Abstract
Elsevier aims to streamline taxonomy production by creating a shared infrastructure supported by automation. In this presentation we will explain the components of this infrastructure, which include a candidate pool for incoming candidate terms. Here candidates are enriched with tools such as a synonym suggestion classifier, a term categorization classifier, an ambiguity scorer, and a hierarchical relationship suggestor. In the future, we want to move to a domain-based architecture, in which pre-built branches for specific scientific domains are maintained, and the taxonomy compiler, which chooses from these”modules” to create taxonomies for specific products.
Original language | English |
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Pages (from-to) | 210-211 |
Number of pages | 2 |
Journal | CEUR Workshop Proceedings |
Volume | 3890 |
State | Published - 2024 |
Externally published | Yes |
Event | 15th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, SWAT4HCLS 2024 - Hybrid, Leiden, Netherlands Duration: Feb 20 2024 → Feb 26 2024 |
Keywords
- Taxonomies
- Taxonomy production
- Taxonomy tooling