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UML Modeling and System Architecture for Agent Based Information Retrieval


Affiliations
1 Department of Computer Science, University of Kerala, Kariavattom, Thiruvananthapuram, Kerala, India
 

In this current technological era, there is an enormous increase in the information available on web and also in the online databases. This information abundance increases the complexity of finding relevant information. To solve such challenges, there is a need for improved and intelligent systems for efficient search and retrieval. Intelligent Agents can be used for better search and information retrieval in a document collection. The information required by a user is scattered in a large number of databases. In this paper, the object oriented modeling for agent based information retrieval system is presented. The paper also discusses the framework of agent architecture for obtaining the best combination terms that serve as an input query to the information retrieval system. The communication and cooperation among the agents are also explained. Each agent has a task to perform in information retrieval.

Keywords

Intelligent Agents, Crawling, Agent Based Information Retrieval, Object Oriented Modeling, Unified Modeling Language, Ontology, Agent Architecture.
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  • UML Modeling and System Architecture for Agent Based Information Retrieval

Abstract Views: 339  |  PDF Views: 164

Authors

D. Muhammad Noorul Mubarak
Department of Computer Science, University of Kerala, Kariavattom, Thiruvananthapuram, Kerala, India

Abstract


In this current technological era, there is an enormous increase in the information available on web and also in the online databases. This information abundance increases the complexity of finding relevant information. To solve such challenges, there is a need for improved and intelligent systems for efficient search and retrieval. Intelligent Agents can be used for better search and information retrieval in a document collection. The information required by a user is scattered in a large number of databases. In this paper, the object oriented modeling for agent based information retrieval system is presented. The paper also discusses the framework of agent architecture for obtaining the best combination terms that serve as an input query to the information retrieval system. The communication and cooperation among the agents are also explained. Each agent has a task to perform in information retrieval.

Keywords


Intelligent Agents, Crawling, Agent Based Information Retrieval, Object Oriented Modeling, Unified Modeling Language, Ontology, Agent Architecture.