Building the Product Knowledge Graph at Amazon with Luna Dong - #457
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Building Knowledge Graphs: From Ice Cream to Industry
This chapter discusses the complexities of constructing product knowledge graphs through web crawling and embedding techniques, using ice cream flavors as a case study for illustrating relationships in data. It addresses the practical applications of knowledge graphs in enhancing user experiences in search and recommendations, as well as the challenges faced by smaller businesses. The conversation also touches on the future of knowledge graphs and the importance of standardization and collaboration in data sharing among companies.
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