A comprehensive survey on automatic knowledge graph construction
Automatic knowledge graph construction aims at manufacturing structured human
knowledge. To this end, much effort has historically been spent extracting informative fact …
knowledge. To this end, much effort has historically been spent extracting informative fact …
Kgex: explaining knowledge graph embeddings via subgraph sampling and knowledge distillation
V Baltatzis, L Costabello - Learning on Graphs Conference, 2024 - proceedings.mlr.press
Despite being the go-to choice for link prediction on knowledge graphs, research on
interpretability of knowledge graph embeddings (KGE) has been relatively unexplored. We …
interpretability of knowledge graph embeddings (KGE) has been relatively unexplored. We …
FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings
Abstract Knowledge Graph (KG) embedding methods represent KG entities as vectors in an
embedding space, and they have been successfully used for a variety of tasks, including link …
embedding space, and they have been successfully used for a variety of tasks, including link …
Explainable knowledge graph embedding: Inference reconciliation for knowledge inferences supporting robot actions
Learned knowledge graph representations supporting robots contain a wealth of domain
knowledge that drives robot behavior. However, there does not exist an inference …
knowledge that drives robot behavior. However, there does not exist an inference …
Explaining Knowledge Graph Embedding via Latent Rule Learning
Knowledge Graph Embeddings (KGEs) embed entities and relations into continuous vector
space following certain assumption, and are a powerful tools for representation learning of …
space following certain assumption, and are a powerful tools for representation learning of …
[PDF][PDF] Using Multi-Relational Embeddings as Knowledge Graph Representations for Robotics Applications.
AA Daruna - 2022 - core.ac.uk
In this chapter we survey prior KG representations used for robot applications to situate our
proposed KG representation. The text in this chapter is selected from a broader survey …
proposed KG representation. The text in this chapter is selected from a broader survey …
[引用][C] Review and Application of Knowledge Graph in Crisis Management
In the contemporary social environment, social crisis events occur frequently with significant
impacts. Effective management of these events requires comprehensive group intention …
impacts. Effective management of these events requires comprehensive group intention …