Network Visualization Literacy: Task, Context, and Layout
Fall 2010 to Spring 2018
My dissertation research on network visualization literacy included an opinion survey to identify prominent issues in network visualization comprehension and a large-scale user study of the comprehension of network visualizations.
Responsibilities:
- Surveyed 51 network science researchers to identify target visualization features
- Created a series of visualizations with systematic manipulations in numerical and graphical properties
- Constructed a series of quantitative network visualization analysis tasks
- Recruited hundreds of subjects to complete online test of network visualization comprehension
- Developed R scripts to process sample network datasets, conduct network statistics and clustering algorithms, generate test visualizations, process participant response data, apply mixed effects models, and visualize results
Related Links:
- NetVisLit Repository, including analysis code and presentation slides
Project Outputs:
Theses/Dissertations
- Zoss, Angela M. (2018). Network Visualization Literacy: Task, Context, and Layout (Doctoral dissertation). Supervised by Dr. Katy Börner. School of Informatics, Computing, and Engineering, Indiana University: Bloomington, IN.
Book Chapters
- Zoss, Angela M., Maltese, Adam, Uzzo, Stephen Miles and Börner, Katy. (2018). Network Visualization Literacy: Novel Approaches to Measurement and Instruction. In Cramer, Catherine, Porter, Mason A., Sayama, Hiroki, Sheetz, Lori and Uzzo, Stephen Miles (Eds.), Network Science In Education (pp. 169-187). Springer International Publishing. doi:10.1007/978-3-319-77237-0_11
Presentations at Conferences, Professional Gatherings
- Zoss, Angela M. (October 24, 2014). Text-based disease classification of medical literature. Presentation at the Duke Visualization Friday Forum, Durham, NC.
- Zoss, Angela M. (November 1, 2017). Network Visualization Literacy. Presentation at Indiana University Network Science Institute Open Science Forum, Bloomington, IN.