A comprehensive construction of the domain ontology for stratigraphy
文献类型:期刊论文
作者 | Xu, Huiqing2,3; Zhao, Yingying2,3; Huang, Hao4; Dong, Shaochun2,3; Shi, Yukun2,3; Huang, Chunju1; Wu, Huaichun5,6; Qian, Zhiqi1; Fang, Qiang5,6; Wen, Huaguo7,8 |
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 |
通讯作者 | Huang, Hao(hhuang@mail.iggcas.ac.cn) |
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 Key Ramp;D Program of China ; Fundamental Research Funds for the Central Universities ; Frontiers Science Center for Critical Earth Material Cycling Fund |
源URL | [http://ir.nigpas.ac.cn/handle/332004/42638] |
专题 | 中国科学院南京地质古生物研究所 |
通讯作者 | Huang, Hao |
作者单位 | 1.China Univ Geosci, Sch Earth Sci, State Key Lab Biogeol & Environm Geol, Wuhan 430074, Peoples R China 2.Nanjing Univ, Sch Earth Sci & Engn, Nanjing 210023, Peoples R China 3.Nanjing Univ, Frontiers Sci Ctr Crit Earth Mat Cycling, Nanjing 210023, Peoples R China 4.Chinese Acad Sci, Inst Geol & Geophys, Beijing 100029, Peoples R China 5.China Univ Geosci, State Key Lab Biogeol & Environm Geol, Beijing 100083, Peoples R China 6.China Univ Geosci, Sch Ocean Sci, Beijing 100083, Peoples R China 7.Chengdu Univ Technol, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610059, Peoples R China 8.Chengdu Univ Technol, Inst Sedimentary Geol, Chengdu 610059, Peoples R China 9.Lanzhou Univ, Sch Earth Sci, Lanzhou 730000, Peoples R China 10.Lanzhou Univ, Key Lab Mineral Resources Western China Gansu Prov, Lanzhou 730000, 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:南京地质古生物研究所
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