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显示杂乱:定义与测量技术综述

Display clutter: a review of definitions and measurement techniques.

作者信息

Moacdieh Nadine, Sarter Nadine

出版信息

Hum Factors. 2015 Feb;57(1):61-100. doi: 10.1177/0018720814541145.

Abstract

OBJECTIVE

We aimed to synthesize the literature on display clutter by reviewing definitions and measurement techniques and to develop a comprehensive, ergonomics-oriented perspective on clutter. We provide guidance for the selection of measurement approaches that can capture the various aspects and effects of clutter on visual search in particular.

BACKGROUND

There is agreement that clutter may represent a significant problem to operators. The challenge is to determine the ideal middle ground between excessive data and insufficient information. However, definitions of clutter vary widely, which explains the range of measurement approaches, including image-processing algorithms, performance evaluation, subjective evaluation, and eye tracking. It is important to understand the affordances of each technique and provide guidance for their use.

METHOD

We provide a systematic review of clutter definitions and develop a performance-oriented perspective for ergonomics research. Next, we present a critical overview of clutter measurement approaches. The benefits and limitations of each technique are detailed, and recommendations for best practice are provided.

RESULTS

From an ergonomics perspective, clutter matters to the extent that it affects performance, particularly, visual search. A combination of measurement techniques can be employed in order to assess the performance costs stemming from the multiple aspects of clutter.

CONCLUSION

Display clutter is a multifaceted construct that is a problem when it results in performance and attentional costs. The assessment of these costs is critical and requires the use of appropriate and complementary techniques.

APPLICATION

It is important that the performance costs of clutter are detected reliably to be able to better support attention management.

摘要

目的

我们旨在通过回顾定义和测量技术来综合有关显示杂乱的文献,并从全面的、以人体工程学为导向的角度来审视杂乱。我们为选择能够捕捉杂乱对视觉搜索的各个方面及影响的测量方法提供指导。

背景

人们一致认为杂乱可能对操作人员构成重大问题。挑战在于确定过多数据与信息不足之间的理想平衡点。然而,杂乱的定义差异很大,这就解释了测量方法的多样性,包括图像处理算法、性能评估、主观评估和眼动追踪。了解每种技术的特性并为其使用提供指导很重要。

方法

我们对杂乱的定义进行了系统回顾,并为人体工程学研究提出了以性能为导向的观点。接下来,我们对杂乱测量方法进行了批判性综述。详细阐述了每种技术的优缺点,并提供了最佳实践建议。

结果

从人体工程学角度来看,杂乱在影响性能(特别是视觉搜索)的程度上很重要。可以采用多种测量技术的组合来评估由杂乱的多个方面所导致的性能成本。

结论

显示杂乱是一个多方面的概念,当它导致性能和注意力成本时就是一个问题。对这些成本的评估至关重要,需要使用适当且互补的技术。

应用

可靠地检测出杂乱的性能成本,以便更好地支持注意力管理,这一点很重要。

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