Modeling the Dynamics of User Preferences for Sequence-Aware Recommendation Using Hidden Markov Models

14 May 2019Farzad EskandanianBamshad Mobasher

In a variety of online settings involving interaction with end-users it is critical for the systems to adapt to changes in user preferences. User preferences on items tend to change over time due to a variety of factors such as change in context, the task being performed, or other short-term or long-term external factors... (read more)

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