Title page for ETD etd-12122006-152038


Type of Document Master's Thesis
Author Park, Albert
Author's Email Address alpark@vt.edu
URN etd-12122006-152038
Title Intended Use Evaluation Approach for Information Visualization
Degree Master of Science
Department Computer Science
Advisory Committee
Advisor Name Title
Bohner, Shawn A. Committee Chair
Arthur, James D. Committee Member
Gracanin, Denis Committee Member
Keywords
  • Information Visualization
  • Evaluation
  • Intended Use
  • Domain evaluation
  • Intelligence Analysis
  • Visualization
Date of Defense 2006-11-28
Availability unrestricted
Abstract
Information visualization is applied in many fields to gain faster insights with lighter user cognitive loads in analyzing large sets of data. As more products are being introduced each year, how can one select the most effective tool or representation form for the task? There are a number of information visualization evaluation methods currently available. However, these evaluation methods are often limited by the appropriateness of the tool for a given domain since they are not evaluating according to tools' intended use. Current methods conduct evaluations in a laboratory environment with "benchmark" tasks and often with field data sets not aligned with the intended use of the tools. The absence of realistic data sets and routine tests reduces the effectiveness of the evaluation in terms of the appropriateness of the tool for a given domain. Intended use evaluation approach captures the key activities that will use the visual technology to calibrate the evaluation criteria toward these first-order needs. This research thesis presents the results from an investigation into an intended use evaluation approach and its effectiveness of measuring domain specific information visualization tools.

In investigating the evaluation approach, criteria for the intelligence analysis community have been developed for demonstration purposes. While the observations from this research are compelling for the intelligence community, the principles of the evaluation approach should apply to a wider range of visualization technologies. All the design rationale and processes were captured in this thesis. This thesis presents a design process of developing criteria and measuring five intelligence analysis visual analytic tools. The study suggests that in selecting and/or evaluating visual analytic tools, a little up front effort to analyze key activities regarding the domain field will be beneficial. Such analysis can substantially reduce evaluation time and necessary effort throughout a longer period of time.

Files
  Filename       Size       Approximate Download Time (Hours:Minutes:Seconds) 
 
 28.8 Modem   56K Modem   ISDN (64 Kb)   ISDN (128 Kb)   Higher-speed Access 
  AlbertParkThesis4.pdf 2.32 Mb 00:10:44 00:05:31 00:04:50 00:02:25 00:00:12

Browse All Available ETDs by ( Author | Department )

dla home
etds imagebase journals news ereserve special collections
virgnia tech home contact dla university libraries

If you have questions or technical problems, please Contact DLA.