Technical component
SciNoBo FoS
Connecting research through data-driven classification
SciNoBo FoS is a novel classification system of publications to predefined Field of Science (FoS) taxonomies, leveraging the structural properties of a publication (citations, references) organized in a multilayer network. It offers a dynamically constructed FoS taxonomy, which can help identify research trends of interest.
Browse Results: https://explore.openaire.eu/fields-of-science
Website: SciNoBo services
Publications:
- SCINOBO: a novel system classifying scholarly communication in a dynamically constructed hierarchical Field-of-Science taxonomy
- SciNoBo: A Hierarchical Multi-Label Classifier of Scientific Publications
Resources
FoS Classifier: Identifying scientific publications in fields of science stemming from different taxonomies.
- Code repository: GitHub
- Demo space: Hugging Face
- Docker container: Docker Hub
FoS Taxonomy: The Field of Science taxonomy that the classifier uses.
- Repository: GitHub
Taxonomy Mapper: A tool that works with the FoS taxonomy to identify similar and relevant SciNoBo FoS fields given external keywords and phrases.
- Code repository: GitHub
- Demo space: Hugging Face
- Docker container: Docker Hub
Roadmap
Related Articles
SciNoBo: Science No Borders
Haris Papageorgiou from Athena RC presents the SciNoBo toolkit for Open Science and discusses its benefits for science communities.