Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: International Scientific Conference on Applied Physics, Information Technologies and Engineering (APITECH) / 2-nd International Scientific and Practical Conference on Borisov's Readings; Siberian Fed Univ, Polytechn Inst, Krasnoyarsk, RUSSIA; Siberian Fed Univ, Polytechn Inst, Krasnoyarsk, RUSSIA
Год издания: 2019
Идентификатор DOI: 10.1088/1742-6596/1399/3/033108
Аннотация: As the economy transited to market relations, the problem of organizing personnel policy and staff recruitment becomes more acute. The article discusses the problem of worker absenteeism, as well as the ways to study it, identified on the basis of literature analysis. The paper proposes an approach to use Kohonen self-organizing maps to solve the problem. The authors conducted a study of the dependence of the workers' absence duration in the workplace on their various attributes, such as age, distance from residence to work, transportation expenses and others. An open data set of a courier company was used to identify dependencies. As a result, three worker portraits were made and the main reasons for absence of each worker type were identified. © Published under licence by IOP Publishing Ltd.
Издание
Журнал: Journal of Physics: Conference Series
Выпуск журнала: Vol. 1399, Is. 3
Номера страниц: 33108
ISSN журнала: 17426588
Издатель: Institute of Physics Publishing
Персоны
- Kukartsev V.V. (Siberian Fed Univ, 79 Svobodny Pr, Krasnoyarsk 660041, Russia; Reshetnev Siberian State Univ Sci & Technol, 31 Krasnoyarsky Rabochy Av, Krasnoyarsk 660037, Russia)
- Beletskaya O.D. (Siberian Fed Univ, 79 Svobodny Pr, Krasnoyarsk 660041, Russia)
- Fabrichkina M.O. (Siberian Fed Univ, 79 Svobodny Pr, Krasnoyarsk 660041, Russia)
- Telkov A.Yu (Siberian Fed Univ, 79 Svobodny Pr, Krasnoyarsk 660041, Russia)
- Belyaev N.Y. (Siberian Fed Univ, 79 Svobodny Pr, Krasnoyarsk 660041, Russia)
- Tynchenko V.S. (Siberian Fed Univ, 79 Svobodny Pr, Krasnoyarsk 660041, Russia; Reshetnev Siberian State Univ Sci & Technol, 31 Krasnoyarsky Rabochy Av, Krasnoyarsk 660037, Russia)
- Mikhalev A.S. (Siberian Fed Univ, 79 Svobodny Pr, Krasnoyarsk 660041, Russia)
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