论文标题
使用文本描述和相似性搜索匹配的项目匹配
Item Matching using Text Description and Similarity Search
论文作者
论文摘要
在本文中，我们仅使用描述，重点介绍项目匹配的问题。这些特定项目不仅缺少唯一的代码，而且还包含简短的文本描述，从而使项目匹配过程变得困难。我们的目标是仅使用购买过程提供的描述比较产品。因此，评估其他特征和差异可能会在获取阶段发现可能的缺陷。但是，我们正在处理的项目的文本非常小，由于产品的性质，数量很小，而且我们有时间开发8周的解决方案的时间有限。结果，我们表明使用良好的方法来工作，我们能够提供成功的MVP，并以高达55％的匹配获得预期的结果。
In this paper, we focus on the problem of item matching using only the description. Those specific items not only lack a unique code but also contain short text descriptions, making the item matching process difficult. Our goal is to compare products using only the description provided by the purchase process. Therefore, evaluating other characteristics and differences can uncover possible flaws during the acquiring phase. However, the text of the items that we were working on was very small, with numbers due to the nature of the products and we have a limited amount of time to develop the solution which was 8 weeks. As result, we showed that working using a well-oriented methodology we were able to deliver a successful MVP and achieve the results expected with up to 55% match.
