Discussion on causality and correlation in geological research
文献类型：期刊论文
| 作者 | Zhang Qi1; Jiao ShouTao2,3; Lu XinXiang4 |
| 刊名 | ACTA PETROLOGICA SINICA
 |
| 出版日期 | 2018 |
| 卷号 | 34期号:2页码:275-280 |
| 关键词 | Big Data Causality Correlation Deposit Genesis Basalt Discrimination Diagram |
| ISSN号 | 1000-0569 |
| 文献子类 | Article |
| 英文摘要 | Big data is an effective method through our study in the recent two years. For a long time, human is to know the world by causality, but big data is to increase the value of the data by mining data correlation. In the study of ore deposit, for example, people tend to focus too much on the genesis of ore deposit, the causality between mineralization and magma, the fluid and rock mass. In fact, the relationship is not causality, but correlation. Earlier the basalt tectonic environment discrimination diagrams are almost designed according to the causality thinking, and obtained the certain effect, but are not perfect. We use global basalt and andesite data mining, achieved excellent result. It is mainly based on correlation rather than the causality between elements. For many years, people in the scientific research activities are used to pursuit of causality. Now, the scientific development requires us to pay more attention to the correlation between data, change from pursuit of causality to the pursuit of the correlation. The practice shows that the interference of human factors inevitable during the pursuit of causality. But big data avoid interference with human factors through data mining to pursuit the correlation. Therefore, the result of big data is reliable. |
| WOS关键词 | DISCRIMINATION ; ROCKS |
| WOS研究方向 | Geology |
| 语种 | 英语 |
| WOS记录号 | WOS:000429429000003 |
| 出版者 | SCIENCE PRESS |
| 源URL | [http://ir.iggcas.ac.cn/handle/132A11/88329]  |
| 专题 | 地质与地球物理研究所_离退休科研人员 |
| 通讯作者 | Zhang Qi |
| 作者单位 | 1.Chinese Acad Sci, Inst Geol & Geophys, Beijing 100029, Peoples R China 2.Sun Yat Sen Univ, Sch Earth Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China 3.Guangdong Prov Key Lab Geol Proc & Mineral Resour, Guangzhou 510275, Guangdong, Peoples R China 4.Acad Land & Resources Henan Prov, Zhengzhou 450053, Henan, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang Qi,Jiao ShouTao,Lu XinXiang. Discussion on causality and correlation in geological research[J]. ACTA PETROLOGICA SINICA,2018,34(2):275-280. |
| APA | Zhang Qi,Jiao ShouTao,&Lu XinXiang.(2018).Discussion on causality and correlation in geological research.ACTA PETROLOGICA SINICA,34(2),275-280. |
| MLA | Zhang Qi,et al."Discussion on causality and correlation in geological research".ACTA PETROLOGICA SINICA 34.2(2018):275-280. |
入库方式： OAI收割
来源：地质与地球物理研究所
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