Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2021.3050407
Abstract: Capturing the dynamics in user preference is crucial to better predict user future behaviors because user preferences often drift over time. Many existing recommendation algorithms – including both shallow and deep ones – often model… read more here.
Keywords: sequential recommendation; recommendation; dictionary learning; dynamic preferences ... See more keywords
Matching-Updating Mechanism: A Solution for the Stable Marriage Problem with Dynamic Preferences
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DOI: 10.3390/e24020263
Abstract: We studied the stable marriage problem with dynamic preferences. The dynamic preference model allows the agent to change its preferences at any time, which may cause instability in a matching. However, preference changing in SMP… read more here.
Keywords: problem dynamic; dynamic preferences; stable marriage; mechanism ... See more keywords