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1 points•0 comments•4d ago•by skadamat•recipescape.kixlab.org ↗

RecipeScape: An Interactive Tool for Analyzing Cooking Instructions at Scale

RecipeScape is an interactive tool for analyzing cooking instructions at scale, offering visual components to cluster, compare, and analyze recipes for a given dish. It uses a computational pipeline that converts recipe text into a tree representation via POS tagging and human annotation, calculates weighted tree-edit distances guided by word embeddings, and builds a distance matrix for hierarchical clustering. Data are collected by crawling schema.org Recipe entries from recipe sites, and a study with 500 recipes across two dishes shows the system can identify distinct procedural approaches and usage patterns of ingredients and actions.

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