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Jan, 2013
高维线性赌博机和推荐系统
Linear Bandits in High Dimension and Recommendation Systems
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Yash Deshpande, Andrea Montanari
TL;DR
该研究使用线性参数化多臂赌博机模型来提高在线服务推荐新产品、视频、歌曲和广告的效果,得到了能够满足用户喜好探索和系统数据调查的解决方案,并在Netflix和MovieLens数据集上进行了测试。
Abstract
A large number of
online services
provide automated
recommendations
to help users to navigate through a large collection of items. New items (products, videos, songs, advertisements) are suggested on the basis of
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