Knowledge System, Ontology, and Knowledge Graph of the Deep-Time Digital Earth (DDE): Progress and Perspective

Xiumian Hu , Yiwei Xu , Xiaogang Ma , Yunqiang Zhu , Chao Ma , Chao Li , Hairong Lü , Xinbing Wang , Chenghu Zhou , Chengshan Wang

Journal of Earth Science ›› 2023, Vol. 34 ›› Issue (5) : 1323 -1327.

PDF
Journal of Earth Science ›› 2023, Vol. 34 ›› Issue (5) : 1323 -1327. DOI: 10.1007/s12583-023-1930-1
Perspective

Knowledge System, Ontology, and Knowledge Graph of the Deep-Time Digital Earth (DDE): Progress and Perspective

Author information +
History +
PDF

Cite this article

Download citation ▾
Xiumian Hu, Yiwei Xu, Xiaogang Ma, Yunqiang Zhu, Chao Ma, Chao Li, Hairong Lü, Xinbing Wang, Chenghu Zhou, Chengshan Wang. Knowledge System, Ontology, and Knowledge Graph of the Deep-Time Digital Earth (DDE): Progress and Perspective. Journal of Earth Science, 2023, 34(5): 1323-1327 DOI:10.1007/s12583-023-1930-1

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Abel M, Goldberg K, De Ros L F. Perrin M, Rainaud J -F. Ontology-Based Rock Description and Interpretation. Shared Earth Modeling: Knowledge Driven Solutions for Building and Managing Subsurface 3D Geological Models, 2012, Paris: Editions Technips, 261-278

[2]

Aggarwal C. Artificial Intelligence: A Textbook, 2021, Berlin: Springer

[3]

Aidan H, Eva B, Michael C, . Knowledge Graphs. ACM Computing Surveys, 2022, 54(4): 71

[4]

Amit, S., 2012. Introducing the Knowledge Graph. Official Blog of Google Buttigieg, P. L., Mungall, C., Rueda, C., et al., 2018. SWEET Ontology Suite v3.0.0: Development, Alignments and Use Cases. Abstract from American Association of Geographers 2018, New Orleans

[5]

Chen Q Z, Yao H, Li S W, . Fact-Condition Statements and Super Relation Extraction for Geothermic Knowledge Graphs Construction. Geoscience Frontiers, 2023, 14 5 101412

[6]

Gene Ontology Consortium The Gene Ontology Resource: 20 Years and still Going Strong. Nucleic Acids Research, 2019, 47 D1 D330-D338.

[7]

Khider D, Emile-Geay J, McKay N P, . PaCTS 1.0: A Crowdsourced Reporting Standard for Paleoclimate Data. Paleoceanography and Paleoclimatology, 2019, 34(10): 1570-1596.

[8]

Lexical Systems Group, 2018. The SPECIALIST Lexicon and NLP Tools. https://lhncbc.nlm.nih.gov/LSG

[9]

Ma C, Kale A S, Zhang J Y, . A Knowledge Graph and Service for Regional Geologic Time Standards. Geoscience Frontiers, 2023, 14(5): 101453

[10]

Ma K, Tian M, Tan YJ, . Ontology-Based BERT Model for Automated Information Extraction from Geological Hazard Reports. Journal of Earth Science, 2023, 34 5 1390-1405

[11]

Ma X G, Fox P. Recent Progress on Geologic Time Ontologies and Considerations for Future Works. Earth Science Informatics, 2013, 6(1): 31-46.

[12]

Ma X, Mookerjee M, Hsu L, Hills D. Recent Advancement in Geoinformatics and Data Science, 2023, Boulder: Geological Society of America

[13]

Parsons M A, Duerr R, Godøy Ø. The Evolution of a Geoscience Standard: An Instructive Tale of Science Keyword Development and Adoption. Geoscience Frontiers, 2023, 14(5): 101400

[14]

Qiu Q J, Huang Z, Xu D X, . Integrating NLP and Ontology Matching into a Unified System for Automated Information Extraction from Geological Hazard Reports. Journal of Earth Science, 2023, 34 5 1433-1446

[15]

Qiu Q J, Wang B, Ma K, . A Practical Approach to Constructing a Geological Knowledge Graph: A Case Study of Mineral Exploration Data. Journal of Earth Science, 2023, 34(5): 1374-1389

[16]

Shi S Z, H R, Dong S C, . An Editing Platform of Geoscience Knowledge System. Geological Journal of China Universities, 2020, 26(4): 384-394. (in Chinese with English Abstract)

[17]

Simons B, Boisvert E, Brodaric B, . GeoSciML: Enabling the Exchange of Geological Map Data. ASEG Extended Abstracts, 2006, 2006(1): 1-4.

[18]

Tang X M, Feng Z Q, Xiao Y T, . Construction and Application of an Ontology-Based Domain-Specific Knowledge Graph for Petroleum Exploration and Development. Geoscience Frontiers, 2023, 14(5): 101426

[19]

Wang C S, Hazen R M, Cheng Q M, . The Deep-Time Digital Earth Program: Data-Driven Discovery in Geosciences. National Science Review, 2021, 8 9 nwab027

[20]

Wang H, Zhong H T, Chen A Q, . A Knowledge Graph for Standard Carbonate Microfacies and Its Application in the Automatical Reconstruction of the Relative Sea-Level Curve. Geoscience Frontiers, 2023, 14 5 101535

[21]

Wang R J, Yan Y C, Wang J L, . AceKG: A Large-Scale Knowledge Graph for Academic Data Mining, 2018, Torino, Italy: ACM

[22]

Wang S, Zhu Y Q, Qi Y M, . A Unified Framework of Temporal Information Expression in Geosciences Knowledge System. Geoscience Frontiers, 2023, 14 5 101465

[23]

Xi J L, Wu J, Wu M B. Design and Construction of Lightweight Domain Ontology of Tectonic Geomorphology. Journal of Earth Science, 2023, 34 5 1350-1357

[24]

Xu H Q, Zhao Y Y, Huang H, . A Comprehensive Construction of the Domain Ontology for Stratigraphy. Geoscience Frontiers, 2023, 14(5): 101461

[25]

Xu Y W, Hu X M, Han Z. Carbonate Ontology and Its Application for Integrating Microfacies Data. Journal of Earth Science, 2023, 34 5 1328-1338

[26]

Yu C M, Zhang L M, Hou M C, . Climate Paleogeography Knowledge Graph and Deep Time Paleoclimate Classifications. Geoscience Frontiers, 2023, 14(5): 101450

[27]

Zhang L, Hou M C, Chen A Q, . Construction of a Fluvial Facies Knowledge Graph and Its Application in Sedimentary Facies Identification. Geoscience Frontiers, 2023, 14 2 101521

[28]

Zhang L N, Hou Z S, Shen B H, . Paleobiogeographic Knowledge Graph: An Ongoing Work with Fundamental Support for future Research. Journal of Earth Science, 2023, 34 5 1339-1349

[29]

Zhang X B, Li H, Liu Q, . A New Machine-Learning Extracting Approach to Construct a Knowledge Base: A Case Study on Global Stromatolites over Geological Time. Journal of Earth Science, 2023, 34(5): 1358-1373

[30]

Zhou C, Wang H, Wang C, . Prospects for the Research on Geoscience Knowledge Graph in the Big Data Era. Science China: Earth Sci., 2021, 51(7): 1070-1079. (in Chinese with English Abstract)

[31]

Zhu Y Q, Dai X L, Yang J, . One-Stop Sharing and Service System for Geoscience Knowledge Graph. Geological Journal of China Universities, 2023, 29(3): 325-336. (in Chinese with English Abstract)

[32]

Zhu Y Q, Sun K, Hu X M, . Research and Practice on the Framework for the Construction, Sharing, and Application of Large-Scale Geoscience Knowledge Graphs. Journal of Geo-information Science, 2023, 25(6): 1215-1227. (in Chinese with English Abstract)

[33]

Zhu Y Q, Sun K, Li W R, . Comparative Analysis and Enlightenment of Geoscience Knowledge Graphs: A Perspective of Construction Methods and Contents. Geological Journal of China Universities, 2023, 29(3): 382-394. (in Chinese with English Abstract)

AI Summary AI Mindmap
PDF

196

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/