An explainable multi-agent recommendation system for energy-efficient decision support in smart homes
Alona Zharova,
Annika Boer,
Julia Knoblauch
et al.
Abstract:Transparent, understandable, and persuasive recommendations support the electricity consumers’ behavioral change to tackle the energy efficiency problem. This paper proposes an explainable multi-agent recommendation system for load shifting for household appliances. First, we extend a novel multi-agent approach by designing and implementing an Explainability Agent that provides explainable recommendations for optimal appliance scheduling in a textual and visual manner. Second, we enhance the predictive capacit… Show more
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