Sensory-Marketing-Evaluation of E-Commerce Websites with Artificial Intelligence

K. Hamacher, Rüdiger Buchkremer
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引用次数: 1

Abstract

Multisensory consumer engagement on e-commerce websites is technically limited to visual, acoustic, and written elements. Consumers communicate, buy, and share products and services via digital environments in which sensory information is limited. To improve consumers' online sensory experience, media types and the content need to be quantitatively assessed and adapted. This project aims to develop a quantitative model, an Online Sensory Marketing Index (OSMI), which assesses ecommerce websites in multisensory communication quality. The OSMI will be supported by an automatic procedure that is based on artificial intelligence. Content of texts, images, and videos is evaluated by natural language processing (NLP), natural language generation (NLG) as well as automatic machine learning (AutoML) procedures. Multiple e-commerce websites from various industries are examined.
感官营销——基于人工智能的电子商务网站评价
电子商务网站上的多感官消费者参与在技术上仅限于视觉、听觉和书面元素。消费者通过感官信息有限的数字环境进行沟通、购买和分享产品和服务。为了提高消费者的在线感官体验,需要对媒体类型和内容进行定量评估和调整。该项目旨在开发一个定量模型,即在线感官营销指数(OSMI),用于评估电子商务网站的多感官沟通质量。OSMI将由基于人工智能的自动程序支持。文本、图像和视频的内容通过自然语言处理(NLP)、自然语言生成(NLG)以及自动机器学习(AutoML)程序进行评估。来自不同行业的多个电子商务网站进行了检查。
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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