Спрос на навыки на рынке труда и кластеризация вакансий

С. 190–193.

Ternikov A.

Clustering on the basis of categorical data is one of the chal- lenging problems in data mining. The paper provides the clustering algorithm for job vacancies using information about skills required. On the first step, the procedure of unstructured textual information standardization is proposed. Then, the algorithm is provided and validated on the data obtained from the cross-regional hiring platform. Given procedures allow to minimize human involvement into clustering itself and produce reasonable clusters for the following interpretation and analysis.

Keywords: кластеризация вакансий

In book

IV Российский экономический конгресс«РЭК-2020» (сборник материалов)

Т. XXIII: КОНФЕРЕНЦИЯ МОЛОДЫХ УЧЕНЫХ. , М.: Новая экономическая ассоциация, 2020.