Knowledge graphs are a way of representing information that can capture complex relationships more easily than conventional databases. At Amazon, we use ...

This year, for the first time in its 26-year history, The Web Conference (formerly known as WWW) will be entirely virtual, streaming interactively over both ...

For the first time in its 26-year history, The Web Conference was held online in 2020, with content streaming interactively over both Zoom and Amazon Chime ...

During The Web Conference in April, Amazon scientists and scholars joined external researchers, policy makers, developers and others for an all-virtual ...

In the last few years, graph neural networks (GNNs) have emerged as a promising new supervised learning framework capable of bringing the power of deep ...

Xin Luna Dong, a senior principal scientist at Amazon, leads research on Amazon’s product graph, a huge graphical representation of the products in the ...

Knowledge graphs are an extremely efficient way to represent information, but the standard techniques for analyzing them, which involve tracing connections ...

The field of machine learning is evolving at a rapid pace, with the regular release of new models that promise improvements over their predecessors. ...

Famously, in 1998, the first research paper about Google’s ranking algorithm was turned down by more-established academic conferences on information ...

One of the ways that Amazon makes online shopping more convenient for customers is by caching the results of popular product queries. If a lot of people are ...