Two years of explicit CiTO annotations

Willighagen, Egon

doi:10.1186/s13321-023-00683-2

Cited by 4 publications

(2 citation statements)

References 30 publications

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“…In addition to the co-development with the Metadata4Ing ontology [56] realized for documenting property claims [6, Section 1.2], it could be of interest to connect the VC documentation to other semantic artefacts; in particular, to the Citation Typing Ontology (CiTO) [57,58] and the VIMMP Validation Ontology (VIVO) [59]. The "enriched cited references," which are work in progress by Clarivate within the ISI Web of Knowledge, might also develop in this direction.…”

Section: Discussionmentioning

confidence: 99%

Epistemic Metadata for Computational Engineering Information Systems

Horsch,

Chiacchiera,

Guevara Carrión

et al. 2023

Frontiers in Artificial Intelligence and Applications

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Digitalization is a priority for innovation in the engineering sciences. The digital transformation requires making the knowledge claims from scientific research data machine-actionable, so that they can be integrated and analysed with minimal human intervention. Up until now, the depth of digitalization is often too shallow, with annotations that are only of use to a human reader. In addition, digital infrastructures and their metadata standards are tedious to use: They demand too much effort from researchers, much of which goes into metadata that contribute nothing to an improved reuse of knowledge. These shortcomings are related. Data documentation and annotation are complicated and of little use whenever the metadata that make knowledge reusable are not prioritized. Addressing this gap, we discuss metadata standardization efforts targeted at documenting the knowledge status of data; we refer to such an annotation as epistemic metadata. We propose a schema for epistemic metadata, with a focus on knowledge and reproducibility claims, that is designed to be user-friendly and flexible enough to apply to a spectrum of circumstances and validity assessments. These developments are implemented as part of the PIMS-II ontology. They were conducted in line with requirements procured through a case study on papers and claims from molecular modelling and simulation.

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Section: Discussionmentioning

confidence: 99%

Epistemic Metadata for Computational Engineering Information Systems

Horsch,

Chiacchiera,

Guevara Carrión

et al. 2023

Frontiers in Artificial Intelligence and Applications

View full text Add to dashboard Cite

show abstract

“…Despite the long history, it is not widely used yet. The Springer Nature Journal of Cheminformatics, however, ran from 2020 to 2022 a pilot with using CiTO annotation (Guha et al, 2023;Willighagen, 2023Willighagen, , 2020. As part of this pilot, Lua scripts were developed that would allow the citation typing to happen when the citation was made.…”

Section: Cito Supportmentioning

confidence: 99%