On the variant of formalization of the task of extracting key skills and cluster analysis of vacancies in the implementation of a comprehensive digital career guidance toolkit
Abstract
On the variant of formalization of the task of extracting key skills and cluster analysis of vacancies in the implementation of a comprehensive digital career guidance toolkit
Incoming article date: 22.01.2024The article proposes a general formalized model of the task of processing and extracting potential key skills from job descriptions to determine the relevance of training areas and possible areas of employment for graduates. The formalized model is used in the software implementation of the job clustering module based on the obtained sets of key skills within the framework of a comprehensive toolkit for remote career guidance.
Keywords: vacancies, demand for training areas, career guidance, digitalization of career guidance, formalized model, clustering, professions, key skills