Selforganization in Distributed Semantic Repositories

  • Robert Tolksdorf
  • Anne Augustin
  • Sebastian Koske
Conference paper

DOI: 10.1007/978-3-642-14956-6_1

Part of the Lecture Notes in Computer Science book series (LNCS, volume 6152)
Cite this paper as:
Tolksdorf R., Augustin A., Koske S. (2010) Selforganization in Distributed Semantic Repositories. In: Zseby T., Savola R., Pistore M. (eds) Future Internet - FIS 2009. FIS 2009. Lecture Notes in Computer Science, vol 6152. Springer, Berlin, Heidelberg

Abstract

Principles from nature-inspired selforganization can help to attack the massive scalability challenges in future internet infrastructures. We researched into ant-like mechanisms for clustering semantic information. We outline algorithms to store related information within clusters to facilitate efficient and scalable retrieval. At the core are similarity measures that cannot consider global information such as a completely shared ontology. Mechanisms for syntax-based URI-similarity and the usage of a dynamic partial view on an ontology for path-length based similarity are described and evaluated. We give an outlook on how to consider application specific relations for clustering with a usecase in geo-information systems.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  • Robert Tolksdorf
    • 1
  • Anne Augustin
    • 1
  • Sebastian Koske
    • 1
  1. 1.Netzbasierte Informationssysteme, Institut för InformatikFreie Universität Berlin 

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