WSDM
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Multilingual shopping systems
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Amazon’s online shopping experience is available in a lot of different languages and a lot of different countries. But regardless of language or location, ...

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Why do customers buy seemingly irrelevant products?
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Product search algorithms, like the ones that help customers place orders through Alexa, aim at returning the products that are most relevant to users’ ...

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Preserving privacy in analyses of textual data
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Amazon prides itself on being the most customer-centric company on earth. That means maintaining the highest possible standards of both security and privacy ...

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Web Search and Data Mining conference is “extraordinarily selective”
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Amazon has strong ties to the Web Search and Data Mining (WSDM) conference, which starts next week in Houston. Amazon is a gold sponsor of the conference, ...

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How Alexa Shopping balances long-term research with short-term goals
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What’s the organizational model within Alexa Shopping?Broadly speaking, the Alexa Shopping science organization includes two types of roles: applied ...

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Amazon at WSDM: How the scale of the web makes old problems new
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Two of the three general chairs at this year’s ACM Conference on Web Search and Data Mining (WSDM) are scientists from Alexa Shopping’s offices in Haifa, ...

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Amazon panel discusses Alexa Prize and other applied science initiatives at WSDM 2021
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Amazon was a Platinum sponsor of WSDM 2021, a conference promoting best practices and advances in operations research, management science, and analytics to ...

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Amazon at WSDM: The future of graph neural networks
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George Karypis, a senior principal scientist at Amazon Web Services, is one of the keynote speakers at this year’s Conference on Web Search and Data Mining ...

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Using hyperboloids to improve product retrieval
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Many machine learning models depend on the concept of embedding, or mapping data to a representational space, where it can be manipulated or measured in ...

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Using hypergraphs to improve product retrieval
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Information retrieval engines like the one that helps Amazon customers find products in the Amazon Store commonly rely on bipartite graphs that map queries ...

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