A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, Philip S. Yu

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalIEEE Transactions on Neural Networks and Learning Systems
Volume33
Issue number2
Pages (from-to)494-514
Number of pages21
ISSN2162-237X
DOIs
Publication statusPublished - Feb 2022
Externally publishedYes
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Cognition
  • Deep learning
  • Extraterrestrial measurements
  • Knowledge acquisition
  • Knowledge based systems
  • Semantics
  • Task analysis
  • Taxonomy
  • Knowledge graph
  • knowledge graph completion (KGC)
  • Reasoning
  • Relation extraction
  • Representation learning
  • 3112 Neurosciences
  • 113 Computer and information sciences

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