DDE KG Editor: A data service system for knowledge graph construction in geoscience
文献类型：期刊论文
| 作者 | Hou, Chengbin1,2,3,4; Liu, Kaichuang1,2; Wang, Tianheng1,2; Shi, Shunzhong3,9; Li, Yan3; Zhu, Yunqiang5; Hu, Xiumian6; Wang, Chengshan7; Zhou, Chenghu5; Lv, Hairong1,2,3,8 |
| 刊名 | GEOSCIENCE DATA JOURNAL
 |
| 出版日期 | 2024-04-12 |
| 页码 | 13 |
| 关键词 | collaborative editing geoscience knowledge graph geoscience ontology knowledge graph construction peer review |
| ISSN号 | 2049-6060 |
| DOI | 10.1002/gdj3.245 |
| 通讯作者 | Shi, Shunzhong(shishunzhong_cn@126.com) ; Lv, Hairong(lvhairong@tsinghua.edu.cn) |
| 英文摘要 | Deep-time Digital Earth (DDE) is an innovative international big science program, focusing on scientific propositions of earth evolution, changing Earth Science by coordinating global geoscience data, and sharing global geoscience knowledge. To facilitate the DDE program with recent advances in computer science, the geoscience knowledge graph plays a key role in organizing the data and knowledge of multiple geoscience subjects into Knowledge Graphs (KGs), which enables the calculation and inference over geoscience KGs for data mining and knowledge discovery. However, the construction of geoscience KGs is challenging. Though there have been some construction tools, they commonly lack collaborative editing and peer review for building high-quality large-scale geoscience professional KGs. To this end, a data service system or tool, DDE KG Editor, is developed to construct geoscience KGs. Specifically, it comes with several distinctive features such as collaborative editing, peer review, contribution records, intelligent assistance, and discussion forums. Currently, global geoscientists have contributed over 60,000 ontologies for 22 subjects. The stability, scalability, and intelligence of the system are regularly improving as a public online platform to better serve the DDE program. |
| WOS关键词 | ONTOLOGY |
| 资助项目 | National Natural Science Foundation of China[42050101] ; Natural Science Foundation of China ; IUGS Deep-time Digital Earth (DDE) Big Science Program |
| WOS研究方向 | Geology ; Meteorology & Atmospheric Sciences |
| 语种 | 英语 |
| WOS记录号 | WOS:001201722400001 |
| 出版者 | WILEY |
| 资助机构 | National Natural Science Foundation of China ; Natural Science Foundation of China ; IUGS Deep-time Digital Earth (DDE) Big Science Program |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/204680]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Shi, Shunzhong; Lv, Hairong |
| 作者单位 | 1.Tsinghua Univ, Dept Automat, MoE Key Lab Bioinformat, Beijing, Peoples R China 2.Tsinghua Univ, Dept Automat, Bioinformat Div BNRIST, Beijing, Peoples R China 3.Fuzhou Inst Data Technol, Fuzhou, Peoples R China 4.Fuyao Univ Sci & Technol, Sch Mat Sci & Engn, Fuzhou, Peoples R China 5.Chinese Acad Sci, Inst Geog Sci & Nat Resources, Beijing, Peoples R China 6.Nanjing Univ, Sch Earth Sci & Engn, Nanjing, Peoples R China 7.China Univ Geosci, Sch Earth Sci & Resources, Beijing, Peoples R China 8.Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China 9.Fuzhou Inst Data Technol, Fuzhou 350200, Peoples R China |
| 推荐引用方式 GB/T 7714 | Hou, Chengbin,Liu, Kaichuang,Wang, Tianheng,et al. DDE KG Editor: A data service system for knowledge graph construction in geoscience[J]. GEOSCIENCE DATA JOURNAL,2024:13. |
| APA | Hou, Chengbin.,Liu, Kaichuang.,Wang, Tianheng.,Shi, Shunzhong.,Li, Yan.,...&Lv, Hairong.(2024).DDE KG Editor: A data service system for knowledge graph construction in geoscience.GEOSCIENCE DATA JOURNAL,13. |
| MLA | Hou, Chengbin,et al."DDE KG Editor: A data service system for knowledge graph construction in geoscience".GEOSCIENCE DATA JOURNAL (2024):13. |
入库方式： OAI收割
来源：地理科学与资源研究所
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