Title of
Paper: WebTheme: Visual
Text Mining for the World-Wide Web
Principal
Author: Mr.
Mark Whiting
Abstract: WebThemeTM is an interactive, visual text
mining prototype being developed for the NASA Goddard Space Flight Center’s
Earth Science Technology Office. The system uses text visualization approaches
to enhance users’ access to NASA data and supports researchers seeking relevant
documents across the Internet. WebTheme employs software agents to perform user-directed
document harvesting from the World Wide Web. The results are presented as
visual representations to help users quickly interpret the contents of the
documents in relationship to each other. The tool allows users to explore
themes and concepts across the document collection. WebTheme can be used to
comprehensively understand the contents of a collection of web documents chosen
from disparate locations or it can be used to understand the organization and
content of a web site. WebTheme also interfaces with search engines to
visualize the results of a query. The visualization displays include a 2-D
representation called a “Galaxies” view which uses a starfield paradigm and a
3-D representation known as a “ThemeView” employing a landscape depiction. Analysis
tools developed as part of the system include a Document Viewer, a Gisting
tool, a Query-by-Example and by-Keyword tool, and a Grouping (subsetting) tool.
Hyperlinks among harvested documents may also be shown resulting in a layered
information display. WebTheme is a client-server system, so that users may
operate and review results on desktop machines. Java-enabled web-browser
clients run on PC, Macintosh, and Unix systems. The WebTheme server runs on
Solaris, Irix, or Linux systems. One application of WebTheme has been to
improve user access to the Center for International Earth Science Information
Network (CIESIN) Socio-economic Data and Applications Center’s (SEDAC) textual
data through the use of visualization techniques. Our accomplishments this year
in the evolution of the WebTheme prototype include support for the Z39.50
protocol, an enhanced login and password protection scheme, and updated client
installation support.