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Using machine learning methods to improve the efficiency of the cosmetological services administration process

The article is devoted to solving the problem of improving the quality of cosmetic service provision during the rapid scaling of an applied system. This process is accompanied by the creation of a large number of new roles and types of services, a significant expansion of the client base and communi...

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Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2026
Issue:1
Pages:82-92
ISSN:1727-4907
Author Affiliations:
  • O.V. Zakharova — Institute of Software Systems NAS of Ukraine
  • L.O. Spektorovska — NTUU "KPI"
Keywords:класифікація методами машинного навчання, категоризація повідомлень, класифікації транспортних систем, класифікатори, гібрідні системи, навчений класифікатор, класифікація текстів, навчальні дані, класифікація даних, алгоритми машинного навчання
Main Authors: Zakharova, O.V., Spektorovska, L.O.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2026
Subjects:
machine learning
text classification
rule-based systems
gibrid systems
transformers
message cat egorization
routing of requests
prediction
training data
UDC 004.94
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/893
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Journal Title:Problems in programming
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Problems in programming

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https://pp.isofts.kiev.ua/index.php/ojs1/article/view/893

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