SciNoBo Field of Science Taxonomy

The taxonomy has 6 Levels (L1-L6). The levels from L1-L3 are static and stem from the OECD and ScienceMetrix taxonomy. The rest of the levels are algorithmically constructed utilizing publication-to-publication and venue-to-venue citation graphs as well as clustering and topic modelling algorithms. The resulting L5s are topics stemming from topic modelling. We utilize open-source LLMs and more specifically Llama3 to automatically assign a scientific name to each L5 topic. For more information please visit: Github Repository: https://github.com/iNoBo/scinobo-fos-taxonomy Version 1 interactive viewer: Markmap URL Version 2 interactive viewer: Markmap URL