Cook Smart: An Ingredient-Centric Recipe Recommendation Framework

CookSmart is a smart web-based system designed to recommend personalized recipes based on available ingredients entered by users. In today’s fast-paced world, individuals often struggle to decide what to cook with the ingredients they have. Our system solves this problem using Natural Language Processing (NLP) and Machine Learning (ML) to recommend recipes in real time. The user inputs a list of ingredients, and the system searches for the most relevant recipes using similarity matching and displays them along with video tutorials. The goal is to minimize food waste and enhance user convenience through an intelligent, ingredient-centric approach.

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Publication Details

Journal
International Research Journal on Advanced Engineering Hub (IRJAEH)
Published
2025-05-05
DOI
https://doi.org/10.47392/irjaeh.2025.0299
Primary Topic
Culinary Culture and Tourism
Type
article
Field-Weighted Citation Impact
0.00
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article

Cook Smart: An Ingredient-Centric Recipe Recommendation Framework

Gudade Tejasvini, Patil Eshwari, Tawale Gauri, Prof. R. C. Pachhade
11 links
International Research Journal on Advanced Engineering Hub (IRJAEH)
Culinary Culture and Tourism
article

Cook Smart: An Ingredient-Centric Recipe Recommendation Framework

Gudade Tejasvini, Patil Eshwari, Tawale Gauri, Prof. R. C. Pachhade
article en

Abstract

CookSmart is a smart web-based system designed to recommend personalized recipes based on available ingredients entered by users. In today’s fast-paced world, individuals often struggle to decide what to cook with the ingredients they have. Our system solves this problem using Natural Language Processing (NLP) and Machine Learning (ML) to recommend recipes in real time. The user inputs a list of ingredients, and the system searches for the most relevant recipes using similarity matching and displays them along with video tutorials. The goal is to minimize food waste and enhance user convenience through an intelligent, ingredient-centric approach.

International Research Journal on Advanced Engineering Hub (IRJAEH)Vol. 3(05)
Dr. Vitthalrao Vikhe Patil Foundation’s Medical College (IN)
Openalex Percentile: Top 89%
Culinary Culture and Tourism
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