Schinko, Christoph ; Strobl, Martin ; Ullrich, Torsten ; Fellner, Dieter W. (2010)
Modeling Procedural Knowledge: A Generative Modeler for Cultural Heritage.
Digital Heritage. Third International Conference, EuroMed 2010.
doi: 10.1007/978-3-642-16873-4_12
Conference or Workshop Item, Bibliographie
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
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2010 |
| Creators: | Schinko, Christoph ; Strobl, Martin ; Ullrich, Torsten ; Fellner, Dieter W. |
| Type of entry: | Bibliographie |
| Title: | Modeling Procedural Knowledge: A Generative Modeler for Cultural Heritage |
| Language: | English |
| Date: | 2010 |
| Publisher: | Springer, Berlin, Heidelberg, New York |
| Series: | Lecture Notes in Computer Science (LNCS); 6436 |
| Event Title: | Digital Heritage. Third International Conference, EuroMed 2010 |
| DOI: | 10.1007/978-3-642-16873-4_12 |
| 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 |
| Uncontrolled Keywords: | Forschungsgruppe Semantic Models, Immersive Systems (SMIS), Generative modeling, Procedural modeling, Documentation, Content creation |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > Interactive Graphics Systems |
| Date Deposited: | 12 Nov 2018 11:16 |
| Last Modified: | 04 Feb 2022 12:41 |
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