TY  - JOUR
AB  - The authors propose a client‐side agent for exploring and categorizing documents on the World Wide Web. As the user browses the Web using a usual Web browser, this agent is designed to aid the user by classifying the documents the user finds most interesting into clusters. The agent carries out the task completely automatically and autonomously, with as little user intervention as the user desires. The principal novel components in this agent that make it possible are a scalable hierarchical clustering algorithm and a taxonomic label generator. In this paper, the overall architecture of this agent is described and the details of the algorithms within its key components are discussed.
VL  - 8
IS  - 5
SN  - 1066-2243
DO  - 10.1108/10662249810241257
UR  - https://doi.org/10.1108/10662249810241257
AU  - Boley Daniel
AU  - Gini Maria
AU  - Hastings Kyle
AU  - Mobasher Bamshad
AU  - Moore Jerry
PY  - 1998
Y1  - 1998/01/01
TI  - A client‐side Web agent for document categorization
T2  - Internet Research
PB  - MCB UP Ltd
SP  - 387
EP  - 399
Y2  - 2024/04/24
ER  -