Experiences with starfield visualizations for analysis of library collections

J. Alfredo Sánchez, Michael B. Twidale, David M. Nichols, Nabani N. Silva

Research output: Contribution to journalConference article

Abstract

This paper presents a qualitative and formative study of the uses of a starfield-based visualization interface for analysis of library collections. The evaluation process has produced feedback that suggests ways to significantly improve starfield interfaces and the interaction process to improve their learnability and usability. The study also gave us clear indication of additional potential uses of starfield visualizations that can be exploited by further functionality and interface development. We report on resulting implications for the design and use of starfield visualizations that will impact their graphical interface features, their use for managing data quality and their potential for various forms of visual data mining. Although the current implementation and analysis focuses on the collection of a physical library, the most important contributions of our work will be in digital libraries, in which volume, complexity and dynamism of collections are increasing dramatically and tools are needed for visualization and analysis.

Original languageEnglish (US)
Article number22
Pages (from-to)215-225
Number of pages11
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume5669
DOIs
StatePublished - Jul 20 2005
EventProceedings of SPIE-IS and T Electronic Imaging - Visualization and Data Analysis 2005 - San Jose, CA, United States
Duration: Jan 17 2005Jan 18 2005

Fingerprint

Visualization
Visual Data Mining
Learnability
data mining
Digital libraries
Data Quality
Digital Libraries
Usability
Data mining
indication
Feedback
Libraries
Experience
evaluation
Evaluation
Interaction
interactions

Keywords

  • Collections
  • Large information spaces
  • Libraries
  • Starfields

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

Cite this

Experiences with starfield visualizations for analysis of library collections. / Sánchez, J. Alfredo; Twidale, Michael B.; Nichols, David M.; Silva, Nabani N.

In: Proceedings of SPIE - The International Society for Optical Engineering, Vol. 5669, 22, 20.07.2005, p. 215-225.

Research output: Contribution to journalConference article

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