Grapevine: A Wine Prediction Algorithm Using Multi-dimensional Clustering Methods

June 29, 2018 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Richard Diehl Martinez, Geoffrey Angus, Rooz Mahdavian arXiv ID 1807.00692 Category cs.IR: Information Retrieval Cross-listed cs.LG, stat.ML Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
We present a method for a wine recommendation system that employs multidimensional clustering and unsupervised learning methods. Our algorithm first performs clustering on a large corpus of wine reviews. It then uses the resulting wine clusters as an approximation of the most common flavor palates, recommending a user a wine by optimizing over a price-quality ratio within clusters that they demonstrated a preference for.
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