Title
Making Sense of Asynchrony in Interactive Data Visualizations.
Abstract
Asynchronous interfaces allow users to concurrently issue requests while existing ones are processed. While it is widely used to support non-blocking input when there is latency, itu0027s not clear if people can make use of asynchrony as the data is updating, since the UI updates dynamically and the changes can be hard to interpret. Interactive data visualization presents an interesting context for studying the effects of asynchronous interfaces, since interactions are frequent, task latencies can vary widely, and results often require interpretation. In this paper, we study the effects of introducing asynchrony into interactive visualizations, under different latencies, and with different tasks. We observe that traditional asynchronous interfaces, where results update in place, induce users to wait for the result before interacting, not taking advantage of the asynchronous rendering of the results. However, when results are rendered cumulatively over the recent history, users perform asynchronous interactions and get faster task completion times.
Year
Venue
Field
2018
arXiv: Human-Computer Interaction
Asynchronous communication,Asynchrony,Data visualization,Computer science,Latency (engineering),Human–computer interaction,Task completion,Rendering (computer graphics),Multimedia
DocType
Volume
Citations 
Journal
abs/1806.01499
0
PageRank 
References 
Authors
0.34
26
5
Name
Order
Citations
PageRank
Yifan Wu100.68
Larry Xu272.50
Remco Chang398364.96
Joseph M. Hellerstein4140931651.14
Eugene Wu562734.26