AI can empower agriculture for global food security: challenges and prospects in developing nations

A Ahmad, AXW Liew, F Venturini… - Frontiers in Artificial …, 2024 - frontiersin.org
Food and nutrition are a steadfast essential to all living organisms. With specific reference to
humans, the sufficient and efficient supply of food is a challenge as the world population …

Applications and perspectives of Generative Artificial Intelligence in agriculture

F Pallottino, S Violino, S Figorilli, C Pane… - … and Electronics in …, 2025 - Elsevier
Artificial Intelligence (AI) applications related to agriculture have recently gained in use and
attention. They are indeed valuable tools for interpreting data, improving production chains …

AgrIntel: Spatio-temporal profiling of nationwide plant-protection problems using helpline data

S Godara, D Toshniwal, RS Bana, D Singh… - … Applications of Artificial …, 2023 - Elsevier
Sustainable development of the national food system must ensure the introduction of
adequate food security interventions and policies. However, several high-end technological …

TPTC: topic-wise problems' trend clusters for smart agricultural insights extraction and forecasting of farmer's information demand

S Godara, S Begam, RS Bana, J Bedi, R Jain… - Scientific Reports, 2024 - nature.com
To meet the challenges of increasing food production demand globally, extracting insights
regarding the persistent agriculture-related problems on a nationwide scale is the need of …

AgAsk: an agent to help answer farmer's questions from scientific documents

B Koopman, A Mourad, H Li, A Vegt, S Zhuang… - International Journal on …, 2023 - Springer
Decisions in agriculture are increasingly data-driven. However, valuable agricultural
knowledge is often locked away in free-text reports, manuals and journal articles …

AgriResponse: A real-time agricultural query-response generation system for assisting nationwide farmers

S Godara, J Bedi, R Parsad, D Singh, RS Bana… - IEEE …, 2023 - ieeexplore.ieee.org
Advancements in information sciences can play a vital role in strengthening the nation's
sustainable agriculture goals. In this direction, we propose a framework for a text-based …

Farmer. Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers

N Singh, J Wang'ombe, N Okanga, T Zelenska… - arXiv preprint arXiv …, 2024 - arxiv.org
Small and medium-sized agricultural holders face challenges like limited access to
localized, timely information, impacting productivity and sustainability. Traditional extension …

Insurance value chain Chatbot for farmers

ML Dhore, M Dhakate - … 2nd Asian Conference on Innovation in …, 2022 - ieeexplore.ieee.org
Agriculture being the major occupation carried out in India, the Government has deployed
various farming and insurance schemes for the benefit of the farmers. Based on research it …

Intelligent Chatbot Assistant in Agriculture Domain

R Biswas, N Goel - International Conference on Agriculture-Centric …, 2023 - Springer
Agriculture is known as the economic game changer of India. It is the primary driver of GDP
growth because of India's robust agricultural industry, and proper knowledge about …

End-To-End Encrypted Agriculture Chatbot

PD Reddy, KSS Reddy, P Jayanth… - 2024 8th International …, 2024 - ieeexplore.ieee.org
Agriculture sector is considered to be one of the most prominent sectors in the Indian
economy. Farmers constantly face challenges such as a lack of information on best …