Knowledge Graph Reasoning

Knowledge Graph Reasoning is a computational method that derives implicit, semantically consistent knowledge from explicit facts within a knowledge graph by leveraging logical, symbolic, or neural inference mechanisms to infer novel relationships, resolve inconsistencies, or complete missing information.

555

Publications

30.4K

Citations

2.1K

Authors

540

Institutions

Publications per year

2017–2026

531

Variants

Knowledge Graph Inference

Parents

Knowledge Graph DesignKnowledge Graphs

Publications

555

A review: Knowledge reasoning over knowledge graph

Xiaojun Chen, Shengbin Jia, Yang Xiang · Expert Systems with Applications · 2019 · 1K citations

Computing, Computer Science, Knowledge Capture +11

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

Wenhan Xiong, Thien Hoang, William Yang Wang · 2017 · 772 citations · Full text

Computing, Computer Science, Knowledge Representation +16

Explainable Reasoning over Knowledge Graphs for Recommendation

Xiang Wang, Dingxian Wang, Canran Xu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 735 citations · Full text

Computing, Computer Science, Knowledge Representation +15

Knowledge Graphs: Opportunities and Challenges

Ciyuan Peng, Feng Xia, Mehdi Naseriparsa et al. · Artificial Intelligence Review · 2023 · 604 citations · Full text

Computing, Knowledge Management, Data Mining +16

Computational Fact Checking from Knowledge Networks

Giovanni Luca Ciampaglia, Prashant Shiralkar, Luís M. Rocha et al. · PLoS ONE · 2015 · 498 citations · Full text

Computing, Computer Science, Information Retrieval +16

1–5 of 555

Authors

2.1K

HC
Huajun Chen
Zhejiang University, China
9 publications · 591 citations
9
h-index
JL
Jure Leskovec
Stanford University, United States
8 publications · 376 citations
8
h-index
JC
Jiaoyan Chen
University of Oxford, United Kingdom
7 publications · 317 citations
7
h-index
SP
Shirui Pan
Monash University, Australia
6 publications · 206 citations
6
h-index
KP
Karuna Pande Joshi
University of Maryland, Baltimore County, United States
6 publications · 242 citations
6
h-index

1–5 of 2.1K

Institutions

540

1–8 of 540

Venues

arXiv (Cornell University)
Repository · 66 publications · 2.5K citations
28
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 19 publications · 2.2K citations
17
h-index
Knowledge-Based Systems
21 publications · 888 citations
17
h-index
Neurocomputing
14 publications · 335 citations
13
h-index
Expert Systems with Applications
10 publications · 1.4K citations
10
h-index

1–5