kgbench: A Collection of Knowledge Graph Datasets for Evaluating Relational and Multimodal Machine Learning.
Peter BloemXander WilckeLucas van BerkelVictor de BoerPublished in: ESWC (2021)
Keyphrases
- machine learning
- knowledge acquisition
- knowledge representation
- database
- learning systems
- knowledge discovery
- domain knowledge
- knowledge base
- prior knowledge
- data sets
- graph theory
- background knowledge
- connected components
- raw data
- knowledge based systems
- relational data
- inductive logic programming
- multi modal
- graph representation
- knowledge management
- expert systems
- active learning
- random walk
- document collections
- data analysis
- knowledge sharing
- pattern recognition
- directed graph
- reinforcement learning
- bayesian networks
- feature selection
- artificial intelligence
- graph structure
- graph model
- information retrieval