ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance

We present ProvenanceWidgets, a Javascript library of UI control elements such as radio buttons, checkboxes, and dropdowns to track and dynamically overlay a user's analytic provenance. These in situ overlays not only save screen space but also minimize the amount of time and effort needed to access the same information from elsewhere in the UI. In this paper, we discuss how we design modular UI control elements to track how often and how recently a user interacts with them and design visual overlays showing an aggregated summary as well as a detailed temporal history. We demonstrate the capability of ProvenanceWidgets by recreating three prior widget libraries: (1) Scented Widgets, (2) Phosphor objects, and (3) Dynamic Query Widgets. We also evaluated its expressiveness and conducted case studies with visualization developers to evaluate its effectiveness. We find that ProvenanceWidgets enables developers to implement custom provenance-tracking applications effectively. ProvenanceWidgets is available as open-source software at https://github.com/ProvenanceWidgets to help application developers build custom provenance-based systems.

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Publication Details

Journal
IEEE Transactions on Visualization and Computer Graphics
Published
2024-09-09
DOI
https://doi.org/10.1109/tvcg.2024.3456144
Citations
6
Primary Topic
Scientific Computing and Data Management
Type
article
Field-Weighted Citation Impact
6.31
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article

ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance

Mennatallah El‐Assady, Alex Endert, Arpit Narechania, Kaustubh Odak
6 citations
IEEE Transactions on Visualization and Computer Graphics
Scientific Computing and Data Management
6.31
article

ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance

Mennatallah El‐Assady, Alex Endert, Arpit Narechania, Kaustubh Odak
article en
6 citations

Abstract

We present ProvenanceWidgets, a Javascript library of UI control elements such as radio buttons, checkboxes, and dropdowns to track and dynamically overlay a user's analytic provenance. These in situ overlays not only save screen space but also minimize the amount of time and effort needed to access the same information from elsewhere in the UI. In this paper, we discuss how we design modular UI control elements to track how often and how recently a user interacts with them and design visual overlays showing an aggregated summary as well as a detailed temporal history. We demonstrate the capability of ProvenanceWidgets by recreating three prior widget libraries: (1) Scented Widgets, (2) Phosphor objects, and (3) Dynamic Query Widgets. We also evaluated its expressiveness and conducted case studies with visualization developers to evaluate its effectiveness. We find that ProvenanceWidgets enables developers to implement custom provenance-tracking applications effectively. ProvenanceWidgets is available as open-source software at https://github.com/ProvenanceWidgets to help application developers build custom provenance-based systems.

IEEE Transactions on Visualization and Computer GraphicsVol. 31(1)
Georgia Institute of Technology (US), Atlanta Technical College (US)
Openalex Percentile: Top 4%
Scientific Computing and Data Management
6.31
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