Aim of this paper is to describe a method of automatic web page classification to semantic domains and its evaluation. The classification method exploits machine learning algorithms and several morphological as well as semantical text processing tools. In contrast to general text document classification, in the web document classification there are often problems with short web pages. In this p...

To facilitate user browsing of Web, some websites such as Yahoo! (http://dir.yahoo.com) and Open Directory Project (http://dmoz.org) manually maintain a hierarchical structure. While manual classification of web pages provides high accuracy, it is very expensive. To automatically include new emerging pages into these hierarchies, web page classification becomes a hot research topic in web infor...