Modeling sequential preferences with dynamic user and context factors

• Main Authors: LE, Duc Trong, FANG, Yuan, LAUW, Hady W.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: sequential preference; generative model; user-biased emission; context-biased transition; Databases and Information Systems; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/3355; https://ink.library.smu.edu.sg/context/sis_research/article/4357/viewcontent/ModelingSequentialPreferences.pdf; https://ink.library.smu.edu.sg/context/sis_research/article/4357/filename/0/type/additional/viewcontent/431508_1_En_10_MOESM1_ESM.pdf
• Institution: Singapore Management University

Users express their preferences for items in diverse forms, through their liking for items, as well as through the sequence in which they consume items. The latter, referred to as “sequential preference”, manifests itself in scenarios such as song or video playlists, topics one reads or writes about...