Modeling Dynamic User Interests: A Neural Matrix Factorization Approach

<jats:p> We propose an interpretable model that combines the simplicity of matrix factorization with the flexibility of neural networks to model evolving user interests by efficiently extracting nonlinear patterns from massive text data collections. </jats:p>

Manylion Llyfryddiaeth
Prif Awduron: Dhillon, Paramveer S, Aral, Sinan
Awduron Eraill: Sloan School of Management
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Institute for Operations Research and the Management Sciences (INFORMS) 2022
Mynediad Ar-lein:https://hdl.handle.net/1721.1/144068