Smart Booking Without Looking: Providing Hotel Recommendations in the TripRebel Portal

In this paper, we present a scalable hotel recommender system for TripRebel, a new online booking portal. On the basis of the opensource enterprise search platform Apache Solr, we developed a system architecture with Web-based services to interact with indexed data at large scale as well as to provide hotel recommendations using various state-of-the-art recommender algorithms. We demonstrate the efficiency of our system directly using the live TripRebel portal where, in its current state, hotel alternatives for a given hotel are calculated based on data gathered from the Expedia Affiliate Network (EAN).

Traub Matthias, Kowald Dominik, Lacic Emanuel, Schoen Pepijn, Supp Gernot, Lex Elisabeth

Veröffentlicht in: In Proceeding of 15th International Conference on Knowledge Technologies and Data-driven Business

hotel recommendations; TripRebel; Apache Solr; Expedia; scalable recommender framework; collaborative filtering

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