Title :
An intuitionistic fuzzy component based approach for identifying Web usage patterns
Author :
Petrounias, IIias ; Tseng, Andy ; Kolev, Boyan ; Chountas, Panagiotis ; Kodogiannis, Vassilis
Author_Institution :
Dept. of Comput., UMIST, Manchester, UK
Abstract :
This work presents a framework for Web mining, which is developed to support and assist existing data mining algorithms in order to preliminarily refine browsing pattern with relevant constraints. Intuitionistic fuzzy sets are used to represent the possibility that backward steps are used while searching for the pages of interest.
Keywords :
Internet; data mining; fuzzy set theory; pattern recognition; Web browsing pattern; Web mining; Web usage pattern identification; data mining; intuitionistic fuzzy component-based approach; intuitionistic fuzzy sets; Biomedical computing; Data mining; Frequency; Navigation; Proposals; Statistical analysis; Web mining; Web page design; Web pages; Web sites;
Conference_Titel :
Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
Print_ISBN :
0-7803-8278-1
DOI :
10.1109/IS.2004.1344786
