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Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques
A large number of georeferenced quantitative data about rock and geoscience surveys are
buried in geological documents and remain unused. Data analytics and information …
buried in geological documents and remain unused. Data analytics and information …
A new structure for representing and tracking version information in a deep time knowledge graph
Ontologies and vocabularies are an effective way to promote data interoperability in open
data and open science. The deep time knowledge graph is one of the most discussed and …
data and open science. The deep time knowledge graph is one of the most discussed and …
Extending the NegEx lexicon for multiple languages
We translated an existing English negation lexicon (NegEx) to Swedish, French, and
German and compared the lexicon on corpora from each language. We observed Zipf's law …
German and compared the lexicon on corpora from each language. We observed Zipf's law …
Recent progress on geologic time ontologies and considerations for future works
X Ma, P Fox - Earth Science Informatics, 2013 - Springer
Semantic Web technologies bring innovative ideas to computer applications in geoscience.
As an essential part of the Semantic Web, ontologies are increasingly discussed in the …
As an essential part of the Semantic Web, ontologies are increasingly discussed in the …
Ontology-driven data integration and visualization for exploring regional geologic time and paleontological information
Initiatives of open data promote the online publication and sharing of large amounts of
geologic data. How to retrieve information and discover knowledge from the big data is an …
geologic data. How to retrieve information and discover knowledge from the big data is an …
Text mining and knowledge graph construction from geoscience literature legacy: A review
In the recent decade, knowledge graph has been a key technique under quick development
in artificial intelligence. Due to its great potential for tackling big data and solving complex …
in artificial intelligence. Due to its great potential for tackling big data and solving complex …
A geologic timescale ontology and service
We have developed an OWL ontology for the geologic timescale, derived from a Unified
Modeling Language (UML) model that formalized the practice of the International …
Modeling Language (UML) model that formalized the practice of the International …
Paleobiogeographic Knowledge Graph: An Ongoing Work with Fundamental Support for Future Research
Paleobiogeography investigates geographical distributions of fossil organisms and
controlling factors that affect their distributions in geological history, to reveal the macro …
controlling factors that affect their distributions in geological history, to reveal the macro …
[HTML][HTML] A comprehensive construction of the domain ontology for stratigraphy
H Xu, Y Zhao, H Huang, S Dong, Y Shi, C Huang… - Geoscience …, 2023 - Elsevier
Stratigraphic knowledge, the cornerstone of geoscience, needs to be represented by the
Knowledge Graph based upon ontology, in order to apply the state-of-the-art big-data …
Knowledge Graph based upon ontology, in order to apply the state-of-the-art big-data …
Ontology-aided annotation, visualization, and generalization of geological time-scale information from online geological map services
Geological maps are increasingly published and shared online, whereas tools and services
supporting information retrieval and knowledge discovery are underdeveloped. In this study …
supporting information retrieval and knowledge discovery are underdeveloped. In this study …