A client-side Web agent for document categorization
作者: Daniel BoleyMaria GiniKyle HastingsBamshad MobasherJerry Moore
作者单位: 1Assistant Professor, Department of Computer Science and Engineering, University of Minnesota, Minneapolis, USA
2Professor, Department of Computer Science and Engineering, University of Minnesota, Minneapolis, USA
3Cryptologic Officer in the US Navy
4Assistant Professor of Computer Science, De Paul University, Chicago, USA
5Jerry Moore is with the Minneapolis Star-Tribune
刊名: Internet Research: Electronic Networking Applications and Policy, 1998, Vol.8 (5), pp.387-399
来源数据库: Emerald Journal
DOI: 10.1108/10662249810241257
关键词: AgenciesAlgorithmsCustomer orientationInformation retrievalInformation systemsInternet
原始语种摘要: 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.
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关键词翻译
关键词翻译
  • categorization 归类
  • agent 因子
  • Web 
  • document 文件
  • hierarchical 分级
  • retrieval 检索
  • client 顾客
  • orientation 定向
  • automatically 自动地
  • classifying 分级