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Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives
The rapid development of information and communication technologies has enabled a value
co-creation paradigm for develo** industrial products and services, where massive …
co-creation paradigm for develo** industrial products and services, where massive …
Knowledge graph construction and application in geosciences: A review
X Ma - Computers & Geosciences, 2022 - Elsevier
Abstract Knowledge graph (KG) is a topic of great interests to geoscientists as it can be
deployed throughout the data life cycle in data-intensive geoscience studies. Nevertheless …
deployed throughout the data life cycle in data-intensive geoscience studies. Nevertheless …
K2: A foundation language model for geoscience knowledge understanding and utilization
Large language models (LLMs) have achieved great success in general domains of natural
language processing. In this paper, we bring LLMs to the realm of geoscience with the …
language processing. In this paper, we bring LLMs to the realm of geoscience with the …
Geoscience knowledge graph in the big data era
C Zhou, H Wang, C Wang, Z Hou, Z Zheng… - Science China Earth …, 2021 - Springer
Since the beginning of the 21st century, the geoscience research has been entering a
significant transitional period with the establishment of a new knowledge system as the core …
significant transitional period with the establishment of a new knowledge system as the core …
Construction and application of a knowledge graph for iron deposits using text mining analytics and a deep learning algorithm
Reports on mineral exploration provide several insights regarding the geological settings of
mineral deposits. However, because the reports are presented as unstructured text, it can be …
mineral deposits. However, because the reports are presented as unstructured text, it can be …
Chinese engineering geological named entity recognition by fusing multi-features and data enhancement using deep learning
The engineering geology report serves as a comprehensive portrayal of the geological
conditions and information within a surveyed region, making it highly valuable for extracting …
conditions and information within a surveyed region, making it highly valuable for extracting …
Geoscience knowledge graph (GeoKG): Development, construction and challenges
X Zhang, Y Huang, C Zhang, P Ye - Transactions in GIS, 2022 - Wiley Online Library
Big earth data is a cross‐domain of geoscience and information science, which provides a
novel perspective for solving geoscience problems. Most contemporary research is driven …
novel perspective for solving geoscience problems. Most contemporary research is driven …
Chinese named entity recognition in the geoscience domain based on BERT
X Lv, Z **e, D Xu, X **, K Ma, L Tao… - Earth and Space …, 2022 - Wiley Online Library
Geological reports are frequently used by geologists involved in geological surveys and
scientific research to record the results and outcomes of geological surveys. With such a rich …
scientific research to record the results and outcomes of geological surveys. With such a rich …
Ontology-based BERT model for automated information extraction from geological hazard reports
Geological knowledge can provide support for knowledge discovery, knowledge inference
and mineralization predictions of geological big data. Entity identification and relationship …
and mineralization predictions of geological big data. Entity identification and relationship …
What is this article about? Generative summarization with the BERT model in the geosciences domain
In recent years, a large amount of data has been accumulated, such as those recorded in
geological journals and report literature, which contain a wealth of information, but these …
geological journals and report literature, which contain a wealth of information, but these …