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Original Article
Smart Agriculture Assistant for Multilingual Farmer Support, E-Commerce Integration, and Government Subsidy Awareness
B.Lakshmi1
Kavinkumar C2
Elanchezhiyan P3
Kishore Kumar R4
Suresh S5
A.Suresh Kumar6
1 6 Assistant Professor, Department of CSE, Rathinam Technical Campus Coimbatore, Tamilnadu, India. 2 3 4 5 Final Year Students, Department of CSE, Rathinam Technical Campus Coimbatore, Tamilnadu, India.
Published Online: September-October 2025
Pages: 104-107
Cite this article
↗ https://www.doi.org/10.59256/ijrtmr.20250505017
References
1. Food and Agriculture Organization (FAO). “The Role of Digital Agriculture in Transforming Food Systems.” 2023.
2. Singh, R. & Kumar, P. “AI-Based Chatbots for Agricultural Advisory Services.” IJRASET, 2022.
3. Ministry of Agriculture & Farmers Welfare, Government of India. “Scheme Guidelines and Subsidy Data,” 2024.
4. Rao, S. et al. “E-Commerce and Digital Marketplaces in Agriculture.” Journal of Rural Studies, 2021.
5. Gupta, A. “NLP Applications in Indian Regional Languages.” ACM Digital Library, 2023.
6. Sharma, V., & Tripathi, A. "IoT-Based Smart Farming: A Review of Architectures, Technologies, and Applications." Journal of Agricultural Informatics, 2022.
7. Chen, L., et al. "Predictive Analytics in Agriculture: A Review of Machine Learning Techniques for Crop Yield Estimation." Computers and Electronics in Agriculture, 2023.
8. World Bank Group. "Digital Farmer Profiles: The Foundation for Data-Driven Agricultural Services." Digital Development Partnership Report, 2021.
9. Rajan, K., & Menon, S. "Designing User Interfaces for Low-Literacy Agricultural Communities: A Human-Computer Interaction Study." ACM Transactions on Accessible Computing, 2024.
10. Davis, M. "Blockchain for Agricultural Supply Chains: Enhancing Transparency and Traceability." Food and Chemical Toxicology, 2022.
11. Ali, F., & Khan, I. "Data Security and Privacy Frameworks for Smart Agriculture Platforms." IEEE Security & Privacy, 2023.
12. Johnson, T. "Architecting Scalable and Secure E-Commerce Systems." O'Reilly Media, 2021.
13. National Informatics Centre (NIC). "The Role of REST APIs in India's Digital Public Infrastructure." Government of India Technical Report, 2023.
14. Lee, H., & Kim, J. "The Efficacy of Large Language Models in Domain-Specific Advisory Chatbots." Proceedings of the International Conference on Natural Language Processing, 2024.
15. Kumar, S. "Impact of Mobile-First Digital Platforms on Reducing Information Asymmetry in Rural Markets." Journal of Rural Development, 2022.
2. Singh, R. & Kumar, P. “AI-Based Chatbots for Agricultural Advisory Services.” IJRASET, 2022.
3. Ministry of Agriculture & Farmers Welfare, Government of India. “Scheme Guidelines and Subsidy Data,” 2024.
4. Rao, S. et al. “E-Commerce and Digital Marketplaces in Agriculture.” Journal of Rural Studies, 2021.
5. Gupta, A. “NLP Applications in Indian Regional Languages.” ACM Digital Library, 2023.
6. Sharma, V., & Tripathi, A. "IoT-Based Smart Farming: A Review of Architectures, Technologies, and Applications." Journal of Agricultural Informatics, 2022.
7. Chen, L., et al. "Predictive Analytics in Agriculture: A Review of Machine Learning Techniques for Crop Yield Estimation." Computers and Electronics in Agriculture, 2023.
8. World Bank Group. "Digital Farmer Profiles: The Foundation for Data-Driven Agricultural Services." Digital Development Partnership Report, 2021.
9. Rajan, K., & Menon, S. "Designing User Interfaces for Low-Literacy Agricultural Communities: A Human-Computer Interaction Study." ACM Transactions on Accessible Computing, 2024.
10. Davis, M. "Blockchain for Agricultural Supply Chains: Enhancing Transparency and Traceability." Food and Chemical Toxicology, 2022.
11. Ali, F., & Khan, I. "Data Security and Privacy Frameworks for Smart Agriculture Platforms." IEEE Security & Privacy, 2023.
12. Johnson, T. "Architecting Scalable and Secure E-Commerce Systems." O'Reilly Media, 2021.
13. National Informatics Centre (NIC). "The Role of REST APIs in India's Digital Public Infrastructure." Government of India Technical Report, 2023.
14. Lee, H., & Kim, J. "The Efficacy of Large Language Models in Domain-Specific Advisory Chatbots." Proceedings of the International Conference on Natural Language Processing, 2024.
15. Kumar, S. "Impact of Mobile-First Digital Platforms on Reducing Information Asymmetry in Rural Markets." Journal of Rural Development, 2022.
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