Clustering and Display of Recipes

Patent №

US 9,483,547

Granted

2016-11-01

Filed 2014

Owner

YUMMLY, INC.

Lab

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14292128

Recipes are hierarchically clustered into groups based on features of the recipes. Candidate clusters with a threshold number of clustered recipes having at least one feature in common are found by traversing the hierarchy. A plurality of clusters is selected for display to a user from among the candidates based on an objective function that considers the relevancy of the cluster as well as diversity of the clusters. A plurality of recipes within each selected cluster is selected for display to a user from among the recipes within the cluster based on an objective function that considers the quality of the recipe as well as the diversity of the recipes within the cluster. At least one feature that all of the recipes in a respective cluster have in common is used to generate a name for the cluster.

AI classification

Natural language1.00
Knowledge representation1.00
Evolutionary computation0.95
AI hardware0.90
Vision0.85
Machine learning0.82
Planning0.65
Speech0.00

Ownership

YUMMLY, INC.

assignment · 330010746

Assignors

FELLER, DAVID B., GESHEL, VADIM, DRUCK, GREGORY ALLEN, JR., KOROLOV, IURII VOLODIMIROVICH

On an employer assignment, the assignors are typically the inventors.

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