Title :
Implementing GP on Optimizing Boolean and Extended Boolean Queries in IRs With Respect to Users Profiles
Author :
Suhail Owais;Pavel Kromer;Vaclav Snasel
Author_Institution :
Department of Computer Science, Faculty of Electrical Engineering and Computer Science, V?B ? Technical University of Ostrava, 17. listopadu 15, 708 33 Ostrava ? Poruba, Czech Republic. suhail.owais@vsb.cz
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
Keywords :
"Genetic programming","Optimization methods","Internet","Information retrieval","Computer science","Modems","Search engines","Databases","World Wide Web","Information resources"
Conference_Titel :
Computer Engineering and Systems, The 2006 International Conference on
Print_ISBN :
1-4244-0271-9
DOI :
10.1109/ICCES.2006.320483
