Practical assessment of the e-commerce multivariant user interface

IF 4.3 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Information and Software Technology Pub Date : 2025-02-10 DOI:10.1016/j.infsof.2025.107684
Adam Wasilewski , Elżbieta Pawełek-Lubera
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引用次数: 0

Abstract

Context:

Personalization is recognized as one of the key trends in e-commerce development, often including the personalization of offers and prices. However, a rarely used and underestimated personalization opportunity is the customization of the user interface provided to customers. Customers of e-shops differ in their behaviors and usage patterns, yet there is no clear evidence verifying the potential of the user interface to influence the performance indicators of e-shops.

Objective:

The research discussed in this paper aims to verify the impact of a dedicated interface on the most common indicators describing e-commerce performance and to identify limitations to the use of user interface personalization in e-commerce.

Method:

To achieve this, a solution was developed to collect information about e-commerce customer behavior, segment customers using clustering methods, and provide a dedicated user interface. During the pilot implementation, data was collected to verify the impact of the dedicated interface on the purchasing behavior of customer groups.

Results:

The results showed that a dedicated interface can significantly improve the conversion rate(by 46% in the analyzed group) and average order value (11%).

Conclusion:

These findings confirm that tailored UI variants can positively influence customer behavior in e-shops by increasing key performance indicators.
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电子商务多变体用户界面的实用评估
背景:个性化被认为是电子商务发展的关键趋势之一,通常包括优惠和价格的个性化。然而,很少使用和低估的个性化机会是提供给客户的用户界面的定制。电子商店的顾客在行为和使用模式上存在差异,但没有明确的证据证明用户界面对电子商店绩效指标的影响潜力。目的:本文讨论的研究旨在验证专用界面对描述电子商务绩效的最常见指标的影响,并确定在电子商务中使用用户界面个性化的局限性。方法:为此,开发了一个解决方案来收集电子商务客户行为信息,使用聚类方法对客户进行细分,并提供专用的用户界面。在试点实施过程中,收集数据验证专用接口对客户群购买行为的影响。结果:结果表明,专用界面可以显著提高转化率(在所分析组中提高46%)和平均订单值(11%)。结论:这些发现证实了定制UI变体可以通过增加关键绩效指标来积极影响电子商店的客户行为。
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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来源期刊
Information and Software Technology
Information and Software Technology 工程技术-计算机:软件工程
CiteScore
9.10
自引率
7.70%
发文量
164
审稿时长
9.6 weeks
期刊介绍: Information and Software Technology is the international archival journal focusing on research and experience that contributes to the improvement of software development practices. The journal''s scope includes methods and techniques to better engineer software and manage its development. Articles submitted for review should have a clear component of software engineering or address ways to improve the engineering and management of software development. Areas covered by the journal include: • Software management, quality and metrics, • Software processes, • Software architecture, modelling, specification, design and programming • Functional and non-functional software requirements • Software testing and verification & validation • Empirical studies of all aspects of engineering and managing software development Short Communications is a new section dedicated to short papers addressing new ideas, controversial opinions, "Negative" results and much more. Read the Guide for authors for more information. The journal encourages and welcomes submissions of systematic literature studies (reviews and maps) within the scope of the journal. Information and Software Technology is the premiere outlet for systematic literature studies in software engineering.
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