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Behavior Pattern Mining-based Multi-Behavior Recommendation

Published in Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval • Jul 10, 2024
NobleIDNI6P15W07R42S05
Authors:
Haojie Li
,
Zhiyong Cheng
,
Xu Yu

Abstract

Multi-behavior recommendation systems enhance effectiveness by leveraging auxiliary behaviors (such as page views and favorites) to address the limitations of traditional models that depend solely on sparse target behaviors like purchases. Existing approaches to multi-behavior recommendations typica...

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