From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise through Online Reviews

18 Mar 2013Julian McAuleyJure Leskovec

Recommending products to consumers means not only understanding their tastes, but also understanding their level of experience. For example, it would be a mistake to recommend the iconic film Seven Samurai simply because a user enjoys other action movies; rather, we might conclude that they will eventually enjoy it -- once they are ready... (read more)

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