Knowledge graphs: Opportunities and challenges

C Peng, F Xia, M Naseriparsa, F Osborne - Artificial Intelligence Review, 2023 - Springer
With the explosive growth of artificial intelligence (AI) and big data, it has become vitally
important to organize and represent the enormous volume of knowledge appropriately. As …

A retrospective of knowledge graphs

J Yan, C Wang, W Cheng, M Gao, A Zhou - Frontiers of Computer Science, 2018 - Springer
Abstract Information on the Internet is fragmented and presented in different data sources,
which makes automatic knowledge harvesting and understanding formidable for machines …

Knowledge graphs

A Hogan, E Blomqvist, M Cochez, C d'Amato… - ACM Computing …, 2021 - dl.acm.org
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 …

Introduction: what is a knowledge graph?

D Fensel, U Şimşek, K Angele, E Huaman… - … : Methodology, tools and …, 2020 - Springer
Since its inception by Google, Knowledge Graph has become a term that is recently
ubiquitously used yet does not have a well-established definition. This section attempts to …

A review: Knowledge reasoning over knowledge graph

X Chen, S Jia, Y Xiang - Expert systems with applications, 2020 - Elsevier
Mining valuable hidden knowledge from large-scale data relies on the support of reasoning
technology. Knowledge graphs, as a new type of knowledge representation, have gained …

[PDF][PDF] Towards a definition of knowledge graphs.

L Ehrlinger, W Wöß - SEMANTiCS (Posters, Demos, SuCCESS), 2016 - ceur-ws.org
Recently, the term knowledge graph has been used frequently in research and business,
usually in close association with Semantic Web technologies, linked data, large-scale data …

Knowledge graphs on the web–an overview

N Heist, S Hertling, D Ringler… - Knowledge Graphs for …, 2020 - ebooks.iospress.nl
Abstract Knowledge Graphs are an emerging form of knowledge representation. While
Google coined the term Knowledge Graph first and promoted it as a means to improve their …

Recent trends in knowledge graphs: theory and practice

S Tiwari, FN Al-Aswadi, D Gaurav - Soft Computing, 2021 - Springer
With the extensive growth of data that has been joined with the thriving development of the
Internet in this century, finding or getting valuable information and knowledge from these …

Topic analysis and development in knowledge graph research: A bibliometric review on three decades

X Chen, H Xie, Z Li, G Cheng - Neurocomputing, 2021 - Elsevier
Abstract Knowledge graph as a research topic is increasingly popular to represent structural
relations between entities. Recent years have witnessed the release of various open-source …

A survey of techniques for constructing Chinese knowledge graphs and their applications

T Wu, G Qi, C Li, M Wang - Sustainability, 2018 - mdpi.com
With the continuous development of intelligent technologies, knowledge graph, the
backbone of artificial intelligence, has attracted much attention from both academic and …