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On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm

By Hongzhi Yin and others at
LogoUniversity of Queensland
and
LogoPeking University
Given the sheer volume of contemporary e-commerce applications, recommender systems (RSs) have gained significant attention in both academia and industry. However, traditional cloud-based RSs face inevitable challenges, such as resource-intensive computation, reliance on network access, and privacy breaches. In response, a new paradigm called on-device recommender systems (ODRSs) has emerged... Show more
December 18, 2023
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On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm
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