Many established methods for generating knowledge graph embeddings suffer from limitations because they only consider surface facts (triplets) and ignore additional information such as entity types and relation paths, which could otherwise improve embedding accuracy.

Authors

• Person: Not available Organization: Springer
  Knowledge Graphs: Opportunities and Challenges - Springer Nature

Sources

• Knowledge Graphs: Opportunities and Challenges - Springer Nature link.springer.com Springer via serper

Referenced by nodes (3)

• knowledge graph embeddings concept
• triplets concept
• entity types concept