VISMON: FACILITATING ANALYSIS OF TRADE-OFFS, UNCERTAINTY, AND SENSITIVITY IN FISHERIES MANAGEMENT DECISION MAKING

Date created: 
2012-10-04
Identifier: 
etd7610
Keywords: 
Data visualization
Fisheries data management
Multi-dimensional data
Simulation
Abstract: 

In this work, we present an analysis and abstraction of the data and task in the domain of fisheries management, and the design and implementation of the Vismon tool to address the identified requirements. Vismon was designed to support sophisticated data analysis of simulation results by managers who are highly knowledgeable about the fisheries domain but not experts in simulation software and statistical data analysis. The previous workflow required the scientists who built the models to spearhead the analysis process. The features of Vismon include sensitivity analysis, comprehensive and global trade-offs analysis, and a staged approach to the visualization of the uncertainty of the underlying simulation model. The tool was iteratively refined through a multi-year engagement with fisheries scientists with a two-phase approach, where an initial diverging experimentation phase to test many alternatives was followed by a converging phase where the set of multiple linked views that proved effective were integrated together in a useable way. We performed a user study in Alaska among a group of fisheries scientists and managers to examine the usefulness of Vis- mon in data analysis. To date, several fisheries scientists have used Vismon to communicate with policy makers, and it is scheduled for deployment to policy makers in Alaska.

Document type: 
Thesis
Rights: 
Copyright remains with the author. The author granted permission for the file to be printed and for the text to be copied and pasted.
File(s): 
Supervisor(s): 
Torsten Moller
Department: 
Applied Sciences: School of Computing Science
Thesis type: 
(Thesis) M.Sc.
Statistics: