Towards personalized data-driven bundle design with QoS constraint

• Main Authors: MISIR, Mustafa, LAU, Hoong Chuin
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Bundling; Dynamic recommendation; Static recommendation; Customer segmentation; Recommender systems; Matrix factorization; Computer Sciences; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/4680; https://ink.library.smu.edu.sg/context/sis_research/article/5683/viewcontent/Towards_Personalized_Data_av.pdf
• Institution: Singapore Management University

In this paper, we study the bundle design problem for offering personalized bundles of services using historical consumer redemption data. The problem studied here is for an operator managing multiple service providers, each responsible for an attraction, in a leisure park. Given the specific struct...