Search Results for author: Jaeri Lee

Found 2 papers, 2 papers with code

Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation

1 code implementation19 Oct 2022 Jongjin Kim, Hyunsik Jeon, Jaeri Lee, U Kang

However, it is challenging to tackle aggregate-level diversity with a matrix factorization (MF), one of the most common recommendation model, since skewed real world data lead to skewed recommendation results of MF.

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Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge

1 code implementation12 Aug 2022 Hyunsik Jeon, Jongjin Kim, Hoyoung Yoon, Jaeri Lee, U Kang

SmartSense then summarizes sequences of users considering queried contexts in a query-attentive manner to extract the query-related patterns from the sequential actions.

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