Udvidet returret til d. 31. januar 2025

Knowledge Graph Completion and Its Applications

af Yu Zhao
Bag om Knowledge Graph Completion and Its Applications

Knowledge Graphs (KGs) attract increasing interest in research in various KG-driven AI-related fields, such as question answering, information recommendation, dialogue, etc. KGs are effective well-structural relational databases for knowledge acquisition. This book presents our research and developments on knowledge graph learning and its applications. Specifically, we mainly focus on: 1) knowledge graph completion, including entity and relation prediction, and entity typing, and 2) the KG applications, including its utilization in fine-grained entity typing, and stock movement prediction.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9786206142300
  • Indbinding:
  • Paperback
  • Sideantal:
  • 136
  • Udgivet:
  • 10. februar 2023
  • Størrelse:
  • 150x9x220 mm.
  • Vægt:
  • 221 g.
  • BLACK NOVEMBER
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Leveringstid: 2-3 uger
Forventet levering: 11. december 2024

Beskrivelse af Knowledge Graph Completion and Its Applications

Knowledge Graphs (KGs) attract increasing interest in research in various KG-driven AI-related fields, such as question answering, information recommendation, dialogue, etc. KGs are effective well-structural relational databases for knowledge acquisition. This book presents our research and developments on knowledge graph learning and its applications. Specifically, we mainly focus on: 1) knowledge graph completion, including entity and relation prediction, and entity typing, and 2) the KG applications, including its utilization in fine-grained entity typing, and stock movement prediction.

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