Domain-specific knowledge graphs: A survey

B Abu-Salih - Journal of Network and Computer Applications, 2021 - Elsevier
Abstract Knowledge Graphs (KGs) have made a qualitative leap and effected a real
revolution in knowledge representation. This is leveraged by the underlying structure of the …

Vadalog: Overview, extensions and business applications

T Baldazzi, L Bellomarini, M Gerschberger… - … Summer School 2022 …, 2023 - Springer
Abstract Knowledge graphs (KGs) have in recent years gained a large momentum both in
academic research and in business applications. They have become a bridge between …

Language model guided knowledge graph embeddings

MM Alam, MRAH Rony, M Nayyeri, K Mohiuddin… - IEEE …, 2022 - ieeexplore.ieee.org
Knowledge graph embedding models have become a popular approach for knowledge
graph completion through predicting the plausibility of (potential) triples. This is performed …

Optimal control strategy of multiple chiller system based on background knowledge graph

Q Xue, X Jin, Z Jia, Y Lyu, Z Du - Applied Energy, 2024 - Elsevier
The multiple chiller system is a key issue for energy saving of heating, ventilation, and air
conditioning (HVAC) system. Optimal control is an effective way to improve the operation …

Model-based construction of enterprise architecture knowledge graphs

PL Glaser, SJ Ali, E Sallinger, D Bork - International Conference on …, 2022 - Springer
Enterprise Architecture offers guidelines for the coherent, model-based design and
management of enterprises. EA models provide a layered, integrated, and cohesive …

Data science with Vadalog: Knowledge Graphs with machine learning and reasoning in practice

L Bellomarini, RR Fayzrakhmanov, G Gottlob… - Future Generation …, 2022 - Elsevier
Following the recent successful examples of large technology companies, many modern
enterprises seek to build Knowledge Graphs to provide a unified view of corporate …

Characterizing water quality datasets through multi-dimensional knowledge graphs: a case study of the Bogota river basin

JD Rondón Díaz… - Journal of Hydroinformatics, 2022 - iwaponline.com
The world is transforming into a predominantly urban space, meaning that cities have to be
ready to provide services, for instance, to ensure availability and sustainable management …

The temporal vadalog system

L Bellomarini, L Blasi, M Nissl, E Sallinger - International Joint Conference …, 2022 - Springer
The need for reasoning over temporal data has recently emerged. DatalogMTL is a highly
suitable language to handle many real-world applications. In spite of the deep theoretical …

A framework to build a causal knowledge graph for chronic diseases and cancers by discovering semantic associations from biomedical literature

A Daowd, M Barrett, S Abidi… - 2021 IEEE 9th …, 2021 - ieeexplore.ieee.org
Extracting knowledge from disparate biomedical literature can play an important role in the
discovery of disease mechanisms and remedial therapies. This paper explores a hybrid …

A graph-based representation of knowledge for managing land administration data from distributed agencies–A case study of Colombia

LM Vilches-Blázquez, J Saavedra - Geo-spatial Information …, 2022 - Taylor & Francis
Multiple efforts have been performed worldwide around diverse aspects of land
administration. However, land administration data and systems' notorious heterogeneity …