@GezimSejdiu GezimSejdiu released this Dec 14, 2017 · 239 commits to master since this release

Assets 4

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

  • Scala 2.11.11
  • Apache Spark 2.2.1
  • Apache Flink 1.4.0
  • Apache Jena 3.5.0