Tag: Elasticsearch

Recommender system for eco-friendly accommodations

February 25, 2015April 27, 2016 | by Bostjan

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 …

Research

Predictive API and Decision as a Service

January 27, 2015April 27, 2016 | by Bostjan

The key challenge that existing predictive analytics software has not been able to solve is how to extract knowledge from data quickly and put it into the hands of data owners to make better, more informed decisions. Separating decision-making from application process logic is often beneficial, hence designing adaptive predictive models based on Software as …