What is the minimum interaction per item needed for Amazon Personalize SIMS recipe?

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What is the minimum interaction needed for an item so that Amazon Personalize SIMS return a custom SIMS list instead of top popularity? What happens if a product has only 1,2,3 historical interactions?...

AWS
EXPERT
asked 3 years ago226 views
1 Answer
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Accepted Answer

You can tune what has relevance - so you can specify the minimum number of user co-interactions between two items (defaults to 3), have more or less influence to long or short user histories (ignore me as I buy 2 things a year, or ignore you as buy 1000 per day), and also tune the min/max percentiles where you want to include or ignore item interaction counts.

So as the co-interaction value defaults to 3, that’s the default, but tune it if you want. You could make it so that an item with just 2 people co-interacting with it once is included, but normally the percentile settings would rule those out.

AWS
EXPERT
answered 3 years ago

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