System of classification for personnel selection based upon Ukrainian language ana-lyze

• Published in: PROBLEMS IN PROGRAMMING
• Date: 2021
• Issue: 4
• Pages: 34-40
• ISSN: 1727-4907
• Author Affiliations: O.P. Zhezherun — National University "Kyiv-Mohyla Academy"; M.S. Ryepkin — National University "Kyiv-Mohyla Academy"
• Keywords: аналіз природньої мови, аналіз української мови, система онтологій, онтологія, обробка природньої мови, лексична онтологія, моделювання онтологій, оброблення природної мови, онтологічні категорії, онтологічне моделювання
• Main Authors: Zhezherun, O.P., Ryepkin, M.S.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2021
• Subjects: classification system; knowledge base; ontology; Protégé; natural language processing; Ukrainian language processing; UDC 004.89
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/437
• Journal Title: Problems in programming

The article describes a classification system with natural language processing. Many systems use neural networks, but it needs massive amounts of data for training, which is not always available. Authors propose to use ontologies in such systems. As example of such approach it is shown the classific...