Implementing GP on Optimizing Boolean and Extended Boolean Queries in IRs With Respect to Users Profiles

Abstract

Rapidly growing amount of data available on World Wide Web (WWW). Data as the ultimate collection of public accessible text documents complicates the task of acquiring usable and relevant information from raw data. Several of improvement methods and optimization in information retrieval (IR) systems (IRs) providing user interaction with WWW documents have been introduced and discussed. In this paper, theory and application of genetic programming (GP) was implemented as an optimization method of modern user oriented IR. And, fuzzy IRs (FIRs) was implemented through optimization of search queries