Intelligent Agent-Based System for Digital Library Information Retrieval
师雪霖, 牛振东, 宋瀚涛, 宋丽哲
Abstract
师雪霖, 牛振东, 宋瀚涛, 宋丽哲
Abstract
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.
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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.
Key concepts: Computer science, Intelligent agent, Information retrieval, Interface (matter), Multi-agent system, Information system, Digital library, World Wide Web