论文标题

基于共同购买的产品可替代性的简单度量

A Simple Measure of Product Substitutability Based on Common Purchases

论文作者

Sokol, Ondřej, Holý, Vladimír

论文摘要

我们提出了基于共同购买的相关性的产品替代性的度量,该产品可以迅速计算并且易于解释。在对药店零售链的实证研究中,我们证明了其特性,将其与产品互补性的类似简单度量进行比较,并使用它来找到少量的替代品。

We propose a measure of product substitutability based on correlation of common purchases, which is fast to compute and easy to interpret. In an empirical study of a drugstore retail chain, we demonstrate its properties, compare it to a similarly simple measure of product complementarity, and use it to find small clusters of substitutes.

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