Explainable recommendation with comparative constraints on product aspects

• Main Authors: LE, Trung-Hoang, LAUW, Hady W.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: comparative constraints; explainable recommendation; Databases and Information Systems; Data Science; E-Commerce
• Online Access: https://ink.library.smu.edu.sg/sis_research/5953; https://ink.library.smu.edu.sg/context/sis_research/article/6956/viewcontent/wsdm21a.pdf
• Institution: Singapore Management University

To aid users in choice-making, explainable recommendation models seek to provide not only accurate recommendations but also accompanying explanations that help to make sense of those recommendations. Most of the previous approaches rely on evaluative explanations, assessing the quality of an individ...