Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques

Q Qiu, Z **e, L Wu, L Tao - Earth Science Informatics, 2020 - Springer
A large number of georeferenced quantitative data about rock and geoscience surveys are
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

X Ma, C Ma, C Wang - Computers & Geosciences, 2020 - Elsevier
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 …

Extending the NegEx lexicon for multiple languages

WW Chapman, D Hillert, S Velupillai, M Kvist… - MEDINFO …, 2013 - ebooks.iospress.nl
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 …

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 …

Ontology-driven data integration and visualization for exploring regional geologic time and paleontological information

C Wang, X Ma, J Chen - Computers & geosciences, 2018 - Elsevier
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 …

Text mining and knowledge graph construction from geoscience literature legacy: A review

C Wang, Y Li, J Chen - 2023 - pubs.geoscienceworld.org
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 …

A geologic timescale ontology and service

SJD Cox, SM Richard - Earth Science Informatics, 2015 - Springer
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 …

Paleobiogeographic Knowledge Graph: An Ongoing Work with Fundamental Support for Future Research

L Zhang, Z Hou, B Shen, Q Chen, S Dong… - Journal of Earth Science, 2023 - Springer
Paleobiogeography investigates geographical distributions of fossil organisms and
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 …

Ontology-aided annotation, visualization, and generalization of geological time-scale information from online geological map services

X Ma, EJM Carranza, C Wu, FD van der Meer - Computers & geosciences, 2012 - Elsevier
Geological maps are increasingly published and shared online, whereas tools and services
supporting information retrieval and knowledge discovery are underdeveloped. In this study …