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Recipe suggestion for meal-sharing online Marketplaces

Robert, Julien (2020) Recipe suggestion for meal-sharing online Marketplaces.

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Abstract:Meal-Sharing platforms, being part of the sharing economy, need strong user retention. Based on the principle that a recipe suggestion algorithm can help to increase user retention of such platform, this paper investigates the design of a recommender system for recipe suggestions. Different recommender system model are evaluated and compared using metrics such as meal sellability, RMSE, Recall and Precision. As no data is available of meal- sharing platform, this paper investigates on how to create a dataset that can be used by the recommender system. The comparaison of the models is done thanks a recommender system prototype.
Item Type:Essay (Bachelor)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:54 computer science
Programme:Business & IT BSc (56066)
Link to this item:http://purl.utwente.nl/essays/82079
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