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Resolution of issues related to healthcare is made possible by the existence of several biomedical vocabularies and standards, which play a crucial role in understanding the health information, together with a large amount of health-related data. However, despite a large number of available resources and work done in the health and environmental domains, there is a lack of semantic resources that can be utilized in the food and nutrition domain, as well as their interconnections. For this purpose, in a European Food Safety Authority\u2013funded project CAFETERIA, we have developed the first annotated corpus of 500 scientific abstracts that consists of 6407 annotated food entities with regard to Hansard taxonomy, 4299 for FoodOn and 3623 for SNOMED-CT. The CafeteriaSA corpus will enable the further development of natural language processing methods for food information extraction from textual data that will allow extracting food information from scientific textual data.<\/jats:p><jats:p>Database URL: https:\/\/zenodo.org\/record\/6683798#.Y49wIezMJJF<\/jats:p>","DOI":"10.1093\/database\/baac107","type":"journal-article","created":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T02:34:40Z","timestamp":1671244480000},"source":"Crossref","is-referenced-by-count":7,"title":["CafeteriaSA corpus: scientific abstracts annotated across different food semantic resources"],"prefix":"10.1093","volume":"2022","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2723-0821","authenticated-orcid":false,"given":"Gjorgjina","family":"Cenikj","sequence":"first","affiliation":[{"name":"Department of Computer Systems, Jo\u017eef Stefan Institute , Jamova cesta 39, Ljubljana 1000, Slovenia"},{"name":"Jo\u017eef Stefan International Postgraduate School , Jamova cesta 39, Ljubljana 1000, Slovenia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eva","family":"Valen\u010di\u010d","sequence":"additional","affiliation":[{"name":"Department of Computer Systems, Jo\u017eef Stefan Institute , Jamova cesta 39, Ljubljana 1000, Slovenia"},{"name":"Jo\u017eef Stefan International Postgraduate School , Jamova cesta 39, Ljubljana 1000, Slovenia"},{"name":"School of Health Sciences, College of Health, Medicine and Wellbeing, University of Newcastle , University Drive, Callaghan Campus, Newcastle, NSW 2308, Australia"},{"name":"Food and Nutrition Program, Hunter Medical Research Institute , Lot 1 Kookaburra Circuit, New Lambton Heights, Newcastle, NSW 2305, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gordana","family":"Ispirova","sequence":"additional","affiliation":[{"name":"Department of Computer Systems, Jo\u017eef Stefan Institute , Jamova cesta 39, Ljubljana 1000, Slovenia"},{"name":"Jo\u017eef Stefan International Postgraduate School , Jamova cesta 39, Ljubljana 1000, Slovenia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matev\u017e","family":"Ogrinc","sequence":"additional","affiliation":[{"name":"Department of Computer Systems, Jo\u017eef Stefan Institute , Jamova cesta 39, Ljubljana 1000, Slovenia"},{"name":"Jo\u017eef Stefan International Postgraduate School , Jamova cesta 39, Ljubljana 1000, Slovenia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Riste","family":"Stojanov","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje , Ruger Boshkovikj 16, Skopje 1000, North Macedonia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"Koro\u0161ec","sequence":"additional","affiliation":[{"name":"Department of Computer Systems, Jo\u017eef Stefan Institute , Jamova cesta 39, Ljubljana 1000, Slovenia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ermanno","family":"Cavalli","sequence":"additional","affiliation":[{"name":"European Food Safety Authority , Via Carlo Magno 1A, Parma 43126, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Barbara Korou\u0161i\u0107","family":"Seljak","sequence":"additional","affiliation":[{"name":"Department of Computer Systems, Jo\u017eef Stefan Institute , Jamova cesta 39, Ljubljana 1000, Slovenia"},{"name":"Jo\u017eef Stefan International Postgraduate School , Jamova cesta 39, Ljubljana 1000, Slovenia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7330-1902","authenticated-orcid":false,"given":"Tome","family":"Eftimov","sequence":"additional","affiliation":[{"name":"Department of Computer Systems, Jo\u017eef Stefan Institute , Jamova cesta 39, Ljubljana 1000, Slovenia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2022,12,16]]},"reference":[{"key":"2022121701072701800_R1","doi-asserted-by":"crossref","first-page":"pp. 603","DOI":"10.1007\/978-81-322-3972-7_19","volume-title":"Fundamentals of Artificial Intelligence","author":"Chowdhary","year":"2020","edition":"1st edn"},{"key":"2022121701072701800_R2","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/978-3-642-45358-8_7","volume-title":"Natural Language Processing of Semitic Languages","author":"Mohit","year":"2014"},{"key":"2022121701072701800_R3","first-page":"1145","article-title":"MaxMatcher: biological concept extraction using approximate dictionary lookup","author":"Zhou","year":"2006"},{"key":"2022121701072701800_R4","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0179488","article-title":"A rule-based named-entity recognition method for knowledge extraction of evidence-based dietary recommendations","volume":"12","author":"Eftimov","year":"2017","journal-title":"PLoS One"},{"key":"2022121701072701800_R5","first-page":"pp. 915","article-title":"FoodIE: A Rule-based Named-entity Recognition Method for Food Information Extraction","volume-title":"ICPRAM","author":"Popovski","year":"2019"},{"key":"2022121701072701800_R6","doi-asserted-by":"crossref","first-page":"16498","DOI":"10.1007\/s11227-022-04527-y","article-title":"ArRaNER: a novel named entity recognition model for biomedical literature documents","volume":"78","author":"Ramachandran","year":"2022","journal-title":"J. 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