Correlation Analysis in User Interface Architecture Optimization

Ni, O. V.; Shostak, M. V.; Piskarev, O. M.; Ni, Ya. S.

Публікація:
Correlation Analysis in User Interface Architecture Optimization

dc.contributor.author	Ni, O. V.
dc.contributor.author	Shostak, M. V.
dc.contributor.author	Piskarev, O. M.
dc.contributor.author	Ni, Ya. S.
dc.date.accessioned	2025-10-16T16:40:09Z
dc.date.available	2025-10-16T16:40:09Z
dc.date.issued	2025
dc.description.abstract	This paper presents a systematic methodology for applying correlation analysis to optimize graphical user interface architecture in software systems. Simulation modeling based on secondary data from the hcidata database with parameters of 30 virtual operators confirmed statistically significant correlations (0.26-0.85) between interface parameters and performance indicators. An integrated mathematical model (IPE) was developed with 79.2% accuracy. The modeling showed that increasing button size from 32×32 to 48×48 pixels reduced errors by 42%, while increasing contrast from 3:1 to 4.5:1 reduced cognitive load by 18%. Economic analysis demonstrated ROI of 300% with a 3-month payback period.
dc.identifier.citation	Ni O. Architectural Features of Blockchain-Oriented Distributed Systems in Multi-Cloud Infrastructures / O. V. Ni, M. V. Shostak, O. M. Piskarev, Ya. S. Ni // Computer and information systems and technologies : Proceedings of Eighth International Scientific and Technical Conference, 9-10 October 2025. – Kharkiv : NURE, 2025. - P. 11-12.
dc.identifier.issn	2710-463X
dc.identifier.uri	https://openarchive.nure.ua/handle/document/32969
dc.language.iso	en
dc.publisher	NURE
dc.rights	Attribution-NoDerivatives 4.0 International	en
dc.rights.uri	http://creativecommons.org/licenses/by-nd/4.0/
dc.subject	software architecture
dc.subject	correlation analysis
dc.subject	system performance
dc.subject	UI optimization
dc.subject	human-computer interaction
dc.subject	graphical user interface
dc.title	Correlation Analysis in User Interface Architecture Optimization
dc.type	Conference proceedings
dspace.entity.type	Publication