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Proceedings ArticleDOI

Interactive information visualization for exploratory intelligence data analysis

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TLDR
The system enables the interactive generation of multiple simultaneous "views" into multimedia databases, providing intelligence analysts with the potential to process large multimedia data volumes quickly and effectively.
Abstract
This paper describes an experimental exploratory information visualization system under development at PNNL for integrating multimedia data and visualizing the contents of large multimedia databases. Our system prototype, named Starlight, represents multimedia corpora graphically as collections of icons in 3-space. Each icon in the information display represents an individual element of a multimedia database. The proximity of any two icons in the display is an indication of their general similarity, providing fast access to thematically related information. We extend the effectiveness of this approach by coupling it with a linkage display system to enable the simultaneous visualization of database structure and contents at multiple levels of abstraction. The utility of the system is further extended by enabling a variety of graphical and text-based interactions with the information display. The system enables the interactive generation of multiple simultaneous "views" into multimedia databases, providing intelligence analysts with the potential to process large multimedia data volumes quickly and effectively.

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Citations
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Journal ArticleDOI

The Educational Value of an Information-Rich Virtual Environment

TL;DR: Results indicate that students who used the virtual environment had higher test scores than those who only attended a lecture on the material and Trends suggest that the virtual experience allowed students to learn information directly and also equipped them to better learn and understand material from a traditional lecture.
Patent

Systems and methods for interactive virtual reality process control and simulation

TL;DR: In this paper, a system for visualizing, controlling and managing information includes a data analysis unit for interpreting and classifying raw data using analytical techniques, and a data flow coordination unit routes data from its source to other components within the system.
Journal ArticleDOI

Design of a haptic data visualization system for people with visual impairments

TL;DR: Methods for representing various forms of data are presented here with the goal of providing a haptic visualization system without the need for a visual component, which is accessible for people with visual impairments.
Proceedings ArticleDOI

Information-rich virtual environments: theory, tools, and research agenda

TL;DR: This work is developing a theoretical foundation for the study of IRVEs and tools for their development and evaluation, and describes a software framework for IRVE development and a testbed enabling evaluation of text display techniques forIRVEs.
Journal ArticleDOI

The Virtual Venue: User-Computer Interaction in Information-Rich Virtual Environments

TL;DR: The study indicates that the use of abstract information that is tightly coupled to the virtual environment can be quite successful in enhancing the relevance of both the environment and the information.
References
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Journal ArticleDOI

Generalized fisheye views

TL;DR: This paper explores fisheye views presenting, in turn, naturalistic studies, a general formalism, a specific instantiation, a resulting computer program, example displays and an evaluation.
Book

Automatic text processing

Gerard Salton
Book

Visualizing Data

TL;DR: Using a downloadable programming environment developed by the author, Visualizing Data demonstrates methods for representing data accurately on the Web and elsewhere, complete with user interaction, animation, and more.
Journal ArticleDOI

Scatter/Gather: a cluster-based approach to browsing large document collections

TL;DR: A document browsing technique that employs docum-ent clustering as its primary operation is presented and a fast (linear time) clustering algorithm is presented that provides a powerful new access paradigm.
Proceedings ArticleDOI

Visualizing the non-visual: spatial analysis and interaction with information from text documents

TL;DR: In this paper, the authors describe an approach to IV that involves spatializing text content for enhanced visual browsing and analysis, where text content from large text document corpora such as digital libraries, regulations and procedures, archived reports, etc.
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The utility of the system is further extended by enabling a variety of graphical and text-based interactions with the information display.