We present in this paper a clustering algorithm which is based on a cellular automaton and which aims at displaying a map of web pages. We describe the main principles of methods that build such maps, and the main principles of cellular automata. We show how these principles can be applied to the problem of web pages clustering: the cells, which are organized in a 2D grid, can be either empty or may contain a page. The local transition function of cells favors the creation of groups of similar states (web pages) in neighbouring cells. We then present the visual results obtained with our method on standard data as well as on sets of documents. These documents are thus organized into a visual map which eases the browsing of these pages1st IFI...
In this paper we investigate the effect of using clustering algorithms in the reverse engineering fi...
[[abstract]]Nowadays most of the Web pages contain little amount of structure and supporting informa...
In this paper, we describe an effective method of using Self-Organizing Map (SOM) to group websites ...
We present in this paper a clustering algorithm which is based on a cellular automaton and which aim...
International audienceWe present in this paper a clustering algorithm which is based on a cellular a...
International audienceWe present in this paper a clustering algorithm which is based on a cellular a...
In this technique, some documents like HTML are used as entering data. The purpose of this technique...
With the growth of web-based applications and the increasedpopularity of the World Wide Web (WWW), t...
We present an approach based on Winner Takes All (WTA), a competitive clustering algorithm, to suppo...
We present an approach based on Winner Takes All (WTA), a competitive clustering algorithm, to suppo...
Several techniques have been recently proposed to automatically generate Web wrappers, i.e., program...
AbstractA sitemap represents an explicit specification of the design concept and knowledge organizat...
Web page clustering is a focal task in Web Mining to organize the content of websites, understanding...
With the increase in information on the World Wide Web it has become difficult to find the desired ...
In this paper we investigate the effect of using clustering algorithms in the reverse engineering fi...
[[abstract]]Nowadays most of the Web pages contain little amount of structure and supporting informa...
In this paper, we describe an effective method of using Self-Organizing Map (SOM) to group websites ...
We present in this paper a clustering algorithm which is based on a cellular automaton and which aim...
International audienceWe present in this paper a clustering algorithm which is based on a cellular a...
International audienceWe present in this paper a clustering algorithm which is based on a cellular a...
In this technique, some documents like HTML are used as entering data. The purpose of this technique...
With the growth of web-based applications and the increasedpopularity of the World Wide Web (WWW), t...
We present an approach based on Winner Takes All (WTA), a competitive clustering algorithm, to suppo...
We present an approach based on Winner Takes All (WTA), a competitive clustering algorithm, to suppo...
Several techniques have been recently proposed to automatically generate Web wrappers, i.e., program...
AbstractA sitemap represents an explicit specification of the design concept and knowledge organizat...
Web page clustering is a focal task in Web Mining to organize the content of websites, understanding...
With the increase in information on the World Wide Web it has become difficult to find the desired ...
In this paper we investigate the effect of using clustering algorithms in the reverse engineering fi...
[[abstract]]Nowadays most of the Web pages contain little amount of structure and supporting informa...
In this paper, we describe an effective method of using Self-Organizing Map (SOM) to group websites ...