A hybrid b2b app recommender system

Alexandru Oprea,Thomas Hornung,Cai-Nicolas Ziegler,Holger Eggs,Georg Lausen

ICWE'13 Proceedings of the 13th international conference on Web Engineering（2013）

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摘要

Recommender systems are integral to B2C e-commerce, with little use so far in B2B. We present a live recommender system that operates in a domain where users are companies and the products being recommended B2B apps. Besides operating in an entire new domain, the SAP Store recommender is based on a weighted hybrid design, making use of a novel confidence-based weighting scheme for combining ratings. Evaluations have shown that our system performs significantly better than a top-seller recommender benchmark.

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关键词

recommender system,entire new domain,live recommender system,b2b app recommender system,novel confidence-based weighting scheme,weighted hybrid design,b2b apps,top-seller recommender benchmark,sap store recommender,b2c e-commerce

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