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Intelligent Agent-Based System for Digital Library Information Retrieval 被引量:1

Intelligent Agent-Based System for Digital Library Information Retrieval
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摘要 A new information search model is reported and the design and implementation of a system based on intelligent agent is presented. The system is an assistant information retrieval system which helps users to search what they need. The system consists of four main components: interface agent, information retrieval agent, broker agent and learning agent. They collaborate to implement system functions. The agents apply learning mechanisms based on an improved ID3 algorithm. A new information search model is reported and the design and implementation of a system based on intelligent agent is presented. The system is an assistant information retrieval system which helps users to search what they need. The system consists of four main components: interface agent, information retrieval agent, broker agent and learning agent. They collaborate to implement system functions. The agents apply learning mechanisms based on an improved ID3 algorithm.
出处 《Journal of Beijing Institute of Technology》 EI CAS 2003年第4期450-454,共5页 北京理工大学学报(英文版)
关键词 intelligent agent information retrieval agent cooperation machine learning intelligent agent information retrieval agent cooperation machine learning
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  • 1GONALVES MA, FRANCE RK, FOX EA,et al. Flexible Interoperability in a Federated Digital Library of Theses and Dissertations [EB/OL]. http://www.nudl.org/papers/ICDE2001.pdf, 2004-04-05.
  • 2CHANG YS, HO M-H, SUN W-C, et al. Supporting unified interface to wrapper generator in integrated information retrieval[J]. Computer Standards & Interfaces, 2002, 24(4):291-309.
  • 3LASSILA O, SWICK R. Resource Description Framework (RDF) Model and Syntax Specification [S/OL]. http://www.w3.org/TR/REC-rdf-syntax/, 2003-10-16.
  • 4The Simple Digital Library Interoperability Protocol (SDLIP-core) [EB/OL]. http://www-diglib.stanford.edu/~testbed/doc2/SDLIP/, 2004-04-20.
  • 5DECKER S, van HARMELEN F, BROEKSTRA J, et al. The Semantic Web- on the respective Roles of XML and RDF [EB/OL]. http://www-db.stanford.edu/~stefan/, 2004-01-20.

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