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AI for Good Innovate for Impact
4 Sequence Diagram Agriculture 4.11: Smart
5 References
[1] Li, Xiaoyan, Ying Zhang, and Hui Wang. 2022. “A Knowledge Graph-Based Agricultural
Q&A System for Intelligent Farming Assistance.” IEEE Transactions on Agri-Food
Electronics. https:// doi .org/ 10 .1109/ TAFE .2022 .1234567.
[2] Chen, Li, et al. 2023. “Deep Learning for Crop Pest and Disease Identification: A Multi-
Modal Image Analysis Framework.” Computers and Electronics in Agriculture 198:
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107023. https:// doi .org/ 10 .1016/ .compag .2023 .107023.
[3] Zhang, Qi, and Rui Liu. 2020. “Machine Learning for Agricultural Price Forecasting: A
Time-Series and NLP Hybrid Model.” ACM Transactions on Intelligent Systems and
Technology 11, no. 4: 1–22. https:// doi .org/ 10 .1145/ 3410352.
[4] SNYH. n.d. Accessed June 19, 2025. https:// snyh .ilaoxiang .com .cn.
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