Paper Info
Title
Requirements for Reproducibility of Research in Situational and Spatio-Temporal Visualization - Position Paper.
Abstract
Research on spatio-temporal visualization is driven by the development of novel visualization and data aggregation techniques. Yet, only little research is conducted on the systematic evaluation of such visualizations. Evaluation of such technology is often conducted in real-life settings and thus lacks fundamental requirements for laboratory-based replication. Replication requires other researchers to independently conduct their own experiments to verify your results. In this position paper, we discuss the requirements for replication studies of spatio-temporal visualization systems. These requirements are often impossible to achieve for highly contextual visualizations such as spatio-temporal visualizations. We argue that reproducibility—allowing other researchers to validate your findings from your data—is a better aim for highly contextual visualizations. We provide a sample workflow to ensure reproducibility for spatio-temporal visualization and discuss its implications.
Year
DOI
Venue
2018
10.1109/BELIV.2018.8634150
BELIV
Keywords
Field
DocType
Data visualization,Human computer interaction,Uncertainty,Visualization,Complexity theory,Social networking (online),Mobile handsets
Data visualization,Visualization,Computer science,Position paper,Human–computer interaction,Situational ethics,Data aggregator,Workflow
Conference
ISBN
Citations 
PageRank 
978-1-5386-6884-9
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
André Calero Valdez113425.44
Anne Kathrin Schaar2699.05
Julian Romeo Hildebrandt300.34
Martina Ziefle41176135.05