Correlation-sensitive next-basket recommendation

• Main Authors: LE, Duc Trong, LAUW, Hady Wirawan, FANG, Yuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Learning Preferences; Rankings; Recommender Systems; Databases and Information Systems; Operations Research, Systems Engineering and Industrial Engineering; Sales and Merchandising
• Online Access: https://ink.library.smu.edu.sg/sis_research/4434; https://ink.library.smu.edu.sg/context/sis_research/article/5437/viewcontent/main.pdf
• Institution: Singapore Management University

Items adopted by a user over time are indicative ofthe underlying preferences. We are concerned withlearning such preferences from observed sequencesof adoptions for recommendation. As multipleitems are commonly adopted concurrently, e.g., abasket of grocery items or a sitting of media consumption,...