метод персон

The article explores the process of creating interfaces for security systems in apartment buildings using the persona method and user classification through the random forest method. The persona method allows for segmenting users based on demographic, psychographic, and behavioral characteristics, providing deeper insight into the needs of different groups and enabling the creation of personalized interfaces for effective interaction with the system. The random forest method is used to select key criteria that influence user classification and optimize the system according to their needs.

The article is dedicated to analyzing the processes of developing interfaces for the ‘Smart Home’ information system using the persona method. The integration of ‘smart’ technologies into the everyday environment of modern society plays a crucial role. However, the successful implementation of the information technology concept of ‘Smart Home’ significantly depends on the  efficiency and convenience of interfaces that facilitate interaction between the comprehensive information system and various user groups.