Recommendation Engine

Services: Matrix Factorization, NLP
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Challenge

HomeAway, an Expedia company wanted to personalize the short-term rental search process to drive more transactions.

 

Solution

Built a hybrid recommendation system that had a two embedding matching algorithm. It use data on users and properties to make more accurate recommendations.

 

Outcome

Created a more personalized approach to property recommendations.