Paleontology Knowledge Graph for Data-Driven Discovery

doi:10.1007/s12583-023-1943-9

NIGPAS OpenIR

	Paleontology Knowledge Graph for Data-Driven Discovery
通讯作者	Fan, Junxuan([email protected]) ; Dong, Shaochun([email protected])
	Deng, Yiying1,2,3 ; Song, Sicun 4,5; Fan, Junxuan 4,5,6; Luo, Mao2,3 ; Yao, Le 2,3; Dong, Shaochun 4,5; Shi, Yukun 4,5; Zhang, Linna 2,3; Wang, Yue2,3,7 ; Xu, Haipeng 4,5
	2024-06-01
发表期刊	JOURNAL OF EARTH SCIENCE
ISSN	1674-487X
卷号	35 期号:3 页码:1024-1034
摘要	A knowledge graph (KG) is a knowledge base that integrates and represents data based on a graph-structured data model or topology. Geoscientists have made efforts to construct geoscience-related KGs to overcome semantic heterogeneity and facilitate knowledge representation, data integration, and text analysis. However, there is currently no comprehensive paleontology KG or data-driven discovery based on it. In this study, we constructed a two-layer model to represent the ordinal hierarchical structure of the paleontology KG following a top-down construction process. An ontology containing 19 365 concepts has been defined up to 2023. On this basis, we derived the synonymy list based on the paleontology KG and designed corresponding online functions in the OneStratigraphy database to showcase the use of the KG in paleontological research.
关键词	paleontology knowledge graph ontology synonymy list OneStratigraphy big data geology
DOI	10.1007/s12583-023-1943-9
收录类别	SCI
语种	英语
关键词[WOS]	ONTOLOGY ; SYSTEM ; KINGDOMS ; DOMAIN ; SIZE
资助项目	National Natural Science Foundation of China[41725007] ; National Natural Science Foundation of China[42250104] ; National Natural Science Foundation of China[41830323] ; National Natural Science Foundation of China[42002015] ; National Natural Science Foundation of China[42302001] ; Fundamental Research Funds for the Central Universities[020614380168] ; Fundamental Research Funds for the Central Universities[JZ2023HGQA0144] ; Fundamental Research Funds for the Central Universities[JZ2023HGTA0175]
WOS研究方向	Geology
WOS类目	Geosciences, Multidisciplinary
WOS记录号	WOS:001254875300019
项目资助者	National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities
出版者	CHINA UNIV GEOSCIENCES, WUHAN
文献类型	期刊论文
条目标识符	http://ir.nigpas.ac.cn/handle/332004/44217
专题	中国科学院南京地质古生物研究所
通讯作者	Fan, Junxuan; Dong, Shaochun
作者单位	1.Hefei Univ Technol, Sch Resources & Environm Engn, Hefei 230009, Peoples R China 2.Chinese Acad Sci, State Key Lab Palaeobiol & Stratig, Nanjing Inst Geol & Palaeontol, Nanjing 210008, Peoples R China 3.Chinese Acad Sci, Ctr Excellence Life & Paleoenvironm, Nanjing 210008, Peoples R China 4.Nanjing Univ, Sch Earth Sci & Engn, Nanjing 210023, Peoples R China 5.Nanjing Univ, Frontiers Sci Ctr Crit Earth Mat Cycling, Nanjing 210023, Peoples R China 6.Nanjing Univ, State Key Lab Mineral Deposits Res, Nanjing 210023, Peoples R China 7.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 8.Chinese Acad Sci, Key Lab Vertebrate Evolut & Human Origins, Inst Vertebrate Paleontol & Paleoanthropol, Beijing 100044, Peoples R China 9.Nanjing Univ, Ctr Res & Educ Biol Evolut & Environm, Nanjing 210023, Peoples R China 10.China Univ Geosci, State Key Lab Biogeol & Environm Geol, Beijing 100083, Peoples R China
推荐引用方式 GB/T 7714	Deng, Yiying,Song, Sicun,Fan, Junxuan,et al. Paleontology Knowledge Graph for Data-Driven Discovery[J]. JOURNAL OF EARTH SCIENCE,2024,35(3):1024-1034.
APA	Deng, Yiying.,Song, Sicun.,Fan, Junxuan.,Luo, Mao.,Yao, Le.,...&Wang, Enze.(2024).Paleontology Knowledge Graph for Data-Driven Discovery.JOURNAL OF EARTH SCIENCE,35(3),1024-1034.
MLA	Deng, Yiying,et al."Paleontology Knowledge Graph for Data-Driven Discovery".JOURNAL OF EARTH SCIENCE 35.3(2024):1024-1034.