, security-restricted), the legal basis for processing, and the technical and organisational measures applied.

Machine-actionable data management plans (maDMP)· Data & methods
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Sharing commitment (in DMP)

A statement in a DMP specifying which datasets will be shared, to whom, on what licence, with what timing relative to project end, and through which infrastructure.

Machine-actionable data management plans (maDMP)· Data & methods
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Retention period (in DMP)

The minimum duration for which a specified dataset will be retained after project end, expressed as a calendar period and recorded as part of the DMP's preservation commitments.

Machine-actionable data management plans (maDMP)· Data & methods
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Preservation commitment (in DMP)

A statement in a DMP specifying which datasets will be preserved beyond project end, in which repository, for how long, and under what conditions.

Machine-actionable data management plans (maDMP)· Data & methods
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Cost element (in DMP)

A line item in a DMP describing a financial commitment associated with data management, such as repository deposit fees, long-term storage, data steward time, or anonymisation services.

Machine-actionable data management plans (maDMP)· Data & methods
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Output management plan (OMP)

A broader successor concept to the DMP that covers all categories of research output (data, software, samples, protocols, models, publications) within a single management plan.

Machine-actionable data management plans (maDMP)· Data & methods
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Software management plan (SMP)

A structured plan covering how research software will be developed, documented, licensed, tested, released, and maintained over a project's lifetime, increasingly required alongside or as an extension of a DMP.

Machine-actionable data management plans (maDMP)· Data & methods
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Data steward role (in DMP)

A named individual or role accountable for the day-to-day execution of a DMP's commitments, typically distinct from the principal investigator and reported in the DMP's contributor metadata.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP component

A discrete, reusable section of a DMP corresponding to a logical entity (project, dataset, contributor, host, cost, security_and_privacy) as modelled in the RDA DMP Common Standard.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP compliance check

An automated or rules-based verification that a DMP satisfies the structural and policy requirements of a specific funder, institution, or standard, typically returning a binary or itemised pass/fail outcome.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP assessment

The structured rating of a DMP against a published rubric to produce a comparable score across plans, used in funder evaluation, institutional benchmarking, and capacity-building.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP review

A formal or informal evaluation of a DMP by a peer, data steward, librarian, or funder reviewer against quality criteria such as completeness, plausibility, and policy alignment.

Machine-actionable data management plans (maDMP)· Data & methods
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Living DMP

A DMP that is versioned, citable, and intended to evolve over the life of the project, with each significant change captured as a new version of the plan.

Machine-actionable data management plans (maDMP)· Data & methods
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Static DMP

A DMP that is produced at a single point in time (typically grant submission) and not subsequently updated, regardless of whether the project's data realities evolve.

Machine-actionable data management plans (maDMP)· Data & methods
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Active DMP

A DMP that is actively maintained, updated, and queried during project execution, typically in machine-actionable form, in contrast to a one-off document filed at proposal stage.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP closeout phase

The final phase of the DMP lifecycle, at or after project end, when the plan is reconciled against actual outputs, preservation commitments are confirmed, and the DMP is archived as part of the project record.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP active phase

The phase of the DMP lifecycle during project execution, when the plan is iteratively updated as data are actually generated, processed, and deposited.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP creation phase

The phase of the DMP lifecycle covering initial drafting, typically at grant-proposal stage, when data types, volumes, and intended sharing arrangements are projected rather than known.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP lifecycle

The set of phases through which a Data Management Plan passes from initial drafting at proposal stage, through active project execution, to project closeout and post-project preservation.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP RDA-JSON-LD

A JSON-LD context and ontology rendering of the RDA DMP Common Standard, enabling DMP graphs to be expressed as linked data and merged with other research-information graphs.

Machine-actionable data management plans (maDMP)· Data & methods
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ezDMP

A funder-focused DMP creation service that guides researchers through funder-specific (originally US NSF directorates') requirements and produces both narrative and structured outputs.

Machine-actionable data management plans (maDMP)· Data & methods
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DataDMP

A DMP authoring and management platform developed in Germany that implements the RDA DMP Common Standard and emphasises integration with institutional research-data infrastructures.

Machine-actionable data management plans (maDMP)· Data & methods
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Argos (OpenAIRE)

OpenAIRE's open-source DMP authoring service, designed from the outset around the RDA DMP Common Standard and integrated with European Open Science Cloud (EOSC) and OpenAIRE Research Graph services.

Machine-actionable data management plans (maDMP)· Data & methods
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DMPonline (DCC product)

The UK Digital Curation Centre's hosted instance of the DMPRoadmap platform, providing DMP authoring for UK and international institutions against funder-specific templates.

Machine-actionable data management plans (maDMP)· Data & methods
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DMPRoadmap (DMP Tool)

An open-source Ruby on Rails platform for creating, reviewing, and exporting Data Management Plans, jointly developed by the UK Digital Curation Centre and the University of California Curation Center, and deployed under different brands (notably DMPonline and DMPTool).

Machine-actionable data management plans (maDMP)· Data & methods
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DMP machine-readable expression

The structured serialisation of a DMP's content in a format (JSON, JSON-LD, XML) that conforming software can parse, validate, and act upon without human re-interpretation.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP narrative

The human-readable prose portion of a Data Management Plan, typically organised under the headings of the applicable funder or institutional template.

Machine-actionable data management plans (maDMP)· Data & methods
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DMP template

A funder-, institution-, or community-specific structured set of questions and guidance used to elicit the content of a Data Management Plan from researchers.

Machine-actionable data management plans (maDMP)· Data & methods
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RDA DMP Common Standard

A community-developed application profile, maintained by the Research Data Alliance DMP Common Standards Working Group, defining the core entities, properties, and JSON schema for expressing machine-actionable DMPs.

Machine-actionable data management plans (maDMP)· Data & methods
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Machine-actionable DMP (maDMP)

A Data Management Plan expressed in a structured, machine-readable format (typically JSON conforming to the RDA DMP Common Standard) that enables automated exchange, validation, and updating between systems such as DMP tools, repositories, CRIS/RIMS, and funder portals.

Machine-actionable data management plans (maDMP)· Data & methods
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Data Management Plan (DMP)

A formal document that describes how research data will be collected, processed, described, stored, shared, preserved, and (where appropriate) destroyed across the lifecycle of a research project.

Machine-actionable data management plans (maDMP)· Data & methods

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