减少电子商务平台退货的可视化工具

Riccardo Cantini, F. Marozzo, A. Orsino, Martina Passarelli, Paolo Trunfio
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引用次数: 0

摘要

如今,喜欢在电子商务平台上进行网上购物的人数不断增加。网上购物是快速和便宜的,但它也涉及一些风险。事实上,有时收到的产品比预期的要小或要大,或者与购买网站上的描述不符。通常情况下,这是因为零售商提供的信息不详细,而且,图像通常在白色背景上显示产品,没有任何参考,以了解其真实尺寸。为了解决这个问题,我们开发了CompareDimensions,这是一个软件工具,可以帮助客户在网上购物,让他们了解他们即将购买的产品的正确尺寸。通过这个工具,客户可以看到产品的图像,并将其与一系列众所周知的参考图像进行比较,例如一个人、一把椅子、一扇门或一个孩子。在亚马逊上进行的实验评估表明,在只提供剪切图像和文字描述的情况下,使用所提出的工具可以帮助人们找出产品的真实尺寸。特别是,根据我们的实验,使用该工具的人能够比不使用该工具的人更准确地理解产品的实际尺寸,准确度高出17.5%。专注于关键产品,平均准确率提高了24%,对于证明比预期更小或更大的产品,平均准确率提高了27%和11%。因此,采用CompareDimensions可以帮助客户了解他们想要购买的产品的真实尺寸,从而减少退货的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A visual tool for reducing returns in e-commerce platforms
Nowadays, the number of people who prefer to make online purchases on e-commerce platforms is constantly increasing. Online shopping turns out to be fast and cheap but it also involves some risks. In fact, it sometimes happens that a product, once received, is smaller or bigger than expected, or does not comply with what is described on the purchase site. Typically this happens because the information provided by retailers is not detailed and, moreover, the images usually show the product on a white background without any reference nearby to understand its true dimensions. To cope with this problem, we developed CompareDimensions, a software tool that helps customers during their online purchases, by allowing them to understand the correct dimensions of the product they are about to buy. Through this tool, a customer can see the images of the product and compare it with a series of reference images known to all, such as a man, a chair, a door or a child. The experimental evaluation, conducted on Amazon, shows that the use of the proposed tool helped people to figure out the real dimensions of products, with respect to the case in which only cutout images and textual descriptions are provided. In particular, according to our experiments, people who used the tool were able to understand the real dimensions of a product with 17.5% greater accuracy than those who did not use the tool. Focusing on critical products, average accuracy increased by 24%, with an improvement of 27% and 11% for products that proved to be smaller or larger than expected. Therefore, the adoption of CompareDimensions could help customers to understand the real dimensions of the products they want to buy, and consequently reduce the likelihood of a return.
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