无需查看即可智能预订:在TripRebel门户网站上提供酒店推荐

Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI:10.1145/2809563.2809616

Matthias Traub, Dominik Kowald, Emanuel Lacić, Pepijn Schoen, Gernot Supp, E. Lex

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引用次数: 4

摘要

在本文中，我们为TripRebel(一个新的在线预订门户网站)提供了一个可扩展的酒店推荐系统。在开源企业搜索平台Apache Solr的基础上，我们开发了一个基于web服务的系统架构，用于与大规模索引数据交互，并使用各种最先进的推荐算法提供酒店推荐。我们直接使用TripRebel实时门户网站来展示我们系统的效率，在该网站的当前状态下，根据从Expedia联盟网络(EAN)收集的数据计算给定酒店的酒店选择。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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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 open-source 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).

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Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business

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