2min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Building the Product Knowledge Graph at Amazon with Luna Dong - #457

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Machine Learning to Scale Up Knowledge Graphs

When you say high quality and clean data, I think of curated, and that often has the connotation of human curation. This is one of the areas where you might want to apply machine learning to improve your ability to deliver a Knowledge Graph. There are so many products, and also there are so many entities in the world, actually. And with all of these many different product types, each type has its unique product properties. So that's why machine learning plays a critical role to scale up.

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