Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces"

Kolbe L, Tünnermann R, Hermann T (2010)
Bielefeld University.

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Abstract / Bemerkung
In this paper we present our reimplementation of the Growing Neural Gas Sonification for interactive surfaces such as our t-Desk or touch-capable tablet PCs. Growing Neural Gas (GNG) is an undirected learning algorithm that incrementally 'grows' a network graph into data distributions, revealing the data distributions' intrinsic dimensionality and aspects of its structure. The GNG Sonification (GNGS) provides a method to interactively explore the GNG during the growing process, utilizing a Model- Based Sonification (MBS) to convey audible information about the data distribution in addition to the visualization. The goal of our reimplementation was to be able to rapidly grasp the structure of the sonified and visualized data, to give the user the ability to conduct direct A/B comparisons between different (or similar) clusters within a data distribution. The direct bi-manual interaction as well as a simplified full-screen touchable user interface helps to focus on the exploration of the GNG rather than the interaction itself. We present and discuss different interaction metaphors for the excitation of the model setup in this MBS. #### Quiz
#### Snake
#### Three Cluster
#### Video Example 1
#### Video Example 2
#### Video Example 3
Erscheinungsjahr
2010
Page URI
https://pub.uni-bielefeld.de/record/2698054

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Kolbe L, Tünnermann R, Hermann T. Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces". Bielefeld University; 2010.
Kolbe, L., Tünnermann, R., & Hermann, T. (2010). Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces". Bielefeld University. doi:10.4119/unibi/2698054
Kolbe, L., Tünnermann, R., and Hermann, T. (2010). Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces". Bielefeld University.
Kolbe, L., Tünnermann, R., & Hermann, T., 2010. Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces", Bielefeld University.
L. Kolbe, R. Tünnermann, and T. Hermann, Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces", Bielefeld University, 2010.
Kolbe, L., Tünnermann, R., Hermann, T.: Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces". Bielefeld University (2010).
Kolbe, Lukas, Tünnermann, Rene, and Hermann, Thomas. Supplementary Material for "Growing Neural Gas Sonification Model for Interactive Surfaces". Bielefeld University, 2010.
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Growing Neural Gas Sonification Model for Interactive Surfaces
Kolbe L, Tünnermann R, Hermann T (2010)
In: Proceedings of the 3rd Interactive Sonification Workshop. Bresin R (Ed); KTH, Stockholm, Sweden: KTH School of Computer Science and Communication (CSC): 47-50.

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