Preference learning and similarity learning perspectives on personalized recommendation

• المؤلف الرئيسي: LE, Duy Dung
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2019
• الموضوعات: Personalized Recommendation; Indexing; Recommendation Retrieval; Similarity Learning; Multiperspective Similarity Learning; Computer Engineering; Programming Languages and Compilers
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/etd_coll/241; https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=1241&context=etd_coll
• المؤسسة: 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...