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Modeling Procedural Knowledge: A Generative Modeler for Cultural Heritage

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6436))

Abstract

Within the last few years generative modeling techniques have gained attention especially in the context of cultural heritage. As a generative model describes a rather ideal object than a real one, generative techniques are a basis for object description and classification. This procedural knowledge differs from other kinds of knowledge, such as declarative knowledge, in a significant way. It can be applied to a task. This similarity to algorithms is reflected in the way generative models are designed: they are programmed. In order to make generative modeling accessible to cultural heritage experts, we created a generative modeling framework which accounts for their special needs. The result is a generative modeler (http://www.cgv.tugraz.at/euclides) based on an easy-to-use scripting language (JavaScript). The generative model meets the demands on documentation standards and fulfils sustainability conditions. Its integrated meta-modeler approach makes it independent from hardware, software and platforms.

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© 2010 Springer-Verlag Berlin Heidelberg

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Schinko, C., Strobl, M., Ullrich, T., Fellner, D.W. (2010). Modeling Procedural Knowledge: A Generative Modeler for Cultural Heritage. In: Ioannides, M., Fellner, D., Georgopoulos, A., Hadjimitsis, D.G. (eds) Digital Heritage. EuroMed 2010. Lecture Notes in Computer Science, vol 6436. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16873-4_12

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  • DOI: https://doi.org/10.1007/978-3-642-16873-4_12

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16872-7

  • Online ISBN: 978-3-642-16873-4

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