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Visual Aesthetics of E-Commerce Websites: An Eye-Tracking Approach

机译:电子商务网站的视觉美学:眼动追踪方法

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摘要

This study adopts four facets of visual aesthetics (i.e., simplicity, diversity, colorfulness, craftsmanship) to explain how they relate with users’ gaze patterns, based on how much they fixate on certain points, as well as how fast and how much distance their eyes cover. On a sample of 23 experienced users in online shopping, we collect eye-tracking data while looking at high, neutral, and low appealing websites, and then register their perceptions on visual aesthetics towards those websites. Findings show different patterns of gaze behavior related with users’ perceptions on visual aesthetics. Short fixations with high saccade show high simplicity, while high fixation variance and high backtrack shows high diversity. Short fixations with high backtrack show high colorfulness. Low saccade velocity with high skewness shows high craftsmanship. We contribute towards the need of automatizing the process of understanding users’ perceptions of visual aesthetics, as we might be able to predict the user behavior in real time in the future.
机译:这项研究采用了视觉美学的四个方面(即简单性,多样性,色彩鲜艳,手工艺)来说明它们与用户的注视模式之间的关系,基于他们固定在特定点上的程度以及他们的速度和距离如何眼睛遮住。以23位经验丰富的在线购物用户为样本,我们在浏览高,中性和低吸引力的网站时收集眼动数据,然后将这些视觉美感的信息记录到这些网站上。调查结果显示了与用户对视觉美学的感知有关的不同凝视行为模式。高扫视率的短注视显示出很高的简单性,而高注视率变化和高回溯显示出高多样性。高回溯的短注视显示出很高的色彩。扫视速度低,偏斜度高,表明工艺精湛。我们致力于实现自动理解用户对视觉美学的理解的过程,因为我们将来可能能够实时预测用户的行为。

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