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
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.