Towards Multimodal Exploratory Data Analysis: SoniScope as a Prototypical Implementation

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dc.contributor.authorEnge, Kajetanen_US
dc.contributor.authorRind, Alexanderen_US
dc.contributor.authorIber, Michaelen_US
dc.contributor.authorHöldrich, Roberten_US
dc.contributor.authorAigner, Wolfgangen_US
dc.contributor.editorAgus, Marcoen_US
dc.contributor.editorAigner, Wolfgangen_US
dc.contributor.editorHoellt, Thomasen_US
dc.date.accessioned2022-06-02T15:50:45Z
dc.date.available2022-06-02T15:50:45Z
dc.date.issued2022
dc.description.abstractThe 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.en_US
dc.description.sectionheadersVisual Analysis and Machine Learning
dc.description.seriesinformationEuroVis 2022 - Short Papers
dc.identifier.doi10.2312/evs.20221095
dc.identifier.isbn978-3-03868-184-7
dc.identifier.pages67-71
dc.identifier.pages5 pages
dc.identifier.urihttps://doi.org/10.2312/evs.20221095
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/evs20221095
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing --> Visualization systems and tools; Auditory feedback; Sound-based input / output
dc.subjectHuman centered computing
dc.subjectVisualization systems and tools
dc.subjectAuditory feedback
dc.subjectSound
dc.subjectbased input / output
dc.titleTowards Multimodal Exploratory Data Analysis: SoniScope as a Prototypical Implementationen_US
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