A comprehensive construction of the domain ontology for stratigraphy
文献类型：期刊论文
| 作者 | Xu, Huiqing14,15; Zhao, Yingying14,15; Huang, Hao13; Dong, Shaochun14,15; Shi, Yukun14,15; Huang, Chunju12; Wu, Huaichun10,11; Qian, Zhiqi12; Fang, Qiang10,11; Wen, Huaguo8,9 |
| 刊名 | GEOSCIENCE FRONTIERS
 |
| 出版日期 | 2023-09-01 |
| 卷号 | 14期号:5页码:9 |
| ISSN号 | 1674-9871 |
| 关键词 | Domain ontology Stratigraphy Biostratigraphic unit Biostratigraphic horizon Fossil |
| DOI | 10.1016/j.gsf.2022.101461 |
| 英文摘要 | Stratigraphic knowledge, the cornerstone of geoscience, needs to be represented by the Knowledge Graph based upon ontology, in order to apply the state-of-the-art big-data techniques. This study aims to comprehensively construct the ontologies for the stratigraphic domain. This has been achieved by a federated, crowd intelligence-based collaboration among domain experts of major stratigraphic subdisciplines. The initial step is to enumerate key terms from authoritative references and incorporate them into the Geoscience Professional Knowledge Graphs (GPKGs) of Deep-time Digital Earth Project. During this process, semantic heterogeneities were meticulously addressed by professional judgement aided by an automatic detection of Homonyms at the GPKGs platform. Afterwards, these terms were further differentiated as either classes or properties and arranged in a hierarchical framework in a top-down process. Consequently, seven ontologies are constructed for major stratigraphic branches, i.e., Lithostratigraphy, Biostratigraphy, Chronostratigraphy, Chemostratigraphy, Magnetostratigraphy, Cyclostratigraphy and Sequence Stratigraphy. The ontology of Biostratigraphy, among them, is elaborated here, as no biostratigraphic ontology has been attempted before to our knowledge. The constructed biostratigraphic ontology comprises following major root classes: Fossil, Biostratigraphic unit, Biostratigraphic horizon. Altogether, they contribute to the eventual dating and correlating of strata in another root class: Biostratigraphic correlation. In summary, the achievements of this study are probably heretofore the most comprehensive ontologies for the stratigraphic domain. Moreover, a proto model of semantic search engine was conceived to discuss potential application of our work for better querying stratigraphic references, utilizing the semantic liaison of the classes in the constructed ontologies.& COPY; 2022 China University of Geosciences (Beijing) and Peking University. Published by Elsevier B.V. on behalf of China University of Geosciences (Beijing). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
| WOS关键词 | GEOLOGICAL TIME-SCALE ; KNOWLEDGE ; PRINCIPLES ; VISUALIZATION ; INFORMATION |
| 资助项目 | National Natural Science Foundation of China[41725007] ; National Key Ramp;D Program of China[2018YFE0204201] ; Fundamental Research Funds for the Central Universities[0206-14380121] ; Frontiers Science Center for Critical Earth Material Cycling Fund[JBGS2101] |
| WOS研究方向 | Geology |
| 语种 | 英语 |
| 出版者 | CHINA UNIV GEOSCIENCES, BEIJING |
| WOS记录号 | WOS:001047041400001 |
| 资助机构 | National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; National Key Ramp;D Program of China ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Fundamental Research Funds for the Central Universities ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund ; Frontiers Science Center for Critical Earth Material Cycling Fund |
| 源URL | [http://ir.iggcas.ac.cn/handle/132A11/111391]  |
| 专题 | 地质与地球物理研究所_科技支撑系统 |
| 通讯作者 | Huang, Hao |
| 作者单位 | 1.Nanjing Univ, State Key Lab Mineral Deposits Res, Nanjing 210023, Peoples R China 2.Chinese Acad Geol Sci, Inst Geol, Beijing 100037, Peoples R China 3.Chinese Acad Sci, Ctr Excellence Life & Paleoenvironment, Nanjing 210008, Peoples R China 4.Chinese Acad Sci, Nanjing Inst Geol & Palaeontol, State Key Lab Palaeobiol & Stratig, Nanjing 210008, Peoples R China 5.Minist Nat Resources, Key Lab Strateg Mineral Resources Upper Yellow Riv, Lanzhou 730000, Peoples R China 6.Lanzhou Univ, Key Lab Mineral Resources Western China Gansu Prov, Lanzhou 730000, Peoples R China 7.Lanzhou Univ, Sch Earth Sci, Lanzhou 730000, Peoples R China 8.Chengdu Univ Technol, Inst Sedimentary Geol, Chengdu 610059, Peoples R China 9.Chengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Peoples R China 10.China Univ Geosci, Sch Ocean Sci, Beijing 100083, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xu, Huiqing,Zhao, Yingying,Huang, Hao,et al. A comprehensive construction of the domain ontology for stratigraphy[J]. GEOSCIENCE FRONTIERS,2023,14(5):9. |
| APA | Xu, Huiqing.,Zhao, Yingying.,Huang, Hao.,Dong, Shaochun.,Shi, Yukun.,...&Fan, Junxuan.(2023).A comprehensive construction of the domain ontology for stratigraphy.GEOSCIENCE FRONTIERS,14(5),9. |
| MLA | Xu, Huiqing,et al."A comprehensive construction of the domain ontology for stratigraphy".GEOSCIENCE FRONTIERS 14.5(2023):9. |
入库方式： OAI收割
来源：地质与地球物理研究所
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