This work creates new random utility models able to capture a cognitive heuristic known as consideration set theory. These choice models, which capture cardinality context effects in addition to item and user attributes, are ideal for recommending personalized assortments in online subscription...

In peer-to-peer logistics platforms, capacity cannot be set. Instead, capacity must be enticed from decentralized suppliers (who provide access to their resources). Current peer-to-peer platforms for crowdsourced delivery and ride-sharing do not operationally prioritize suppliers' underutilized...