SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems
Abstract
References
Index Terms
- SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems
Recommendations
Degree aware based adversarial graph convolutional networks for entity alignment in heterogeneous knowledge graph
AbstractEntity alignment, as the vital technique for knowledge graph construction and integration, aims to match entities that refer to the same real-world identity in different knowledge graphs (KGs). Recently, much effort has been devoted to ...
Multi-modal Graph Convolutional Network for Knowledge Graph Entity Alignment
Web and Big DataAbstractEntity Alignment (EA) plays a crucial role in the integration of multiple knowledge graphs (KGs). With the blooming of KGs, the auxiliary multi-modal data, such as attributions and images, are widely used to enhance alignment performance. However, ...
RE-GCN: Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs
Database Systems for Advanced ApplicationsAbstractEntity alignment is a fundamental task of matching synonymous entities from different knowledge graphs (KGs). Most of the existing methods perform this task by evaluating the similarity among entity embeddings learned from heterogeneous KGs, where ...
Comments
Information & Contributors
Information
Published In
![cover image ACM Transactions on Intelligent Systems and Technology](/cms/asset/39b3a3ac-629c-4d20-8d33-a8fed02a9503/3613561.cover.jpg)
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Research-article
Funding Sources
- National Key Research and Development Program of China
- National Natural Science Fund of China
- GuangDong Basic and Applied Basic Research Foundation
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 209Total Downloads
- Downloads (Last 12 months)209
- Downloads (Last 6 weeks)6
Other Metrics
Citations
Cited By
View allView Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in