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Two-stage system using item features for next-item recommendation

The next-item recommendation task aims to predict the item that a user is likely to interact with next, given the previous transactions of the user. In this paper, we explore the use of discrete item features to improve the performance of a next-item recommendation system. We design a hybrid embeddi...

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Autori principali: Madiraju Srilakshmi, Gourab Chowdhury, Sudeshna Sarkar
Natura: Artigo
Lingua:Inglês
Pubblicazione: Elsevier 2022-05-01
Serie:Intelligent Systems with Applications
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Accesso online:http://www.sciencedirect.com/science/article/pii/S2667305322000114
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