Knowledge Graph Kg | List of Frontiers open access articles

Mini Review

Published on 08 Sep 2022

Application of knowledge graph in power system fault diagnosis and disposal: A critical review and perspectives

in Smart Grids

Qian Chen
Qiang Li
Jiyang Wu
Chizu Mao
Guangqiang Peng
Dianchu Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2022.988280

8,727 views
27 citations

Original Research

Published on 03 Jun 2022

Representation Learning: Recommendation With Knowledge Graph via Triple-Autoencoder

in Computational Genomics

Yishuai Geng
Xiao Xiao
Xiaobing Sun
Yi Zhu

Frontiers in Genetics

doi 10.3389/fgene.2022.891265

3,281 views
7 citations

Original Research

Published on 13 Jun 2023

Using knowledge graphs to infer gene expression in plants

in AI in Food, Agriculture and Water

Anne E. Thessen
Laurel Cooper
Tyson L. Swetnam
Harshad Hegde
Justin Reese
Justin Elser
Pankaj Jaiswal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1201002

4,722 views
4 citations

Original Research

Published on 02 Mar 2023

Fault diagnosis of the HVDC system based on the CatBoost algorithm using knowledge graphs

in Smart Grids

Jiyang Wu
Qiang Li
Qian Chen
Nan Zhang
Chizu Mao
Litai Yang
Jinyu Wang

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1144785

5,323 views
22 citations

Original Research

Published on 04 Dec 2025

NatureKG: an ontology and knowledge graph for nature finance with a Text2Cypher application

in AI in Finance

Neetu Kushwaha
Alok Singh
Hassan Aftab Sheikh

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1693843

2,369 views
1 citation

Systematic Review

Published on 03 Mar 2026

Traditional Chinese medicine for type 2 diabetes with metabolic-associated steatotic liver disease: unified effects and design thresholds

in Clinical Diabetes

Youfang Liu
Bibi Wang
Liting Wang
Haozhe Xiong
Hua Zhang
Yang Cheng

Frontiers in Endocrinology

doi 10.3389/fendo.2026.1740126

583 views

Original Research

Published on 09 Apr 2026

Construction and evaluation of the knowledge graph and large model question-answering system for Jin San Zhen therapy: a tool study for primary care and general practice

in Family Medicine and Primary Care

Junjie Chen
Minting Luo
Jianchao Chen
Guangming Luo
Genxin Li
Chubin Lei
Dongjing Chen
Jin Yu
Kunru Gu

Frontiers in Medicine

doi 10.3389/fmed.2026.1755583

356 views

Articles

Application of knowledge graph in power system fault diagnosis and disposal: A critical review and perspectives

Representation Learning: Recommendation With Knowledge Graph via Triple-Autoencoder

Using knowledge graphs to infer gene expression in plants

Fault diagnosis of the HVDC system based on the CatBoost algorithm using knowledge graphs

NatureKG: an ontology and knowledge graph for nature finance with a Text2Cypher application

Traditional Chinese medicine for type 2 diabetes with metabolic-associated steatotic liver disease: unified effects and design thresholds

Construction and evaluation of the knowledge graph and large model question-answering system for Jin San Zhen therapy: a tool study for primary care and general practice