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Metadata Game Changers

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February 02, 2021

A PID Feast for Research – PIDapalooza 2021

February 02, 2021/ Ted Habermann
A PID Feast for Research – PIDapalooza 2021

Measuring metadata completeness is a great way to identify good examples and low-hanging fruit for improvement. A Pidapalloza talk from last week described results from a recent assessment of 144 repositories from the TIB DataCite Consortium with respect to recommendations for FAIR metadata. Overall, the seven mandatory DataCite fields dominate these repositories, but several great examples that go beyond the mandatory were identified.

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February 02, 2021/ Ted Habermann/ Comment
DataCite Metadata
dataCite, metadata improvement, METADIG
January 11, 2021

DataCite Metadata: Evolving to FAIRness

January 11, 2021/ Ted Habermann
DataCite Metadata: Evolving to FAIRness

It has been ten years since the release of the first DataCite metadata schema. Many improvements since then provide a roadmap for community evolution toward making DataCite metadata more FAIR.

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January 11, 2021/ Ted Habermann/ 1 Comment
DataCite Metadata
dataCite, metadata improvement
December 28, 2020

Minimum Metadata

December 28, 2020/ Ted Habermann
Minimum Metadata

Looking for New Year’s metadata resolutions? How about: Stop using sentences that include the words “minimum metadata” without specifying a use case.

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December 28, 2020/ Ted Habermann/ 1 Comment
Metadata Evaluation, DataCite Metadata
dataCite, metadata improvement, METADIG
July 14, 2020

DataCite Subject Metadata

July 14, 2020/ Ted Habermann
DataCite Subject Metadata

DataCite subject metadata can play an important role in dataset classification and discovery, but these elements are uncommon in the repository and need some improvements. Establishing metrics for completeness and quality is an important first step in the improvement process.

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July 14, 2020/ Ted Habermann/ Comment
DataCite Metadata
dataCite, keywords
October 03, 2019

MetaDIG recommendations for FAIR DataCite metadata

October 03, 2019/ Ted Habermann
MetaDIG recommendations for FAIR DataCite metadata

Clear and specific community recommendations for FAIR metadata in multiple dialects are rare and necessary for measuring progress towards evaluating and improving metadata in many repositories. We propose an initial set of concepts and an evaluation of the DataCite metadata collection for essential metadata elements that support Findability.

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October 03, 2019/ Ted Habermann/ 1 Comment
Metadata Evaluation, DataCite Metadata
dataCite, metaDIG, metadata improvement
August 15, 2019

Metadata Archeology: Hunting Affiliations and RORs in DataCite Metadata

August 15, 2019/ Ted Habermann
Metadata Archeology: Hunting Affiliations and RORs in DataCite Metadata

The DataCite metadata model includes rich information about over 18 million items with DOIs. The schema includes at least four elements that describe organizations: publisher, creator, contributor, and fundingReference. Each of these elements has interesting characteristics. Let’s explore them!

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August 15, 2019/ Ted Habermann/ 1 Comment
DataCite Metadata, Affiliations
dataCite, affiliations, ROR
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Metadata Game Changers

I have worked in scientific data management for many years and enjoy working with organizations and communities that share data and knowledge. I am fluent in metadata standards and dialects used in scientific data management and publishing.

Tell us what you think!

We are constantly working to help you change your metadata game. If you have any questions, suggestions, or crazy ideas, please send contact us or connect with us through the details below.

Ted Habermann
ted@metadatagamechangers.com
ORCID | LinkedIn | Twitter

Erin Robinson
erin@metadatagamechangers.com
ORCID | LinkedIn | Twitter

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