The proposed method involves analyzing historical culinary recipes through topic modeling and data visualization. It utilizes an unsupervised pipeline, pre-trained language models, and visualization techniques. The method was thoroughly tested on English-language cookbooks and provides information on the evolution of culinary practices.

A Comparative Analysis of Historical Culinary Recipes Using Topic Modeling and Data Visualization

Artese M. T.;Gagliardi I.
2024

Abstract

The proposed method involves analyzing historical culinary recipes through topic modeling and data visualization. It utilizes an unsupervised pipeline, pre-trained language models, and visualization techniques. The method was thoroughly tested on English-language cookbooks and provides information on the evolution of culinary practices.
2024
Istituto di Matematica Applicata e Tecnologie Informatiche - IMATI - Sede Secondaria Milano
Clustering
Data Visualization
Historical Culinary Recipes
Large Language Models (LLM)
Topic Modelling
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/527243
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