Preference learning and similarity learning perspectives on personalized recommendation

• Main Author: LE, Duy Dung
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Personalized Recommendation; Indexing; Recommendation Retrieval; Similarity Learning; Multiperspective Similarity Learning; Computer Engineering; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/etd_coll/241; https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1241&context=etd_coll
• Institution: Singapore Management University

Personalized recommendation, whose objective is to generate a limited list of items (e.g., products on Amazon, movies on Netflix, or pins on Pinterest, etc.) for each user, has gained extensive attention from both researchers and practitioners in the last decade. The necessity of personalized recomm...