Paleontology Knowledge Graph for Data-Driven Discovery
文献类型:期刊论文
作者 | Deng, Yiying1,2,3![]() ![]() ![]() |
刊名 | JOURNAL OF EARTH SCIENCE
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出版日期 | 2024-06-01 |
卷号 | 35期号:3页码:1024-1034 |
关键词 | paleontology knowledge graph ontology synonymy list OneStratigraphy big data geology |
ISSN号 | 1674-487X |
DOI | 10.1007/s12583-023-1943-9 |
通讯作者 | Fan, Junxuan(jxfan@nju.edu.cn) ; Dong, Shaochun(dsc@nju.edu.cn) |
英文摘要 | 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. |
WOS关键词 | 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 |
语种 | 英语 |
WOS记录号 | WOS:001254875300019 |
出版者 | CHINA UNIV GEOSCIENCES, WUHAN |
资助机构 | National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities |
源URL | [http://ir.nigpas.ac.cn/handle/332004/44216] ![]() |
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. |
入库方式: OAI收割
来源:南京地质古生物研究所
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