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arxiv: 2206.02254 · v1 · pith:46QXVWXZnew · submitted 2022-06-05 · 💻 cs.IR · cs.AI· cs.LG

Augmenting Netflix Search with In-Session Adapted Recommendations

classification 💻 cs.IR cs.AIcs.LG
keywords in-sessionnetflixrecommendationssearchsystemadaptedadaptiveaugmenting
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We motivate the need for recommendation systems that can cater to the members in-the-moment intent by leveraging their interactions from the current session. We provide an overview of an end-to-end in-session adaptive recommendations system in the context of Netflix Search. We discuss the challenges and potential solutions when developing such a system at production scale.

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