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Mar, 2022
AI匹配:使用嵌入的两步方法进行模式匹配
It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings
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Benjamin Hättasch, Michael Truong-Ngoc, Andreas Schmidt, Carsten Binnig
TL;DR
本文提出了一种基于神经嵌入的端到端模式匹配新方法,该方法分为表匹配和属性匹配两步。实验结果表明,该方法能够以精确可靠的方式确定匹配,并且相较于传统模式匹配方法能找到非常规匹配点。
Abstract
Since data is often stored in different sources, it needs to be integrated to gather a global view that is required in order to create value and derive knowledge from it. A critical step in
data integration
is
schema ma
→