Extending iTrace-Visualize to Support Token-based Heatmaps and Region of Interest Scarf Plots for Source Code
The iTrace Infrastructure is a suite of community eye-tracking tools that enables researchers to conduct eye-tracking studies on software projects in real development environments. The infrastructure consists of tools providing support for data gathering, post processing, and visualization. iTrace-Visualize provides researchers with a way to visualize gathered and post-processed eye-movement data. iTrace involves the analysis of more than just eye-movement data, and includes information gathered from the development environment and the source code. This work describes additions to iTrace-Visualize that provide researchers with visualizations of the gathered source code data. Specifically, a tokenized heatmap of the source code is presented, which shows the source code tokens that are viewed the most. Additionally, a region of interest scarf plot that details the timeline of what parts of the code a participant views is added as a new feature. A usage example comparing student and industry developers is presented to demonstrate the use of these tools. Demo Video: https://youtu.be/0iZcCC8CK94
Authors
- Joshua A.C. Behler (ORCID: https://orcid.org/0009-0006-3104-7743)
- Jonathan I. Maletic (ORCID: https://orcid.org/0000-0001-5289-135X)
- Bonita Sharif (ORCID: https://orcid.org/0000-0002-5178-7160)
- Julia Pangonis
- Giovanni Villalobos
Institutions
- University of Nebraska–Lincoln (US)
- Kent State University (US)
Publication Details
- Published
- 2024-10-06
- DOI
- https://doi.org/10.1109/vissoft64034.2024.00027
- Citations
- 4
- Primary Topic
- Security and Verification in Computing
- Type
- article
- Field-Weighted Citation Impact
- 1.39