Comparing manually curated semantic mappings in SSSOM

I am currently supporting Philip Strömert and Noura Rayya in the efforts to modernize and revitalize the Chemical Methods Ontology (CHMO) to support annotation of instrumentation used to produce experimental data captured in the Chemotion electronic laboratory notebook as part of NFDIChem. This post is about the adoption of Simple Standard for Sharing Ontological Mappings (SSSOM) to support interoperability between CHMO and other resources, and the workflow I developed to compare overlapping manual curations from different researchers.

OSF

Hashing mapping records - A Simple Standard for Sharing Ontology Mappings (SSSOM)

Challenges with Semantic Mappings

There are many challenges associated with the curation, publication, acquisition, and usage of semantic mappings. This post examines their philosophical, technical, and practical implications, highlights existing solutions, and describes opportunities for next steps for the community of curators, semantic engineers, software developers, and data scientists who make and use semantic mappings.

Mapping from SSSOM to Wikidata

At the 4th Ontologies4Chem Workshop in Limburg an der Lahn, I proposed an initial crosswalk between the Simple Standard for Sharing Ontological Mappings (SSSOM) and the Wikidata semantic mapping data model. This post describes the motivation for this proposal and the concrete implementation I’ve developed in sssom-pydantic.

GitHub - cthoyt/sssom-curator: Prediction and curation of semantic mappings in SSSOM

Prediction and curation of semantic mappings in SSSOM - cthoyt/sssom-curator

OxO2 -- A SSSOM mapping browser for logically sound crosswalks

EMBL-EBI created OxO to enable users to map between datasets that are annotated with different ontologies. Mappings identified by the first version of OxO were not necessarily logically sound, lacked important provenance information such as author and reviewer, and could timeout or crash for certain requests. In this paper we introduce OxO2 to address these concerns. Provenance is addressed by implementing SSSOM, a mapping standard that defines provenance for mappings. SSSOM defines the conditions under which logical sound mappings can be derived and is implemented in OxO2 using Nemo, a Datalog rule engine. To ensure reasoning is performant and memory efficient, Nemo implements a number of strategies that ensures OxO2 will be stable for all requests. Due to these changes, OxO2 users will be able to integrate between disparate datasets with greater confidence.

Map between educational resources by cthoyt · Pull Request #204 · biopragmatics/biomappings

This PR covers generates mappings between resources related to education level, disciplines, and modeling of educational resources.