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 …

[BOG][B] Introduction to description logic

F Baader, I Horrocks, C Lutz, U Sattler - 2017 - books.google.com
Description logics (DLs) have a long tradition in computer science and knowledge
representation, being designed so that domain knowledge can be described and so that …

A review of geospatial semantic information modeling and elicitation approaches

M Kokla, E Guilbert - ISPRS International Journal of Geo-Information, 2020 - mdpi.com
The present paper provides a review of two research topics that are central to geospatial
semantics: information modeling and elicitation. The first topic deals with the development of …

Modular ontology modeling

C Shimizu, K Hammar, P Hitzler - Semantic Web, 2023 - content.iospress.com
Reusing ontologies for new purposes, or adapting them to new use-cases, is frequently
difficult. In our experiences, we have found this to be the case for several reasons:(i) differing …

AgKit4EE: A toolkit for agricultural land use modeling of the conterminous United States based on Google Earth Engine

C Zhang, L Di, Z Yang, L Lin, P Hao - Environmental Modelling & Software, 2020 - Elsevier
Abstract Google Earth Engine (GEE) is an ideal platform for large-scale geospatial
agricultural and environmental modeling based on its diverse geospatial datasets, easy-to …

MODL: a modular ontology design library

C Shimizu, Q Hirt, P Hitzler - arxiv preprint arxiv:1904.05405, 2019 - arxiv.org
Pattern-based, modular ontologies have several beneficial properties that lend themselves
to FAIR data practices, especially as it pertains to Interoperability and Reusability. However …

[PDF][PDF] Towards a Simple but Useful Ontology Design Pattern Representation Language.

P Hitzler, A Gangemi, K Janowicz, AA Krisnadhi… - WOP@ ISWC, 2017 - academia.edu
The need for a representation language for ontology design patterns has long been
recognized. However, the body of literature on the topic is still rather small and does not …

Geospatial semantics

Y Hu - arxiv preprint arxiv:1707.03550, 2017 - arxiv.org
Geospatial semantics is a broad field that involves a variety of research areas. The term
semantics refers to the meaning of things, and is in contrast with the term syntactics …

Towards complex ontology alignment using large language models

R Amini, SS Norouzi, P Hitzler, R Amini - International Knowledge Graph …, 2024 - Springer
Ontology alignment, a critical process in the Semantic Web for detecting relationships
between different ontologies, has traditionally focused on identifying so-called “simple” 1-to …

The enslaved ontology: Peoples of the historic slave trade

C Shimizu, P Hitzler, Q Hirt, D Rehberger… - Journal of Web …, 2020 - Elsevier
Abstract We present the Enslaved Ontology (V1. 0) which was developed for integrating data
about the historic slave trade from diverse sources in a use case driven by historians …