Scientific reports
Research on aging-friendly design risk assessment model based on non-parametric estimation.
Hong Li, MingYang Mao, Yu-Qing Yin
Published: 202610.1038/s41598-026-35991-8
Abstract
Current aging-friendly interaction design risk assessment relies heavily on expert judgment and mean-based indicators, failing to capture elderly users' behavioral nonlinear fluctuations, long-tail extreme risks, and temporal mutations resulting in u…
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