Modeling Dynamic User Interests: A Neural Matrix Factorization Approach
Author(s)Dhillon, Paramveer S; Aral, Sinan
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<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>
DepartmentSloan School of Management
Institute for Operations Research and the Management Sciences (INFORMS)
Dhillon, Paramveer S and Aral, Sinan. 2021. "Modeling Dynamic User Interests: A Neural Matrix Factorization Approach." Marketing Science, 40 (6).
Author's final manuscript