Intelligent Food Recipes Recommendation System
Student: Tarila Sharon Yinkere (Project, 2025)
Department of Computer Science
University of Port-Harcourt, Rivers State
Abstract
The project focuses on developing an Intelligent Food Recipes Recommendation System, aimed at assisting users in discovering new recipes based on their preferences, dietary restrictions, and available ingredients. The system utilizes a combination of machine learning algorithms, Object-Oriented System Analysis and Design Methodology (OOSADM), and collaborative filtering techniques to analyze user input and suggest personalized recipes. Using Object-Oriented System Analysis and Design (OOSAD) methodology, the system architecture is carefully crafted to support modularity, reusability and scalability. The collaborative filtering approach enables the system to analyze user preferences and behaviors, using data from similar users to recommend recipes that align with individual tastes and dietary requirements. Python serves as the primary programming language, chosen for its versatility and rich ecosystem of libraries suitable for data processing, machine learning, and recommendation system development. This recommendation system aims to enhance user satisfaction by delivering relevant recipes, with potential applications in personalized nutrition, meal planning, and culinary exploration.
Keywords
For the full publication, please contact the author directly at: sharonyinkere@gmail.com
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Institutions
- HASSAN USMAN KATSINA POLYTECHNIC (NCE), KATSINA, KATSINA STATE 4
- Hassan Usman Katsina Polytechnic, Katsina, Katsina State 5
- Heritage Polytechnic, Ikot Udota, Akwa Ibom State 46
- Hussaini Adamu Federal Polytechnic, Kazaure, Jigawa State 8
- Ibrahim Badamasi Babangida University, Lapai, Niger State 24
- Igbinedion University, Okada, Benin City, Edo State 2
- Ignatius Ajuru University of Education, Port Harcourt, Rivers State 8
- Imo State Polytechnic, Umuagwo, Owerri, Imo State 3
- Imo State University, Owerri, Imo State 45
- Institute of Management and Technology, Enugu, Enugu State 11