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.
翻译:我们提出需要建议系统,以便利用成员国在本届会议期间的互动,满足成员国当前的意愿。我们概述了在Netflix搜索背景下的终端到终端的会期适应性建议系统。我们在开发生产规模的这种系统时讨论了挑战和潜在解决方案。