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The Indian Agricultural sector generates huge employment accounting for over 54% of countrys workforce. Its overall stand in GDP is close to 14%. However, this sector has been plagued by knowledge and infrastructure deficit, especially in…

信息检索 · 计算机科学 2022-04-15 Narayana Darapaneni , Rajiv Tiwari , Anwesh Reddy Paduri , Suman Saurav , Rohit Chaoji , Sohil

A chatbot is a software developed to help reply to text or voice conversations automatically and quickly in real time. In the agriculture sector, the existing smart agriculture systems just use data from sensing and internet of things (IoT)…

计算与语言 · 计算机科学 2023-08-08 Paweena Suebsombut , Pradorn Sureephong , Aicha Sekhari , Suepphong Chernbumroong , Abdelaziz Bouras

Modern crop advisory systems exhibit a critical limitation termed \textit{economic blindness}. These systems primarily optimize for biological yield, often overlooking market price, which can lead farmers toward agronomically sound yet…

机器学习 · 计算机科学 2026-05-04 Debasis Dwibedy , Avyay Nishtala , Pranathi Mukku , D Snehaja

Agriculture is the fundamental industry of the society, which is the basis of food supply and an important source of employment and GDP increase. However, the insufficient expert can not fulfill the demand of farmers. To address this…

人工智能 · 计算机科学 2021-08-02 Daping Zhang , Xin Chen , Yujia Zhang , Shihan Qin

The application of Deep Learning and Natural Language based ChatBots are growing rapidly in recent years. They are used in many fields like customer support, reservation system and as personal assistant. The Enterprises are using such…

计算与语言 · 计算机科学 2022-04-22 Narayana Darapaneni , Selvakumar Raj , Raghul V , Venkatesh Sivaraman , Sunil Mohan , Anwesh Reddy Paduri

Indian farmers often lack timely, accessible, and language-friendly agricultural advice, especially in rural areas with low literacy. To address this gap in accessibility, this paper presents a novel AI-powered agricultural chatbot, Krishi…

We present Kissan-Dost, a multilingual, sensor-grounded conversational system that turns live on-farm measurements and weather into plain-language guidance delivered over WhatsApp text or voice. The system couples commodity soil and climate…

In this study we argue that integrating ChatGPT into the data processing pipeline of automated sensors in precision agriculture has the potential to bring several benefits and enhance various aspects of modern farming practices. Policy…

人工智能 · 计算机科学 2023-11-14 Ilyas Potamitis

Precision agriculture system is an arising idea that refers to overseeing farms utilizing current information and communication technologies to improve the quantity and quality of yields while advancing the human work required. The…

机器学习 · 计算机科学 2021-07-13 Satvik Garg , Pradyumn Pundir , Himanshu Jindal , Hemraj Saini , Somya Garg

Farmers face several challenges when growing crops like uncertain irrigation, poor soil quality, etc. Especially in India, a major fraction of farmers do not have the knowledge to select appropriate crops and fertilizers. Moreover, crop…

机器学习 · 计算机科学 2022-04-26 Shloka Gupta , Akshay Chopade , Nishit Jain , Aparna Bhonde

Small and medium-sized agricultural holders face challenges like limited access to localized, timely information, impacting productivity and sustainability. Traditional extension services, which rely on in-person agents, struggle with…

Farms produce hundreds of thousands of data points on the ground daily. Farming technique which combines farming practices with the insights uncovered in these data points using AI technology is called precision farming. Precision farming…

信号处理 · 电气工程与系统科学 2023-03-13 Peeyush Kumar , Andrew Nelson , Zerina Kapetanovic , Ranveer Chandra

Decisions in agriculture are increasingly data-driven; however, valuable agricultural knowledge is often locked away in free-text reports, manuals and journal articles. Specialised search systems are needed that can mine agricultural…

In general. automated farming systems make decisions based on static models built from the properties of the plant. in the contrast, irrigation decisions in our suggested method are dynamically changing environmental conditions. the model"s…

系统与控制 · 电气工程与系统科学 2023-04-18 Kawsalyaa Manivannan , Bharathi Sankar

Nowadays, precision agriculture combined with modern information and communications technologies, is becoming more common in agricultural activities such as automated irrigation systems, precision planting, variable rate applications of…

计算机与社会 · 计算机科学 2018-07-03 Vuong M. Ngo , Nhien-An Le-Khac , M-Tahar Kechadi

Agriculture, vital for global sustenance, necessitates innovative solutions due to a lack of organized domain experts, particularly in developing countries where many farmers are impoverished and cannot afford expert consulting. Initiatives…

计算与语言 · 计算机科学 2024-10-03 Krish Didwania , Pratinav Seth , Aditya Kasliwal , Amit Agarwal

Modern agriculture is constantly evolving to increase production despite unfavorable environmental conditions. A promising approach is 'greenhouse cultivation' providing a microclimate to the cultivated plants to overcome unfavorable…

机器人学 · 计算机科学 2022-06-16 Ruchita Bhadre , Prathamesh Yeole

Providing the best customer experience is one of the primary concerns for the firms that are based online. The advancement of machine learning is revolutionising the company's attitude towards the client through improving the service…

计算与语言 · 计算机科学 2022-07-22 Rejwan Bin Sulaiman

AgroLLM is an AI-powered chatbot designed to enhance knowledge-sharing and education in agriculture using Large Language Models (LLMs) and a Retrieval-Augmented Generation (RAG) framework. By using a comprehensive open-source agricultural…

计算与语言 · 计算机科学 2025-03-10 Dinesh Jackson Samuel , Inna Skarga-Bandurova , David Sikolia , Muhammad Awais

AI chatbots are rapidly shaping how people encounter the news, yet no prior study has systematically measured how accurately these systems, with their proprietary search integrations and retrieval-synthesis pipelines, handle emerging facts…

计算与语言 · 计算机科学 2026-05-22 Mirac Suzgun , Emily Shen , Federico Bianchi , Alexander Spangher , Thomas Icard , Daniel E. Ho , Dan Jurafsky , James Zou
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