Knowledge graphs
In this article, we provide a comprehensive introduction to knowledge graphs, which have
recently garnered significant attention from both industry and academia in scenarios that …
recently garnered significant attention from both industry and academia in scenarios that …
Machine knowledge: Creation and curation of comprehensive knowledge bases
Equip** machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …
relationships has been a longstanding goal of AI. Over the last decade, large-scale …
Owl2vec*: Embedding of owl ontologies
Semantic embedding of knowledge graphs has been widely studied and used for prediction
and statistical analysis tasks across various domains such as Natural Language Processing …
and statistical analysis tasks across various domains such as Natural Language Processing …
Ontology-based data access: A survey
We present the framework of ontology-based data access, a semantic paradigm for
providing a convenient and user-friendly access to data repositories, which has been …
providing a convenient and user-friendly access to data repositories, which has been …
[BOOK][B] Knowledge graphs
Smart speakers such as Alexa and Google Home introduced Artificial Intelligence (AI) in
millions soon billions of households, making AI an everyday experience. We can now look …
millions soon billions of households, making AI an everyday experience. We can now look …
Contextual semantic embeddings for ontology subsumption prediction
Automating ontology construction and curation is an important but challenging task in
knowledge engineering and artificial intelligence. Prediction by machine learning …
knowledge engineering and artificial intelligence. Prediction by machine learning …
An ontology-based knowledge graph for representing interactions involving RNA molecules
The “RNA world” represents a novel frontier for the study of fundamental biological
processes and human diseases and is paving the way for the development of new drugs …
processes and human diseases and is paving the way for the development of new drugs …
[HTML][HTML] Semantic 3D City Database—An enabler for a dynamic geospatial knowledge graph
A Chadzynski, N Krdzavac, F Farazi, MQ Lim, S Li… - Energy and AI, 2021 - Elsevier
This paper presents a dynamic geospatial knowledge graph as part of The World Avatar
project, with an underlying ontology based on CityGML 2.0 for three-dimensional …
project, with an underlying ontology based on CityGML 2.0 for three-dimensional …
Finding small proofs for description logic entailments: Theory and practice (extended technical report)
Logic-based approaches to AI have the advantage that their behaviour can in principle be
explained by providing their users with proofs for the derived consequences. However, if …
explained by providing their users with proofs for the derived consequences. However, if …
Agent-based modelling of socio-ecological systems: Models, projects and ontologies
NM Gotts, GAK van Voorn, JG Polhill, E de Jong… - Ecological …, 2019 - Elsevier
Abstract Socio-Ecological Systems (SESs) are the systems in which our everyday lives are
embedded, so understanding them is important. The complex properties of such systems …
embedded, so understanding them is important. The complex properties of such systems …