Paper Info
Title
Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Construction.
Abstract
Interactivity plays an important role in data visualization. Therefore, understanding how people create visualizations given different interaction paradigms provides empirical evidence to inform interaction design. We present a two-phase study comparing people's visualization construction processes using two visualization tools: one implementing the manual view specification paradigm (Polestar) and another implementing visualization by demonstration (VisExemplar). Findings of our study indicate that the choice of interaction paradigm influences the visualization construction in terms of: 1) the overall effectiveness, 2) how participants phrase their goals, and 3) their perceived control and engagement. Based on our findings, we discuss trade-offs and open challenges with these interaction paradigms.
Year
DOI
Venue
2019
10.1111/cgf.13718
COMPUTER GRAPHICS FORUM
Field
DocType
Volume
Computer vision,Computer science,Visualization,Visual analytics,Human–computer interaction,Artificial intelligence
Journal
38.0
Issue
ISSN
Citations 
3.0
0167-7055
2
PageRank 
References 
Authors
0.36
0
2
Name
Order
Citations
PageRank
Bahador Saket114011.70
Alex Endert297452.18