Non-binary evaluation of next-basket food recommendation

• Main Authors: LIU, Yue, ACHANANUPARP, Palakorn, LIM, Ee-peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Next-basket recommendation; Food recommendation; Non-binary relevance; Evaluation metrics; User study; Databases and Information Systems; Food Science; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/7900; https://ink.library.smu.edu.sg/context/sis_research/article/8903/viewcontent/Non_binary_evaln_next_basket_sv_cc_by.pdf
• Institution: Singapore Management University

Next-basket recommendation (NBR) is a recommendation task that predicts a basket or a set of items a user is likely to adopt next based on his/her history of basket adoption sequences. It enables a wide range of novel applications and services from predicting next basket of items for grocery shoppin...