Work

Creation of Interfaces of Security Systems of Multi-apartment Buildings Using the Person Method

Year: 2024

Type: article

Abstract: 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 emphasizes the importance of data analysis in improving the convenience and efficiency of security systems, and suggests approaches to integrating these methods into the design process.

Source: Vìsnik Nacìonalʹnogo unìversitetu Lʹvìvsʹka polìtehnìka Serìâ Ìnformacìjnì sistemi ta merežì

DOI: 10.23939/sisn2024.16.145

Authors: Yuriy Zhovnir, Oleg HrybovskyiHrybovskyi, Serhii Pasichnyk, Igor Bobyk

Institution: Lviv Polytechnic National University

Language: English

Topic: Persona Design and Applications

Subfield: Human-Computer Interaction

Field: Computer Science

Domain: Physical Sciences

SDG: Sustainable cities and communities

Open Access status: hybrid

OpenAlex ID: W4405650887