user experience

RESEARCH ON WEBSITE INTERFACE DESIGN PRINCIPLES FOR ENSURING INCLUSIVITY

This article addresses the topical issues of modern user interface development, with an emphasis on accessibility principles and inclusive design. It examines the importance of ensuring the functionality and usability of digital products for a wide range of users, including people with various types of disabilities. The international Web Content Accessibility Guidelines (WCAG), which define requirements for creating universal interfaces capable of meeting the needs of a broad user base, and their conformance levels, are analyzed.

Front-end Framework for Building Applications With Adaptive User Interfaces Using Machine Learning Methods

The article examines approaches to developing a front-end framework for creating web applications with an adaptive graphical interface that dynamically adjusts to the individual needs of users through machine learning algorithms. The relevance of the problem lies in the need to develop interfaces capable of simultaneously meeting the needs of different demographic groups, which requires flexibility in customizing the user experience (UX) and user interface (UI) of modern websites.

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

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.