Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba

6 Mar 2018Jizhe WangPipei HuangHuan ZhaoZhibo ZhangBinqiang ZhaoDik Lun Lee

Recommender systems (RSs) have been the most important technology for increasing the business in Taobao, the largest online consumer-to-consumer (C2C) platform in China. The billion-scale data in Taobao creates three major challenges to Taobao's RS: scalability, sparsity and cold start... (read more)

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