A Simple Convolutional Generative Network for Next Item Recommendation.
WSDM, pp.582-590, (2019)
Convolutional Neural Networks (CNNs) have been recently introduced in the domain of session-based next item recommendation. An ordered collection of past items the user has interacted with in a session (or sequence) are embedded into a 2-dimensional latent matrix, and treated as an image. The convolution and pooling operations are then ap...More
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