What is a multi-modal knowledge graph: a survey

J Peng, X Hu, W Huang, J Yang - Big Data Research, 2023 - Elsevier
With the explosive growth of multi-modal information on the Internet, the multi-modal
knowledge graph (MMKG) has become an important research topic in knowledge graphs to …

[HTML][HTML] Synthesis of multilevel knowledge graphs: Methods and technologies for dynamic networks

T Man, A Vodyaho, DI Ignatov, I Kulikov… - … Applications of Artificial …, 2023 - Elsevier
Abstract Knowledge Graphs is one of the most popular techniques for knowledge-based
modelling in various subdomains of modern AI technologies ranging from natural language …

Evolution of Big Data Models from Hierarchical Models to Knowledge Graphs

AM Olawoyin, CK Leung… - 2023 IEEE 47th Annual …, 2023 - ieeexplore.ieee.org
For resilient computing in a sustainable cyber-physical world, it is important to well manage
data. Hence, in this paper, we examine the evolution of big data models. These database …

Big data management and mining models and their applications

A Olawoyin - 2024 - mspace.lib.umanitoba.ca
The world is dynamic, so are big data. The evolving challenges of managing big data
volume, variety, veracity, validity, and velocity has resulted in several studies focusing on …