论文标题

通过会议上适应的建议增强Netflix搜索

Augmenting Netflix Search with In-Session Adapted Recommendations

论文作者

Bhattacharya, Moumita, Lamkhede, Sudarshan

论文摘要

我们激发了推荐系统的需求,这些系统可以通过利用当前会议的相互作用来满足成员的意图。我们提供了Netflix搜索中端到端的自适应建议系统的概述。我们讨论在生产规模开发这种系统时的挑战和潜在解决方案。

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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