Crop Recommendation System Using ML Algorithm
Abstract & Details
Research Area
Computer Science and Engineering
Keywords
Machine Learning Algorithms
Crop Yield Prediction
Crop Recommendation System
etc.
Abstract
Agriculture is the backbone of the global economy and plays a crucial role in ensuring food security. However, the choice of crops to cultivate is a complex decision that depends on various factors, including soil quality, climate, and market demand. Traditional crop selection methods often rely on anecdotal knowledge or outdated practices, leading to suboptimal yields and environmental concerns. To address these challenges, we propose a novel Crop Recommendation System (CRS) that leverages advanced Machine Learning (ML) algorithms to provide personalized and data-driven crop recommendations.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Vaishnavi Pravin Gondkar | Sharad Institute of Technology College of Engineering, Yadrav, Maharashtra |
| 2 | Prajakta Anil Pasare | Sharad Institute of Technology College of Engineering, Yadrav, Maharashtra |
| 3 | Vaishnavi Umesh Bhoite | Sharad Institute of Technology College of Engineering, Yadrav, Maharashtra |
| 4 | Goutam Kamble | Sharad Institute of Technology College of Engineering, Yadrav, Maharashtra |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Gondkar, Vaishnavi Pravin, Pasare, Prajakta Anil, Bhoite, Vaishnavi Umesh, & Kamble, Goutam (2023). Crop Recommendation System Using ML Algorithm. International Journal of Advance Research and Innovative Ideas In Education, 9(6), 1351-1356.
MLA Style
Gondkar, Vaishnavi Pravin, et al. "Crop Recommendation System Using ML Algorithm." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 6, 2023, pp. 1351-1356.
IEEE Style
Vaishnavi Pravin Gondkar, Prajakta Anil Pasare, Vaishnavi Umesh Bhoite, and Goutam Kamble, "Crop Recommendation System Using ML Algorithm," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 6, pp. 1351-1356, 2023.
Vancouver Style
Gondkar Vaishnavi Pravin, Pasare Prajakta Anil, Bhoite Vaishnavi Umesh, Kamble Goutam. Crop Recommendation System Using ML Algorithm. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(6):1351-1356.
Harvard Style
Gondkar, Vaishnavi Pravin, Pasare, Prajakta Anil, Bhoite, Vaishnavi Umesh, & Kamble, Goutam (2023) 'Crop Recommendation System Using ML Algorithm', International Journal of Advance Research and Innovative Ideas In Education, 9(6), pp. 1351-1356.
Chicago Style
Gondkar, Vaishnavi Pravin, et al. "Crop Recommendation System Using ML Algorithm." International Journal of Advance Research and Innovative Ideas In Education 9, no. 6 (2023): 1351-1356.
Turabian Style
Gondkar, Vaishnavi Pravin, et al. "Crop Recommendation System Using ML Algorithm." International Journal of Advance Research and Innovative Ideas In Education 9, no. 6 (2023): 1351-1356.
Related Research
CYBERSECURITY WITH AI
PDF Unavailable
DESIGN AND IMPLEMENTATION OF A SECURE IMAGE STEGANOGRAPHY SYSTEM USING LSB AND CRYPTOGRAPHY
PDF Unavailable
A NOVEL HYBRID IMAGE STEGANOGRAPHY TECHNIQUE BASED ON LSB AND CRYPTOGRAPHIC SECURITY
PDF Unavailable
BioPrint AI: An Intelligent Deep Learning and Computer Vision Based Blood Group Identification System Using Fingerprint Patterns
PDF Unavailable
AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs
PDF Unavailable
LiverCare AI: Intelligent Medical Imaging Platform for Liver Tumor Detection and Clinical Guidance
PDF Unavailable