Deep Field-Aware Interaction Machine for Click-Through Rate Prediction

Modeling feature interactions is of crucial importance to predict click-through rate (CTR) in industrial recommender systems. Because of great performance and efficiency, the factorization machine (FM) has been a popular approach to learn feature interaction. Recently, several variants of FM are pro...

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Bibliographic Details
Main Authors: Gaofeng Qi, Ping Li
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mobile Information Systems
Online Access:http://dx.doi.org/10.1155/2021/5575249