一个关于生物经济相关发明的全球专利数据集
Lukas Kriesch1, Sebastian Losacker2,3
1Department of Geography, Justus Liebig University Giessen, Giessen, Germany. lukas.kriesch@geogr.uni-giessen.de.
Scientific data
|November 30, 2024
概括
这项研究引入了一个新的生物经济专利数据集,以追踪向可持续生物经济过渡的技术进步. 该资源有助于政策制定者和研究人员了解进展,并确定关键的创新领域.
科学领域:
- 生物技术与可持续发展
- 创新研究 研究 创新研究
背景情况:
- 全球转向生物经济,以应对气候变化和资源枯竭.
- 生物经济的多学科性质使跟踪其进展变得复杂.
- 政策制定者和研究人员需要更好的工具来理解生物经济转型.
研究的目的:
- 开发一个全面的生物经济相关专利数据集.
- 识别和分类生物经济中的关键技术领域.
- 为分析生物经济领域的创新和进步提供资源.
主要方法:
- 从预训练过的变压器模型中利用先进的语义理解来分析专利摘要.
- 应用主题建模,在专利库中确定连贯的技术领域.
- 专注于专利数据作为新知识和技术变革的指标.
主要成果:
- 通过专利分析成功识别了一组生物经济相关发明的数据集.
- 在生物经济中发现了几个独特和连贯的技术领域.
- 创建了一个可链接的数据集,用于进一步深入分析专利数据库.
结论:
- 开发的专利数据集提供了一种可靠的方法来跟踪生物经济的进展.
- 能够更深入地了解推动生物经济的技术知识基础.
- 在不断变化的生物经济格局中促进知情政策制定和研究.
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