Knowledge Graph Construction

Knowledge Graph Construction is a methodological process in knowledge engineering that involves the systematic extraction, integration, and structuring of heterogeneous data sources into a unified, semantically rich graph representation composed of entities, relations, and attributes governed by a formal ontology.

778

Publications

36.1K

Citations

2.6K

Authors

810

Institutions

Publications per year

2017–2026

656

Variants

Knowledge Graph CreationKnowledge Graph Generation

Parents

Knowledge Graphs

Publications

778

Knowledge Graph Embedding via Dynamic Mapping Matrix

Guoliang Ji, Shizhu He, Liheng Xu et al. · 2015 · 1.9K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Knowledge graph refinement: A survey of approaches and evaluation methods

Heiko Paulheim · Semantic Web · 2016 · 1.2K citations · Full text

Management, Computer Science, Knowledge Representation +14

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction

Zhepei Wei, Jianlin Su, Yue Wang et al. · 2020 · 622 citations · Full text

Computing, Computer Science, Computational Linguistics +12

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

Enhancing Mathematical Reasoning in the Classroom: The Effects of Cooperative Learning and Metacognitive Training

Bracha Kramarski, Zemira R. Mevarech · American Educational Research Journal · 2003 · 447 citations

Education, Educational Psychology, Mathematics Education +14

1–5 of 778

Authors

2.6K

HC
Huajun Chen
Zhejiang University, China
10 publications · 557 citations
11
h-index
SA
Sören Auer
University of Bonn, Germany
9 publications · 447 citations
9
h-index
NZ
Ningyu Zhang
Zhejiang University, China
9 publications · 580 citations
9
h-index
JS
Juan Sequeda
The University of Texas at Austin, United States
7 publications · 421 citations
7
h-index
JH
Jiawei Han
University of Illinois Urbana-Champaign, United States
7 publications · 364 citations
7
h-index

1–5 of 2.6K

Institutions

810

1–8 of 810

Venues

Advanced Engineering Informatics
18 publications · 966 citations
19
h-index
IEEE Access
22 publications · 983 citations
17
h-index
arXiv (Cornell University)
Repository · 21 publications · 664 citations
15
h-index
Expert Systems with Applications
14 publications · 545 citations
13
h-index
Knowledge-Based Systems
13 publications · 760 citations
13
h-index

1–5