A client‐side Web agent for document categorization

Autor:	Jerry Moore, Bamshad Mobasher, Maria Gini, Daniel Boley, Kyle Hastings
Rok vydání:	1998
Předmět:	Economics and Econometrics Web server Sociology and Political Science business.industry Computer science Communication Principal (computer security) Client-side computer.software_genre World Wide Web User agent Web page Web navigation The Internet Web service business computer
Zdroj:	Internet Research. 8:387-399
ISSN:	1066-2243
DOI:	10.1108/10662249810241257
Popis:	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.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::72386252358da360a438d771fccca463 https://doi.org/10.1108/10662249810241257 Zobrazit plný text záznamu