Search Results for author: Sebastian Heinz

Found 2 papers, 0 papers with code

An LSTM-Based Dynamic Customer Model for Fashion Recommendation

no code implementations24 Aug 2017 Sebastian Heinz, Christian Bracher, Roland Vollgraf

Online fashion sales present a challenging use case for personalized recommendation: Stores offer a huge variety of items in multiple sizes.

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Fashion DNA: Merging Content and Sales Data for Recommendation and Article Mapping

no code implementations8 Sep 2016 Christian Bracher, Sebastian Heinz, Roland Vollgraf

Interpretation of the metric of these spaces is straightforward: The product of Fashion DNA and customer style vectors yields the forecast purchase likelihood for the customer-item pair, while the angle between Fashion DNA vectors is a measure of item similarity.

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