使用本体从产品提供中提取产品单元属性

Andrea Horch, H. Kett, A. Weisbecker
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引用次数: 6

摘要

对网上购物者和网上零售商来说,比较产品和价格是很重要的。电子购物者比较产品和价格,以找到最好的产品或价格,而零售商需要将自己的产品和价格与竞争对手的产品和价格进行比较,以保持竞争力。由于网络上提供的产品种类繁多,产品和价格比较需要通过自动化的方法来完成。这种方法的一个具有挑战性的任务是自动分配引用相同现实世界产品的不同产品报价。根据产品属性的两两相似性计算对产品进行比较和分配。因此,需要识别、提取和协调属性。在比较单位属性的情况下,协调意味着将属性及其值转换为相同的单位。本文的贡献在于提供了一种识别、提取和协调产品报价单位属性的方法和相应的本体。介绍了单元属性本体,描述了提取过程,并通过实验验证了该方法的充分性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extracting product unit attributes from product offers by using an ontology
Comparing products and prices of on-line offers is important to e-shoppers and on-line retailers. The e-shoppers compare products and prices for finding the best product or price whereas the retailers need to compare their own products and prices to those of their competitors in order to remain competitive. As there is a wide range of product offers available on the Web the product and price comparison need to be done by an automated approach. One challenging task of such an approach is the automated assignment of different product offers which refer to the same real-world product. Products are compared and assigned based on the calculation of the pairwise similarity of their attributes. Thus, the attributes need to be identified, extracted and harmonised. In the case of the comparison of unit attributes harmonisation means to convert the attributes and their values into the same unit. The contribution of this paper is an approach and a corresponding ontology for identifying, extracting and harmonising unit attributes of product offers. The unit attribute ontology is introduced, the extraction process is described and the adequacy of the approach is validated through an experiment.
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