International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 11 Issue: 01 | Jan 2024
p-ISSN: 2395-0072
www.irjet.net
Smart Canteen Management System using Naïve Bayes Algorithm P.Praneetha1, Dr.K.Srinivasa Rao2, G.S.Prabhu Kiran3, P.Vasantha4,P.Vasu5,N.Charles Bunny6 1CST, Sri Vasavi Engineering College(A), Pedatadepalli, Tadepalligudem-534101
2Ass Professor, Department of AIML, Sri Vasavi Engineering College(A),Pedatadepalli, Tadepalligudem-534101 3CST, Sri Vasavi Engineering College(A), Pedatadepalli, Tadepalligudem-534101
4CST, Sri Vasavi Engineering College(A), Pedatadepalli, Tadepalligudem-534101 5CST, Sri Vasavi Engineering College(A), Pedatadepalli, Tadepalligudem-534101
6CST, Sri Vasavi Engineering College(A), Pedatadepalli, Tadepalligudem-534101
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - The "Smart Canteen Management System"
about advancing technology; it's focused on enhancing the lives of students on campus. Picture a time when your canteen visits are all about efficiency and technology. Imagine a situation that enables us to say goodbye to those frustratingly long lines, and welcome an effortless, enjoyable dining experience.
project aims to revolutionize the traditional canteen experience in educational institutions by leveraging modern technologies and automation. This system offers an efficient and convenient approach to managing canteen operations, enabling seamless transactions,improved resource utilization, and enhanced user experience for both faculty members and students .It will bring numerous benefits, including reduced waiting times, increased efficiency, improved inventory management, and enhanced user satisfaction .Here we use Naïve bayes algorithm for classification used for classifier tasks. Every person eats at least twice or three times daily, therefore during that time it can aid them without delaying their schedule. This solution is made to be adaptable and may be customized to meet the particular needs of various educational institutions. It aims to provide a modern and technologically advanced dining experience in the school or college cafeteria, making it more convenient and adaptable to the specific needs of each institution.
With the "Smart Canteen Management System," it's all about putting your needs first, ensuring that your time in the canteen is not just effective but also filled with satisfaction. This marks a step towards making dining on campus more enjoyable and efficient, guaranteeing that every moment spent in the cafeteria is time well invested. So, brace yourself for a future of campus dining where convenience and efficiency reign supreme .
1.1.Objective A smart canteen management system streamlines operations, optimizing order processing and inventory control for heightened efficiency. By offering a seamless user experience through personalized menus and quick transactions, it enhances overall satisfaction. Informed decision- making is facilitated through advanced analytics, ensuring adaptability and resource optimization for sustained operational excellence.
Keywords— Canteen management , Naïve Bayes , Educational Institutions , Web Technologies ,Django framework.
1.INTRODUCTION
1.2.Scope
We're all searching for creative methods to streamline our daily routines in the hectic world of education today, where every second counts. We need efficiency and convenience, whether we're racing to lectures, balancing assignments, or attempting to fit in extracurricular activities. The "Smart Canteen Management System" is ready to change how we perceive school and college canteens at this point.Consider the issues that are all-toocommon in traditional canteens: the never-ending lineups, the paper-based processes, and the ongoing battle to keep things moving efficiently. These problems affect not just the
1.User-Friendly Ordering: Streamline canteen operations with an intuitive online ordering system for users, enabling convenient customization and quick transactions. 2.Efficient POS Integration: Seamlessly integrate with point-of-sale systems, facilitating smooth in-person transactions and supporting diverse payment methods. 3.Smart Inventory Management: Optimize stock levels with automated alerts for low inventory, supplier management, and real-time tracking for efficient supply chain management.
personnel and students, but also the general effectiveness of our institutions and universities. The "Smart Canteen Management System" is on a mission, and that's the thrilling part. This groundbreaking initiative isn't just
© 2024, IRJET
|
Impact Factor value: 8.226
4.Insightful Analytics: Gain valuable insights into sales, popular items, and customer preferences through robust reporting and analytics tools.
|
ISO 9001:2008 Certified Journal
|
Page 91