Custom metadata schemes and flexibility in data models, semantic mappings

TY - GEN

T1 - Custom metadata schemes and flexibility in data models, semantic mappings

AU - Tykhonov, Vyacheslav

N1 - “Dataverse and AI” workshop

PY - 2024/11/27

Y1 - 2024/11/27

N2 - Research data repositories face a balance between meeting domain-specific needs and achieving interoperability for cross-domain use. Standardized metadata schemes are essential for integrative platforms like DataCite, yet repositories often cater to distinct knowledge areas with tailored indexing, leading to tension between specificity and interoperability. There is significant challenge to bridge various metadata frameworks by promoting interoperability through tools like crosswalks and ontologies.

AB - Research data repositories face a balance between meeting domain-specific needs and achieving interoperability for cross-domain use. Standardized metadata schemes are essential for integrative platforms like DataCite, yet repositories often cater to distinct knowledge areas with tailored indexing, leading to tension between specificity and interoperability. There is significant challenge to bridge various metadata frameworks by promoting interoperability through tools like crosswalks and ontologies.

KW - Dataverse

KW - semantic mapping

KW - Metadata

U2 - 10.5281/zenodo.14622338

DO - 10.5281/zenodo.14622338

M3 - Other contribution

PB - Zenodo

ER -