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Attentive Long Short-Term Preference Modeling for Personalized Product Search
[article]
2018
arXiv
pre-print
E-commerce users may expect different products even for the same query, due to their diverse personal preferences. It is well-known that there are two types of preferences: long-term ones and short-term ones. The former refers to user' inherent purchasing bias and evolves slowly. By contrast, the latter reflects users' purchasing inclination in a relatively short period. They both affect users' current purchasing intentions. However, few research efforts have been dedicated to jointly model
arXiv:1811.10155v1
fatcat:ser276xjc5ebnbhj3axpyvkaum