Knowledge Graphs: Introduction, History and, Perspectives
The work
| Authors | Vinay K. Chaudhri; Chaitanya K. Baru; Naren Chittar; Dong Xin; Michael Genesereth; James Hendler; Aditya A. Kalyanpur; Douglas B. Lenat; Juan Sequeda; Denny Vrandečić; Kuansan Wang |
|---|---|
| Editors | |
| Type | article |
| Year | 2022 |
| Citekey | chaudhri2022knowledge |
Where it appeared
| Published in | AI Magazine |
|---|---|
| Publisher | Association for the Advancement of Artificial Intelligence |
| Volume | 43 |
| Issue | 1 |
| Pages | 17--29 |
Identifiers
| DOI | 10.1002/aaai.12033 |
|---|---|
| OpenAlex | W4229377239 |
Access
| Landing page | https://doi.org/10.1002/aaai.12033 |
|---|---|
| Free full text | https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aaai.12033 |
From OpenAlex, which stores abstracts as an index of words and their positions: what is shown is rebuilt from that, and reads fluently whether or not it is what the author wrote.
Abstract
Abstract Knowledge graphs (KGs) have emerged as a compelling abstraction for organizing the world's structured knowledge and for integrating information extracted from multiple data sources. They are also beginning to play a central role in representing information extracted by AI systems, and for improving the predictions of AI systems by giving them knowledge expressed in KGs as input. The goals of this article are to (a) introduce KGs and discuss important areas of application that have gained recent prominence; (b) situate KGs in the context of the prior work in AI; and (c) present a few contrasting perspectives that help in better understanding KGs in relation to related technologies.
How it got here
| How it got here | agent via openalex |
|---|---|
| Added | 2026-10-23 13:37 UTC |
| Not denied by | a person 2026-10-29 17:12 UTC |
Cite it as
@article{chaudhri2022knowledge,
title = {Knowledge Graphs: Introduction, History and, Perspectives},
author = {Vinay K. Chaudhri and Chaitanya K. Baru and Naren Chittar and Dong Xin and Michael Genesereth and James Hendler and Aditya A. Kalyanpur and Douglas B. Lenat and Juan Sequeda and Denny Vrandečić and Kuansan Wang},
year = {2022},
journal = {AI Magazine},
publisher = {Association for the Advancement of Artificial Intelligence},
volume = {43},
number = {1},
pages = {17--29},
doi = {10.1002/aaai.12033},
}
This record lives at https://refs.drheap.org/chaudhri2022knowledge/ and will keep doing so.