Title
Towards Multimodal Exploratory Data Analysis: SoniScope as a Prototypical Implementation
Language
English
Description (en)
The metaphor of auscultating with a stethoscope can be an inspiration to combine visualization and sonification for exploratory data analysis. This paper presents SoniScope, a multimodal approach and its prototypical implementation based on this metaphor. It combines a scatterplot with an interactive parameter mapping sonification, thereby conveying additional information about items that were selected with a visual lens. SoniScope explores several design options for the shape of its lens and the sorting of the selected items for subsequent sonification. Furthermore, the open-source prototype serves as a blueprint framework for how to combine D3.js visualization and SuperCollider sonification in the Jupyter notebook environment. The collection bundles supplement materials and research data for the conference paper published at the Eurographics Conference on Visualization. Conference Paper, EuroVisShort2022: {link}https://doi.org/10.2312/evs.20221095{/link}
Keywords (en)
Jupyter
Keywords (en)
prototype
Keywords (en)
audio-visual analytics
Keywords (en)
visual analytics
Keywords (en)
visualization
Keywords (en)
sonification
HTTP/WWW
https://diglib.eg.org:443/handle/10.2312/evs20221095
HTTP/WWW
https://doi.org/10.2312/evs.20221095
DOI
10.2312/evs.20221095
Author of the digital object
Kajetan  Enge  (St. Pölten University of Applied Sciences)
Alexander  Rind  (St. Pölten University of Applied Sciences)
Michael  Iber  (St. Pölten University of Applied Sciences)
Robert  Höldrich  (University of Music and Performing Arts Graz)
Wolfgang  Aigner  (St. Pölten University of Applied Sciences)
Members (5)
25.05.2022
Other links

URL
https://diglib.eg.org:443/handle/10.2312/evs20221095

URL
https://doi.org/10.2312/evs.20221095

Details
Uploader
Object type
Collection
Created
14.04.2022 08:02:15
Metadata
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