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How to recommend in this case?

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@poonia_mukul wrote:

I have 2 matrix. One on the requirements from the company side, and another on the qualification from employee side. I want to build a recommender system where the output is for all the companies 3 recommendations for the best match from the employees.

Kindly give your suggestions on how I can proceed. I am trying my hand on Constraint based recommender model using R.

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