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This has led the sector to need to update their systems of reference and has caused suppliers working in the research information sphere to need to update both systems and data. This paper focuses on the approach developed by Digital Science\u2019s Dimensions team to the creation of an improved machine-learning training set, and the mapping of that set from FoR 2008 codes to FoR 2020 codes so that the Dimensions classification approach for the ANZSRC codes could be improved and updated.<\/jats:p>","DOI":"10.1162\/qss_a_00244","type":"journal-article","created":{"date-parts":[[2023,2,3]],"date-time":"2023-02-03T11:23:05Z","timestamp":1675423385000},"page":"127-143","update-policy":"https:\/\/doi.org\/10.1162\/mitpressjournals.corrections.policy","source":"Crossref","is-referenced-by-count":9,"title":["Recategorising research: Mapping from FoR 2008 to FoR 2020 in Dimensions"],"prefix":"10.1162","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6151-8423","authenticated-orcid":true,"given":"Simon J.","family":"Porter","sequence":"first","affiliation":[{"name":"Digital Science & Research Solutions Ltd., London, UK"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0932-3135","authenticated-orcid":true,"given":"Lezan","family":"Hawizy","sequence":"additional","affiliation":[{"name":"Digital Science & Research Solutions Ltd., London, UK"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9746-1193","authenticated-orcid":true,"given":"Daniel W.","family":"Hook","sequence":"additional","affiliation":[{"name":"Digital Science & Research Solutions Ltd., London, UK"},{"name":"Centre for Complexity Research, Imperial College London, London, UK"},{"name":"Department of Physics, Washington University in St. Louis, St. Louis, MO, USA"}]}],"member":"281","published-online":{"date-parts":[[2023,3,1]]},"reference":[{"key":"2023040615411321700_","author":"Australian and New Zealand Standard Research Classification (ANZSRC)","year":"2020"},{"key":"2023040615411321700_","volume-title":"Grants dataset","author":"Australian Research Council","year":"2022"},{"key":"2023040615411321700_","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/BF00994018","article-title":"Support-vector networks","volume":"20","author":"Cortes","year":"1995","journal-title":"Machine Learning"},{"key":"2023040615411321700_","volume-title":"Release Notes and Deprecations\u2013Dimensions on BigQuery 1.0.0 documentation","author":"Dimensions","year":"2022"},{"key":"2023040615411321700_","doi-asserted-by":"publisher","first-page":"21","DOI":"10.17351\/ests2017.108","article-title":"Implicated in the indicator game? 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