Knowledge Extraction and Quality Inspection of Chinese Petrographic Description Texts with Complex Entities and Relations Using Machine Reading and Knowledge Graph: A Preliminary Research Study

Knowledge Extraction and Quality Inspection of Chinese Petrographic Description Texts with Complex Entities and Relations Using Machine Reading and Knowledge Graph: A Preliminary Research Study

(1) Background: Geological surveying is undergoing a digital transformation process towards the adoption of intelligent methods in China. Cognitive intelligence methods, such as those based on knowledge graphs and machine reading, have made progress in many domains and also provide a technical basis...

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Bibliographic Details
Main Authors: Zhongliang Chen, Feng Yuan, Xiaohui Li, Xiang Wang, He Li, Bangcai Wu, Yuheng Chen
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Minerals
Subjects:
knowledge graph of petrography
entity sequence labelling
relation classification
complex entity separation
regional metamorphic petrology
Online Access:https://www.mdpi.com/2075-163X/12/9/1080

Internet

https://www.mdpi.com/2075-163X/12/9/1080

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