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Part 1: Document Description
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Citation |
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Title: |
Supplemental Materials for: "De-emphasise, Aggregate, and Hide: A Study on Interactive Visual Transformations for Group Structures in Network Visualisations" |
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Identification Number: |
doi:10.18419/darus-3706 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2023-09-29 |
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Version: |
2 |
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Bibliographic Citation: |
Aichem, Michael; Klein, Karsten; Kobourov, Stephen; Schreiber, Falk, 2023, "Supplemental Materials for: "De-emphasise, Aggregate, and Hide: A Study on Interactive Visual Transformations for Group Structures in Network Visualisations"", https://doi.org/10.18419/darus-3706, DaRUS, V2 |
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Citation |
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Title: |
Supplemental Materials for: "De-emphasise, Aggregate, and Hide: A Study on Interactive Visual Transformations for Group Structures in Network Visualisations" |
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Identification Number: |
doi:10.18419/darus-3706 |
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Authoring Entity: |
Aichem, Michael (University of Konstanz) |
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Klein, Karsten (University of Konstanz) |
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Kobourov, Stephen (University of Arizona) |
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Schreiber, Falk (University of Konstanz) |
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Grant Number: |
251654672 |
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Distributor: |
DaRUS |
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Access Authority: |
Aichem, Michael |
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Depositor: |
Aichem, Michael |
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Date of Deposit: |
2023-09-08 |
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Holdings Information: |
https://doi.org/10.18419/darus-3706 |
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Study Scope |
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Keywords: |
Computer and Information Science, Information Visualization, Human-Computer Interaction, Network Visualization |
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Topic Classification: |
Network Visualization |
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Abstract: |
This dataset contains the supplemental materials for our publication "De-emphasise, Aggregate, and Hide: A Study on Interactive Visual Transformations for Group Structures in Network Visualisations". The publication reports on an experiment that we conducted to explore the effects of different interactive visual transformations in network drawings on the user performance. We evaluated five specific visual transformations and one control condition in five different tasks and collected data on user performance (time, accuracy), usefulness, mental effort, subjective preference, as well as some metrics of user interaction, such as usage of zoom and pan operations and the application of the visual transformations. Within these supplemental materials, we share the following: <ol> <li>network and task data</li> <li>results data</li> <li>analysis code</li> <li>example images of the study</li> <li>demonstration videos of the interface</li> <li>participants demographic overview</li> </ol> The experiment was preregistered on OSF before it was conducted. The preregistration can be found at <a href=https://doi.org/10.17605/OSF.IO/TRBWD>https://doi.org/10.17605/OSF.IO/TRBWD</a>. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Studies |
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<a href=https://doi.org/10.17605/OSF.IO/TRBWD>OSF Preregistration</a> |
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Related Publications |
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Citation |
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Title: |
Michael Aichem, Karsten Klein, Stephen Kobourov, and Falk Schreiber. De-emphasise, Aggregate, and Hide: Exploring the Effects of Group-Based Visual Transformations for Interactive Clutter Reduction in Network Visualisations. (currently under submission) |
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Bibliographic Citation: |
Michael Aichem, Karsten Klein, Stephen Kobourov, and Falk Schreiber. De-emphasise, Aggregate, and Hide: Exploring the Effects of Group-Based Visual Transformations for Interactive Clutter Reduction in Network Visualisations. (currently under submission) |
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Label: |
detailed-demographic-data.pdf |
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Detailed overview of the participants' demographic data. |
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Notes: |
application/pdf |
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example-task-images.zip |
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Exemplary images of task instances that were involved in the study. |
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Notes: |
application/zip |
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network-instances.zip |
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The networks that were used as stimuli for the experiment. |
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Notes: |
application/zip |
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results.zip |
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The results of the study. |
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Notes: |
application/zip |
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stats-utils.R |
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The source code to produce the bootstrap confidence intervals. |
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Notes: |
type/x-r-syntax |
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study-demonstration-interactions.mp4 |
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An exemplary video that shows the interactions that were available during the study. |
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Notes: |
video/mp4 |
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study-demonstration-video.mp4 |
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Text: |
An exemplary video that shows the individual parts of the study. |
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Notes: |
video/mp4 |
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task-instances.zip |
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Text: |
The tasks that participants had to solve during the experiment. |
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Notes: |
application/zip |