JIO Interview Question | Recommendation
Question
What features would you use to build a recommendation algorithm for users?
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Machine Learning
4 years
1 Answer
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Great Grand Master 0
Answer ( 1 )
A few clarifying questions-
1. What product of Jio are we talking about here?
2. What kind of users? (We can use our features for segmentation)
As I would go into the interview prepared, I would know that this is Jio Cinema being talked about (something like Netflix).
Some features I can think of (to be used in the recommendation algorithm, which would be a mix of collaborative and content-based recommendations)-
1. User details – age, location, date of account creation, login etc.
2. Shows/Movies watched and when (feedback could be collected when user is watching a particular show to improve the training data for the model).
3. Genres watched and how much.