欧洲检察官办公室的本体学:植物和害虫代码表示的语义驱动方法
Aarón Ayllón-Benitez1, José Antonio Bernabé-Diaz1, Paola Espinoza-Arias1
1BASF Digital Solutions, Madrid, Spain.
Frontiers in artificial intelligence
|July 5, 2023
概括
巴斯夫公司开发了一个内部的欧洲检察官办公室 (EPPO) 实体学,以协调植物保护数据. 这个本体学集成了欧洲和地中海植物保护组织 (EPPO) 代码,使灵活的数据使用和与NCBI Taxon等外部来源进行丰富.
科学领域:
- 农业科学 农业科学
- 生物信息学是一种生物信息学.
- 本体学 工程学 工程学
背景情况:
- 在监管机构和行业中,协调的分类系统对于植物保护和害虫管理至关重要.
- 欧洲和地中海植物保护组织 (EPPO) 编码为生物体识别提供了标准化的方法,简化了通信和数据交换.
- 现有的访问欧洲检察官代码数据的方法存在局限性,阻碍了数据的灵活利用和与外部知识库的整合.
研究的目的:
- 为巴斯夫农业解决方案部门开发内部EPPO本体,以表示和管理EPPO代码及其关系.
- 克服访问和使用欧洲检察官数据的限制,使数据集成和丰富更加灵活.
- 介绍巴斯夫内部开发,丰富和采用EPPO本体学的过程.
主要方法:
- 开发一个内部的本体模型,以模拟EPPO代码,监管分类和关系.
- 通过整合来自外部知识来源的数据来丰富本体学,特别是NCBI Taxon.
- 在BASF的作物保护和种子产品研发工作流程中实施和采用本体学.
主要成果:
- 一个全面的内部欧洲检察官实体学已经成功开发和实施.
- 本体学促进了灵活的数据访问,使新的数据连接和与外部信息的丰富.
- 在巴斯夫的农业解决方案部门中采用了本体学,改进了数据管理和研究能力.
结论:
- 开发的EPPO实体学为BASF内部管理和利用植物保护数据提供了强大的解决方案.
- 与NCBI Taxon等外部数据源进行 Ontology 开发和丰富,提高数据互操作性和研究效率.
- 从本体论的开发和采用中吸取的经验教训为农业行业的类似举措提供了宝贵的见解.
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