Articoli correlati a Entity Alignment: Concepts, Recent Advances and Novel...
- EditoreSpringer-Nature New York Inc
- Data di pubblicazione2023
- ISBN 10 9819942497
- ISBN 13 9789819942497
- RilegaturaCopertina rigida
- LinguaInglese
- Numero edizione1
- Numero di pagine260
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Entity Alignment: Concepts, Recent Advances and Novel Approaches (Big Data Management)
Da: California Books, Miami, FL, U.S.A.
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Condizione: New. Codice articolo I-9789819942497
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Entity Alignment: Concepts, Recent Advances and Novel Approaches (Big Data Management)
Da: Ria Christie Collections, Uxbridge, Regno Unito
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Condizione: New. In. Codice articolo ria9789819942497_new
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Entity Alignment
Editore:
Springer Nature Singapore Okt 2023, 2023
ISBN 10: 9819942497
ISBN 13: 9789819942497
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Buch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 downstream applications, e.g., question answering and recommender systems. Recent years have witnessed a rapid increase in the number of entity alignment frameworks, while the relationships among them remain unclear. This book aims to fill that gap by elaborating the concept and categorization of entity alignment, reviewing recent advances in entity alignment approaches, and introducing novel scenarios and corresponding solutions.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-up research. 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. 260 pp. Englisch. Codice articolo 9789819942497
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Entity Alignment : Concepts, Recent Advances and Novel Approaches
Editore:
Springer Nature Singapore, Springer Nature Singapore, 2023
ISBN 10: 9819942497
ISBN 13: 9789819942497
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Buch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 downstream applications, e.g., question answering and recommender systems. Recent years have witnessed a rapid increase in the number of entity alignment frameworks, while the relationships among them remain unclear. This book aims to fill that gap by elaborating the concept and categorization of entity alignment, reviewing recent advances in entity alignment approaches, and introducing novel scenarios and corresponding solutions.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. Codice articolo 9789819942497
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Entity Alignment
Print on DemandDa: moluna, Greven, Germania
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Gebunden. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents the concept and categorization of entity alignment between knowledge graphsProvides a comprehensive overview and detailed evaluations of state-of-the-art entity alignment approachesIntroduces novel entity alignment scenarios and co. Codice articolo 881234320
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Entity Alignment: Concepts, Recent Advances and Novel Approaches
Editore:
Springer-Nature New York Inc, 2023
ISBN 10: 9819942497
ISBN 13: 9789819942497
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Da: Revaluation Books, Exeter, Regno Unito
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Hardcover. Condizione: Brand New. 258 pages. 9.25x6.10x0.79 inches. In Stock. Codice articolo x-9819942497
Quantità: 2 disponibili