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Explainable Recommendation: A Survey and New Perspectives
Explainable recommendation attempts to develop models that generate not only high-quality recommendations but also intuitive explanations.The explanations may either be post-hoc or directly come from an explainable model (also called interpretable or transparent model in some contexts).Explainable recommendation tries to address the problem of why: by providing explanations to users …