The e-Commerce industries require efficient recommendation model to maximize the profit and user satisfaction. Recommendation system assists consumers to find their relevant items of interest. The state-of-art models are designed by considering long-term consumer context. However, in the current...

This article analyses the ethical aspects of multi-stakeholder recommendation systems (RSs). Following the most common approach in the literature, we assume a consequentialist framework to introduce the main concepts of multi-stakeholder recommendation. We then consider three research questions:...

Problem definition: We study personalized product recommendations on platforms when customers have unknown preferences. Importantly, customers may disengage when offered poor recommendations.Academic / Practical Relevance: Online platforms often personalize product recommendations using bandit...