Аннотация:In the paper there is described the NMF-based approach applied to the problem of an employee's access needs determining. The carried out research showed that the proposed NMF-based methods provide a useful analytical framework for processing and modeling employee's access needs data, and the obtained results demonstrate acceptable performance and provide descriptive representation model.