Instance Based Clustering of Semantic Web Resources

@inproceedings{Grimnes2008InstanceBC,
  title={Instance Based Clustering of Semantic Web Resources},
  author={Gunnar Aastrand Grimnes and Peter Edwards and Alun D. Preece},
  booktitle={ESWC},
  year={2008}
}
The original Semantic Web vision was explicit in the need for intelligent autonomous agents that would represent users and help them navigate the Semantic Web. We argue that an essential feature for such agents is the capability to analyse data and learn. In this paper we outline the challenges and issues surrounding the application of clustering algorithms to Semantic Web data. We present several ways to extract instances from a large RDF graph and computing the distance between these. We… CONTINUE READING
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