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A Complex Story: Universal Preference vs. Individual Differences Shaping Aesthetic Response to Fractals Patterns

机译:复杂的故事:普遍偏好与个人差异塑造对分形模式的审美反应

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摘要

Fractal patterns offer one way to represent the rough complexity of the natural world. Whilst they dominate many of our visual experiences in nature, little large-scale perceptual research has been done to explore how we respond aesthetically to these patterns. Previous research (Taylor et al., ) suggests that the fractal patterns with mid-range fractal dimensions (FDs) have universal aesthetic appeal. Perceptual and aesthetic responses to visual complexity have been more varied with findings suggesting both linear (Forsythe et al., ) and curvilinear (Berlyne, ) relationships. Individual differences have been found to account for many of the differences we see in aesthetic responses but some, such as culture, have received little attention within the fractal and complexity research fields. This two-study article aims to test preference responses to FD and visual complexity, using a large cohort (N = 443) of participants from around the world to allow universality claims to be tested. It explores the extent to which age, culture and gender can predict our preferences for fractally complex patterns. Following exploratory analysis that found strong correlations between FD and visual complexity, a series of linear mixed-effect models were implemented to explore if each of the individual variables could predict preference. The first tested a linear complexity model (likelihood of selecting the more complex image from the pair of images) and the second a mid-range FD model (likelihood of selecting an image within mid-range). Results show that individual differences can reliably predict preferences for complexity across culture, gender and age. However, in fitting with current findings the mid-range models show greater consistency in preference not mediated by gender, age or culture. This article supports the established theory that the mid-range fractal patterns appear to be a universal construct underlying preference but also highlights the fragility of universal claims by demonstrating individual differences in preference for the interrelated concept of visual complexity. This highlights a current stalemate in the field of empirical aesthetics.
机译:分形模式提供了一种表示自然界复杂性的方法。虽然它们在自然界中占据着我们许多视觉体验的主导地位,但很少进行大规模的感知研究来探索我们如何从美学角度对这些模式做出反应。先前的研究(Taylor等人)表明,具有中等分形维数(FDs)的分形图案具有普遍的美学吸引力。对视觉复杂性的知觉和美学反应变化更大,发现表明线性(Forsythe等人,)和曲线(Berlyne,)关系。人们发现个体差异可以解释我们在美学反应中看到的许多差异,但是在分形和复杂性研究领域中,诸如文化等一些差异却很少受到关注。这项包含两个研究的文章旨在使用来自世界各地的大量参与者(N = 443)来测试对FD和视觉复杂性的偏好响应,以测试通用性要求。它探讨了年龄,文化和性别可以预测我们对分形复杂模式的偏好的程度。在探索性分析中发现FD与视觉复杂性之间存在很强的相关性之后,实施了一系列线性混合效应模型,以探索每个单独的变量是否可以预测偏好。第一个测试线性复杂度模型(从这对图像中选择更复杂的图像的可能性),第二个测试中距离FD模型(在中范围内选择图像的可能性)。结果表明,个体差异可以可靠地预测跨文化,性别和年龄的复杂性偏好。但是,根据当前的发现,中端模型显示出更大的偏好一致性,而不受性别,年龄或文化的影响。本文支持已建立的理论,即中程分形模式似乎是普遍存在于偏好基础之上的构架,但它也通过展示对视觉复杂性相关概念的偏好个体差异来突出普遍主张的脆弱性。这凸显了经验美学领域的当前僵局。

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