Abstract:
"
The importance of agriculture in Sri Lanka is increasing daily with the limitation of
importing products from foreign countries. Therefore, many people tend to cultivate.
But most of the times, farmers end up with heavy material loss with no profit due to
the lack of knowledge about the exact crop suitable for their farm. With the
improvement of the technology, the usage of modern technology is high by new
farmers. And therefore, finding the most suitable crop for a specific area will make a
considerable contribution for the economy of the country as well as for farmers. Even
though there are methods identified to find the best crop, finding the crop with the
consideration of the market price will give more value to the system.
The crop recommendation system is built with the aim of aiding modern farmers in
their cultivation. The system works by considering the factors of the related farm and
the live climate. Those factors are evaluated and considered effectively and
recommendation the crop by giving more probability for crops with the highest
market prices. The system used ensemble methodology along with used and non-used
algorithms with the accuracy improvement.
The outcome of the research project is successful with a reasonable rate of accuracy
and proper testing and evaluation.
The Willow-Way crop recommendation system provides a novel solution for modern
farmers of Sri Lanka which facilitates the user with a clear web graphical user
interface to make the usage of the system easy"
