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Context-Driven Recommendations based on User Reviews

Context-Driven Recommendations based on User Reviews

July 24 @ 12:00 am - 1:00 pm

Recommender systems are ubiquitous: from Netflix to Spotify and beyond. But recommendations should not only be personalized; often they need to be contextualized too. However, many context-aware and context-driven recommender systems use a very limited representation of context. We show how we use topic modeling to mine user reviews to obtain a much richer, open ended context representation that we can incorporate into a context-driven recommender […]

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