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• W63978059 abstract "Personalization is important for search engines to improve user experience. Most of the existing work do pure feature engineering and extract a lot of session-style features and then train a ranking model. Here we proposed a novel way to model both long term and short term user behavior using Multi-armed bandit algorithm. Our algorithm can generalize session information across users well, and as an Explore-Exploit style algorithm, it can generalize to new urls and new users well. Experiments show that our algorithm can improve performance over the default ranking and outperforms several popular Multi-armed bandit algorithms." @default.
• W63978059 created "2016-06-24" @default.
• W63978059 creator A5024458646 @default.
• W63978059 date "2015-02-03" @default.
• W63978059 modified "2023-09-27" @default.
• W63978059 title "Personalized Web Search." @default.
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• W63978059 hasPublicationYear "2015" @default.
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