Construction and Application of a Knowledge Graph for Gold Deposits in the Jiapigou Gold Metallogenic Belt, Jilin Province, China
نویسندگان
چکیده
Over the years, many geological exploration reports and considerable data have been accumulated during prospecting of Jiapigou gold metallogenic belt (JGMB). It is very important to fully utilize these mineralogical big guide future exploration. This work collects original textual different deposits in JGMB constructs a knowledge graph (KG) for based on deep learning (DL) natural language processing (NLP). Based characteristics deposits, visual construction method KG calculation similarity between are proposed. In this paper, 20 entities 24 relationship categories considered. By condensing key information, conditions factors controlling ore 14 typical systematically analyzed, regularity summarized. calculating deposits’ cosine similarities KG, mineralization types can be divided into two according industrial bodies. The results also show that cutting-edge technology extract rich information ore-forming criteria contained help researchers quickly analyze information.
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ژورنال
عنوان ژورنال: Minerals
سال: 2022
ISSN: ['2075-163X']
DOI: https://doi.org/10.3390/min12091173