Data · dataset · 2016
Evidence that identifiers are a source of problems for data integrators.
Listed in DataCite
Advances in computing power and expansion of the Internet have led to increasing optimism that big data will lead to new insights.
Description
However, in the life sciences, relevant data is not only "big"; it is also highly decentralized across thousands of online databases. Wringing value from it depends on the discipline of data science and on the humble bricks and mortar that make it possible -- identifiers.
However, our collective handling of identifiers has lagged behind these advances. Diverse identifier problems (for instance broken links and ‘content drift’) make it difficult to integrate data and derive new knowledge from it. This is a snapshot of a living document intended to show real-world examples of identifier problems representative of those encountered by data integrators.
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It is not meant to be exhaustive.
Links
Where it is published
- Repository landing page figshare.com/articles/dataset/Evidence_that_identifiers_are_a_source_of_pro… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.3394843 ↗
DOI / persistent id · from DataCite
Documentation and papers
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.3394843 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.3394843 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Computer and information sciences · Electrical engineering, electronic engineering, information engineering · Media and communications
- Inferred from text
- Data management and data science 72%
Related
- Inverse of same asEvidence that identifiers are a source of problems for data integrators.
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.3394843 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| byte_size | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].anzsrc:group:4605 | enrichment · DataCite | taxonomy-embedding@1.1.0 | title+keywords+description (72%) |
| concepts[field].fos:computer-and-information-sciences | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:electrical-engineering-electronic-engineering-information-engineering | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].fos:media-and-communications | source · DataCite | connector:datacite@1.0.0 | |
| created_date | source · DataCite | connector:datacite@1.0.0 | |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
| license | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 |