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Knowledge Graph Completion and Its Applications

By Yu Zhao
About 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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  • Language:
  • English
  • ISBN:
  • 9786206142300
  • Binding:
  • Paperback
  • Pages:
  • 136
  • Published:
  • February 9, 2023
  • Dimensions:
  • 150x9x220 mm.
  • Weight:
  • 221 g.
Delivery: 1-2 weeks
Expected delivery: December 6, 2024

Description of 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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