Probabilistic models for contextual agreement in preferences

• Main Authors: DO, Loc, LAUW, Hady W.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: User preference; contextual agreement; generative model; Databases and Information Systems; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/3353; https://ink.library.smu.edu.sg/context/sis_research/article/4355/viewcontent/ProbabilisticModelsContextual.pdf
• Institution: Singapore Management University

The long-tail theory for consumer demand implies the need for more accurate personalization technologies to target items to the users who most desire them. A key tenet of personalization is the capacity to model user preferences. Most of the previous work on recommendation and personalization has fo...