Probabilistic models for contextual agreement in preferences

• Main Authors: DO, Loc, LAUW, Hady W.
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2016
• 主題: User preference; contextual agreement; generative model; Databases and Information Systems; Theory and Algorithms
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/3353; https://ink.library.smu.edu.sg/context/sis_research/article/4355/viewcontent/ProbabilisticModelsContextual.pdf

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...