• Mansur Khan
• Silky Kedar
• Snehal Kadganchi
• Pallavi Ghodke
• Mrs.Sweta Kale

The agriculture industry plays a major role in the process of economic development as well as the gross domestic product of India. The informatization of agriculture is an important driving force in the development of agricultural modernization. With the further improvement of the construction of agricultural information infrastructure, the use of modern information technologies has become an effective solution to achieve personalized services of recommending agricultural information resources and providing timely and effective information to users. This paper aims to provide a comprehensive overview of recent research efforts on the application of agricultural information based on intelligent recommender systems. First, the content analysis method used in this paper to sort the contributions is presented. Second, the basic concepts of recommender systems and key technologies are introduced. Third, applications of recommender systems/technologies for agricultural information are detailed. applications of recommender systems/technologies for agricultural information are described in detail. Finally, a summary and outlook for the application of agricultural information recommendation systems are presented. The project aims to design the best crop based on soil fertility and recommends a fertilizer schedule to minimize the amount of fertilizer needed. The project developed a multi-platform web application that suggests the best crops based on available soil fertility. Furthermore, a fertilization plan will be proposed based on the NPK values of nitrogen (N), phosphorus (P), and potassium (K) to optimize the use of fertilizers in order to increase profitability and prevent soil degradation.

"Survey On Smart Crop and Fertilizer Prediction System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 5, page no.k498-k500, May-2023, Available :http://www.jetir.org/papers/JETIR2305A71.pdf

"Survey On Smart Crop and Fertilizer Prediction System", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 5, page no. ppk498-k500, May-2023, Available at : http://www.jetir.org/papers/JETIR2305A71.pdf