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All Journal IAES International Journal of Artificial Intelligence (IJ-AI)
Galina Ivanova
Bauman Moscow State Technical University
Computer Science & IT Engineering

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Multi-agent System for Documents Retrieval and Evaluation Using Fuzzy Inference Systems Galina Ivanova; Ark Andreev; Marwa A. Shouman
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 5, No 4: December 2016
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (675.168 KB) | DOI: 10.11591/ijai.v5.i4.pp158-164

Abstract

Recently the World Wide Web are packed with huge quantities of information. From this view the user finds it difficult to get the relevant informations due to the increased of their quantities. This paper uses multi-agent system uses intelligent agent in order to retrieval documents from the World Wide Web. The user by this system can easily get the relevant documents which to need them.Multi-agent System is combined with fuzzy inference system for ranking documents. The documents ranking score by cosine similarity using fuzzy inference system development and implemented much simpler than the traditional method which require mathematical equations.
Co-Authors Ark Andreev Marwa A. Shouman