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Entity Alignment: Concepts, Recent Advances and Novel Approaches
Hardcover
Series: Big Data Management
ISBN13: 9789819942497
Publisher: Springer Nature
Published: Oct 26 2023
Pages: 247
Weight: 1.19
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
Specifically, the book includes comprehensive evaluations and detailed analyses of state-of-the-art entity alignment approaches and strives to provide a clear picture of the strengths and weaknesses of the currently available solutions, so as to inspire follow-upresearch. In addition, it identifies novel entity alignment scenarios and explores the issues of large-scale data, long-tail knowledge, scarce supervision signals, lack of labelled data, and multimodal knowledge, offering potential directions for future research.
The book offers a valuable reference guide for junior researchers, covering the latest advances in entity alignment, and a valuable asset for senior researchers, sharing novel entity alignment scenarios and their solutions. Accordingly, it will appeal to a broad audience in the fields of knowledge bases, database management, artificial intelligence and big data.
1 different editions
Also available
Entity Alignment: Concepts, Recent Advances and Novel Approaches
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Zeng, Weixin
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Zhao, Xiang
Entity Alignment: Concepts, Recent Advances and Novel Approaches
Zhao, Xiang
Zeng, Weixin
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