| 张文旭,徐倩倩,张红伟.世界农业人工智能研究的热点主题挖掘——基于基金资助项目[J].全球科技经济瞭望,2025,(3):20~32 |
| 世界农业人工智能研究的热点主题挖掘——基于基金资助项目 |
| Mining Hotspot Topics in Global Research on Artificial Intelligence for Agriculture Based on Fund-Supported Projects |
| 投稿时间：2025-01-15 |
| DOI：10.3772/j.issn.1009-8623.2025.03.003 |
| 中文关键词: 农业人工智能；主题挖掘；BERTopic；基金资助项目 |
| 英文关键词: artificial intelligence for agriculture; topic mining; BERTopic; fund-supported projects |
| 基金项目:横向项目“数字化转型背景下学历继续教育课程资源建设路径研究”（202407238010369）。 |
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| 摘要点击次数: 31 |
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| 中文摘要: |
| 在人工智能驱动科学研究（AI for Science）的趋势下，农业领域也逐步加快人工智能技术的
应用部署。基于 BERTopic 主题建模技术对农业人工智能基金资助项目进行主题挖掘，识别出 9 个核
心主题，并进一步分析了各主题热度与国家间主题的差异，旨在为科研人员提供农业人工智能的领域
态势图谱，为政策制定者优化战略布局提供参考依据。研究发现：科技创新与生产需求双重驱动农业
人工智能应用部署；农业人工智能项目呈现出分散化、多元多层次特点；国家间的主题差异由多重因素
综合作用所致。未来应加强技术与实际需求的结合，推动跨学科合作与国际交流，构建开放、包容
的全球农业人工智能创新生态。 |
| 英文摘要: |
| Under the trend of AI-driven scientific research (AI for Science), the agricultural sector is
gradually accelerating the application and deployment of artificial intelligence technology. Using BERTopic
topic modeling technology, we conducted topic mining on fund-supported projects in artificial intelligence for
agriculture, identifying 9 core topics. We further analyzed the popularity of each topic and the topic differences
between countries. This study aims to provide researchers with a landscape of the artificial intelligence for
agriculture field and to offer policymakers a reference for optimizing strategic layouts. The research findings are
as follows: (1) Technological innovation and production demand together drive the application and deployment
of artificial intelligence in agriculture. (2) Projects in artificial intelligence for agriculture exhibit characteristics
of decentralization, diversity, and multi-level complexity. (3) Topic differences between countries result from the
combined influence of multiple factors. Looking forward, it is essential to strengthen the integration of technology
with practical needs, promote interdisciplinary collaboration and international exchanges, and foster an open,
inclusive global innovation ecosystem for artificial intelligence in agriculture. |
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