Entity alignment : concepts, recent advances and novel approaches

Entity alignment : concepts, recent advances and novel approaches / Xiang Zhao, Weixin Zeng, Jiuyang Tang.

This open access book systematically investigates, the topic of entity alignment, which aims to detect equivalent entities that are located in different knowledge graphs. Entity alignment represents an essential step in enhancing the quality of knowledge graphs, and hence is of significance to downs...

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Bibliographic Details
Main Authors: Zhao, Xiang (Computer scientist) (Author), Zeng, Weixin (Author), Tang, Jiuyang (Author)
Format: eBook
Language:English
Published: Singapore : Springer, 2023.
Series:Big data management,
Subjects:
Data mining.
Big data.
Information visualization.
Online Access:Click for online access
Table of Contents:
  • Chapter 1. Introduction to Entity Alignment
  • Chapter 2. State-of-the-art Approaches and Categorization
  • Chapter 3. Recent Advance in Representation Learning
  • Chapter 4. Recent Advance in Alignment Inference
  • Chapter 5. Experimental Survey and Evaluation
  • Chapter 6. Large-scale Entity Alignment
  • Chapter 7. Long-tail Entity Alignment
  • Chapter 8. Weakly-supervised Entity Alignment
  • Chapter 9. Unsupervised Entity Alignment
  • Chapter 10. Multimodal Entity Alignment.

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