Features

Updated: Rule mining algorithm for RDF graphs based on AMIE+ further developed (still beta status)
Updated: semantic similarity measures: They can be defined as a function of common and distinctive features among different entities. We have implemented the following measures:
- Jaccard similarity,
- Rodr ́ıguez and Egenhofer similarity
- Tversky Ratio Model
- Batet Similarity
Updated: Clustering algorithms further extended and evaluated (Experimental)
- Silvia Link Clustering
- Border Flow (Extended for RDF)
- Power Iteration Clustering (Extended for RDF)
- Modularity Clustering
New : Anomaly detection (beta status)
New : Vandalism Detection (beta status)
Knowledge graph embedding approaches integrated into the SANSA core: TransE (beta status), DistMult (beta status)
In-Progress: Terminological Decision Trees for the classification of concepts

Dependency changes