[Submitted on 27 Jun 2024]
View a PDF of the paper titled WineGraph: A Graph Representation For Food-Wine Pairing, by Zuzanna Gawrysiak and 2 other authors
Abstract:We present WineGraph, an extended version of FlavorGraph, a heterogeneous graph incorporating wine data into its structure. This integration enables food-wine pairing based on taste and sommelier-defined rules. Leveraging a food dataset comprising 500,000 reviews and a wine reviews dataset with over 130,000 entries, we computed taste descriptors for both food and wine. This information was then utilised to pair food items with wine and augment FlavorGraph with additional data. The results demonstrate the potential of heterogeneous graphs to acquire supplementary information, proving beneficial for wine pairing.
Submission history
From: Agnieszka Ławrynowicz [view email]
[v1]
Thu, 27 Jun 2024 11:11:19 UTC (1,605 KB)
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