As as part of EU project EcoDots we built a recommender system for eco-friendly accommodations at the website ecobnb.com. The system leverages Prediction.IO platform and Elasticserach to offer recommendations as a service. G. Slapnicar et al.: Recommender System as a Service based on the Alternating Least Squares Algorithm (IS 2015) In this paper, we describe …