Conventional information discovery tools can be classified as being ei
ther search oriented or browse oriented. In the context of the Web, se
arch-oriented tools employ text-analysis techniques to find Web docume
nts based on user-specified queries, whereas browse-oriented ones empl
oy site mapping and visualization techniques to allow users to navigat
e through the Web. This paper presents a unique approach that tightly
integrates searching and browsing in a manner that improves both parad
igms. When browsing is the primary task, it enables semantic content-b
ased tailoring of Web maps in both the generation as well as the visua
lization phases. When search is the primary task, it enables to contex
tualize the results by augmenting them with the documents' neighborhoo
ds. The approach is embodied in WebCutter, a client-server system full
y integrated with Web software. WebCutter consists of a map generator
running off a standard Web server and a map visualization client imple
mented as a Java applet runnable from any standard Web-browser and req
uiring no installation or external plug-in application. WebCutter is i
n beta stage and is in the process of being integrated into the Lotus
Domino.Applications product line. (C) 1997 Published by Elsevier Scien
ce B.V.