Using Link Features for Entity Clustering in Knowledge Graphs.
Alieh SaeediEric PeukertErhard RahmPublished in: ESWC (2018)
Keyphrases
- knowledge base
- prior knowledge
- domain knowledge
- knowledge acquisition
- feature set
- knowledge based systems
- feature extraction
- high dimensionality
- similarity function
- knowledge representation
- low level
- k means
- cluster analysis
- feature vectors
- expert systems
- feature space
- clustering method
- high dimensional data
- semantic information
- image features
- spatial information
- graph matching
- complex structures
- graph theoretic
- unsupervised feature selection
- self organizing maps
- unsupervised learning
- data sets
- knowledge discovery
- object recognition
- clustering algorithm
- search engine
- machine learning