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Design and Construction of Lightweight Domain Ontology of Tectonic Geomorphology

文献类型：期刊论文

作者Xi, Jinglun2; Wu, Jin2; Wu, Mingbo2
刊名JOURNAL OF EARTH SCIENCE
出版日期2023-10-01
卷号34期号:5页码:1350-1357
关键词ontology tectonic geomorphology fault artificial intelligence
DOI10.1007/s12583-022-1779-x
产权排序1
文献子类Article
英文摘要As data size grows and computing power evolves, artificial intelligence has become one of the most important tools for assisting data-intensive scientific discoveries. The development of artificial intelligence applications in geoscience requires the understanding of enormous quantities of concepts and thus requires the organization of knowledge into a structured form, which is ontology. Compared with common-sense ontologies, the concepts in geoscience are extremely abstract and difficult to understand. It is challenging to use natural language processing technologies to build ontologies in geoscience from the bottom up. Meanwhile, applications of ontology in deep learning and data integration also reveal the importance of constructing a geoscience ontology. Because of the complexity and transdisciplinary nature, this study focuses on the field of tectonic geomorphology. Based on the understanding and experience of experts in geoscience, a top-down approach is used to construct a tectonic geomorphology ontology as part of the geoscience ontology. This research started with the proposal of a method for constructing ontologies, then built a tectonic geomorphology ontology, and finally checked, validated, and applied the ontology, covering common concepts in geoscience and dedicated concepts in tectonic geomorphology. The tectonic geomorphology ontology is an important part of the whole geoscience ontology.
WOS关键词SLIP RATES ; BASIN ; DEM
WOS研究方向Geology
WOS记录号WOS:001087592500004
源URL[http://ir.igsnrr.ac.cn/handle/311030/199464]  
专题资源与环境信息系统国家重点实验室_外文论文
通讯作者Wu, Jin
作者单位1.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
2.Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
推荐引用方式
GB/T 7714		 Xi, Jinglun,Wu, Jin,Wu, Mingbo. Design and Construction of Lightweight Domain Ontology of Tectonic Geomorphology[J]. JOURNAL OF EARTH SCIENCE,2023,34(5):1350-1357.
APA Xi, Jinglun,Wu, Jin,&Wu, Mingbo.(2023).Design and Construction of Lightweight Domain Ontology of Tectonic Geomorphology.JOURNAL OF EARTH SCIENCE,34(5),1350-1357.
MLA Xi, Jinglun,et al."Design and Construction of Lightweight Domain Ontology of Tectonic Geomorphology".JOURNAL OF EARTH SCIENCE 34.5(2023):1350-1357.

入库方式： OAI收割

来源：地理科学与资源研究所

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