How to integrate Association Rules to new Dataset

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I generated a list of Rules using arules in R on a transactional dataset. Now, I have a new dataset with a list of customer and the list of products they bought over the past 2 months.

My goal is to recommend new relevant products to those customers using the rules I got from the transactional data. But I can't find a way to automically apply a recommendation(rules) to a customer based on its purchases.

Any advices would be welcome.

Thanks.

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Have a look at package recommenderlab. This document shows how to do what you would like to do.