Organization of Information for the Web Using Hierarchical Fuzzy Clustering Algorithm Based on Co-occurrence Networks

Faraz Zaidi, Guy Melancon
2010 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology  
In this paper, we present a Hierarchical Fuzzy Clustering algorithm which uses domain knowledge to automatically determine the number of clusters and their initial values. The algorithm is applied on a collection of web pages and the results are compared with existing algorithms in the literature.
doi:10.1109/wi-iat.2010.86 dblp:conf/webi/ZaidiM10 fatcat:dzyg6szf5vgn7iuixvkvktefhu