Title :
Applications of multilayer feedforward networks on WWW document search
Author :
Chen, Zhixiang ; Meng, Xiannong ; Fox, Richard ; Folwer, Richard
Author_Institution :
Dept. of Comput. Sci., Univ. of Texas-Pan American, Edinburg, TX, USA
Abstract :
In this paper, we study the problem of designing intelligent World Wide Web document search engines with multilayer feedforward networks. We introduce an innovative application of multilayer feedforward networks on designing intelligent search engine. We give a bound on the number of trials needed to search for any collection of documents represented by a disjunction of discretized attributes
Keywords :
feedforward neural nets; information resources; knowledge based systems; multilayer perceptrons; search engines; WWW document search; discretized attribute disjunction; intelligent World Wide Web document search engines; multilayer feedforward networks; Application software; Computer science; Databases; Indexes; Intelligent networks; Multi-layer neural network; Neurofeedback; Nonhomogeneous media; Search engines; World Wide Web;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.830744
