• DocumentCode
    2079747
  • Title

    Soft ontologies and similarity cluster tools to facilitate exploration and discovery of cultural heritage resources

  • Author

    Collao, A.Jr. ; Diaz-Kommonen, L. ; Kaipainen, M. ; Pietarila, J.

  • Author_Institution
    Art & Design Helsinki Univ., Finland
  • fYear
    2003
  • fDate
    1-5 Sept. 2003
  • Firstpage
    75
  • Lastpage
    79
  • Abstract
    We describe a system and tools that we are creating and that allows us to produce similarity (SC) cluster representations of the contents of our Culture Heritage (CH) Forum. The motivation for introducing these types of technologies in the context of cultural heritage materials is to allow the use of spatial vector-based computational techniques that result in similarity mapping. We propose that similarity mappings can be used to build navigation tools that enable users to explore these types of materials without knowing the search parameters in advance. Also, this method of access to cultural heritage materials might be less dependent on a priori determined ontologies than conventional curatorial practices. This is in line with our final objective of developing representation methods and visualization tools that describe cultural heritage material while at the same time allowing the user freedom to interpret the material, i.e. the open interpretation approach.
  • Keywords
    data visualisation; humanities; information resources; knowledge acquisition; knowledge representation; pattern clustering; self-organising feature maps; Cultural Heritage Resources; navigation tools; open interpretation approach; search parameters; similarity cluster representations; similarity cluster tools; similarity mapping; soft ontologies; spatial vector-based computation; visualization tools; Art; Artificial neural networks; Books; Cultural differences; Global communication; History; Navigation; Ontologies; System testing; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Database and Expert Systems Applications, 2003. Proceedings. 14th International Workshop on
  • ISSN
    1529-4188
  • Print_ISBN
    0-7695-1993-8
  • Type

    conf

  • DOI
    10.1109/DEXA.2003.1232001
  • Filename
    1232001