Classifying and mining noise-free web pages will improve on accuracy of search results as well as search speed, and may benefit webpage organization applications (e.g., keyword-based search engines and taxonomic web page categorization applications). Noise on web pages are irrelevant to the main content on the web pages being mined, and include advertisements, navigation bar, and copyright noti...

Here we present a new technique of pattern discovery technique based on analysis of contextual factors. The approach is based on Web classification algorithm and task classification algorithm. In order to find the discovered pattern, here we present a preprocessing and web page classification technique based on the Cs-Uri-Stem field of log file, in which we classifies the pages index as well as...

Web pages often embed scripts for a variety of purposes, including advertising and dynamic interaction. Understanding embedded scripts and their purpose can often help to interpret or provide crucial information about the web page. We have developed a functionality-based categorization of JavaScript, the most widely used web page scripting language. We then view understanding embedded scripts a...

Web pages often embed scripts for a variety of purposes, including advertising and dynamic interaction. Understanding embedded scripts and their purposes can often help to interpret or provide crucial information about the web page. I have developed a functionality-based categorization of JavaScript, the most widely used web page scripting language. I then view understanding embedded scripts as...

Unlike conventional data or text, Web pages typically contain a large amount of information that is not part of the main contents of the pages, e.g., banner ads, navigation bars, and copyright notices. Such irrelevant information (which we call Web page noise) in Web pages can seriously harm Web mining, e.g., clustering and classification. In this paper, we propose a novel feature weighting tec...

introduction: the current research seeks to evaluate the framework of the mentioned endeavors through the survey of the quality of the web pages of iran's medical universities and the existence of their organizational metalinks. methods: in this descriptive study, 40 web pages of the iran's medical universities were studied. the existence of the web pages, the type of the library soft wares, th...

Knowledge Management-based Web Systems (KM -bWS) are a novel class of Web Information Systems whose main goal is to adapt contents and presentations with respect to user needs and backgrounds through the execution of Knowledge Management processes. A KM-bWS can be seen as an “intelligent knowledge hub” because it makes distributed Web resources available by means of Knowledge Management techniq...

Information explosion in World Wide Web has increased the interest in Web usage mining techniques in both commercial and academic areas. Study of interested web users; provide valuable information for web designers to quickly respond to their individual needs and for the efficient organization of the website. Among the several approaches like Association rule mining, classification, clustering,...