应用多尺度熵评价敏捷项目中网站视觉复杂性：使用生理数据

IF 3.1 2区工程技术 Q2 ENGINEERING, INDUSTRIAL

Applied Ergonomics Pub Date : 2025-03-18 DOI:10.1016/j.apergo.2025.104509

Chih-Feng Cheng, Chiuhsiang Joe Lin, Ching-Yu Lin

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引用次数: 0

摘要

网站的视觉复杂性会立即且持续地影响用户体验。然而，文献中现有的视觉复杂性研究方法并不适合敏捷网站开发，往往将视觉复杂性与网站结构联系起来，需要高级编程技能和大的参与者样本。本研究提出了一种使用生理信号的多尺度熵分析来评估网站复杂性的可访问的、与定义无关的方法。研究结果表明，基于生理数据的多尺度熵可以有效区分不同复杂程度的网站，即使参与者数量较少。该方法实现了鲁棒性和显著性效果，使其能够在敏捷网站开发过程中与用户体验评估同时应用。所提出的基于mse的方法提供了一种客观、统一的工具来评估视觉复杂性，而无需定义和计算视觉复杂性的负担，允许设计团队在敏捷软件开发项目中专注于网站本身。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Applying multiscale entropy for evaluating website visual complexity in an agile project: Using physiological data

The perceived visual complexity of a website immediately and persistently impacts the user experience. However, existing visual complexity research methods in the literature are not suitable for agile website development, often associating visual complexity with website structure and requiring advanced programming skills and large participant samples. This study proposes an accessible, definition-independent method to evaluate website complexity using multiscale entropy analysis of physiological signals. Our results show that the multiscale entropy derived from physiological data can effectively differentiate websites with varying complexity levels, even with a small number of participants. This approach achieves robust and significant effects, enabling its simultaneous application with user experience assessment in the agile website development process. The proposed MSE-based method provides an objective, unified tool to evaluate visual complexity without the burden of defining and calculating visual complexity, allowing design teams to focus on the website itself during agile software development projects.

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来源期刊

Applied Ergonomics 工程技术-工程：工业

CiteScore

7.50

自引率

9.40%

发文量

248

审稿时长

53 days

期刊介绍： Applied Ergonomics is aimed at ergonomists and all those interested in applying ergonomics/human factors in the design, planning and management of technical and social systems at work or leisure. Readership is truly international with subscribers in over 50 countries. Professionals for whom Applied Ergonomics is of interest include: ergonomists, designers, industrial engineers, health and safety specialists, systems engineers, design engineers, organizational psychologists, occupational health specialists and human-computer interaction specialists.