Basket-sensitive personalized item recommendation

• Main Authors: LE, Duc Trong, LAUW, Hady W., FANG, Yuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Machine Learning; Learning Preferences or Rankings; Personalization and User Modeling; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/3765; https://ink.library.smu.edu.sg/context/sis_research/article/4767/viewcontent/ijcai17b.pdf
• Institution: Singapore Management University

Personalized item recommendation is useful in narrowing down the list of options provided to a user. In this paper, we address the problem scenario where the user is currently holding a basket of items, and the task is to recommend an item to be added to the basket. Here, we assume that items curren...