Personalized Item Recommendations Task

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A Personalized Item Recommendations Task is an item recommendations task that is a personalization task.



References

2015

  • https://medium.com/netflix-techblog/learning-a-personalized-homepage-aa8ec670359a
    • QUOTE: Currently, the Netflix homepage on most devices is structured with videos (movies and TV shows) organized into thematically coherent rows presented in a two-dimensional layout. Members can scroll either horizontally on a row to see more videos in that row or vertically to see other rows. Thus, a key part of our personalization approach is how we choose rows to display on the homepage. This involves figuring out how to select the rows most relevant to each member, how to populate those rows with videos, and how to arrange them on the limited page area such that selecting a video to watch is intuitive.