The Web can be modeled as a directed graph in which a node represents a web page and an edge represents an hyperlink. Recent studies suggested that despite it chaotic appearance, the Web is highly structured graph, in a statistical sense. In this paper we introduce a new web-like model that incorporates the main features of the web: power law degree distributions for both incoming and outgoing ...

The quality of the web page classification process has a huge impact on information retrieval systems. In this paper, we proposed to combine results text and image data classifiers get an accurate representation pages. To analyse created complicated classifier system with miner, classifier, aggregator. been achieved by deep learning models. order represent common view onto pages, three aggregat...

In the recent years the Web has become an important medium for communication and information storage. As this trend is predicted to continue, it is necessary to provide efficient solutions for retrieving and processing information found in WWW. In this paper we present a new method for temporal web page summarization based on trend and variance analysis. In the temporal summarization web docume...

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...

The massive and automated access to Web resources through robots has made it essential for Web service providers to make some conclusion about whether the "user" is a human or a robot. A Human Interaction Proof (HIP) like Completely Automated Public Turing test to tell Computers and Humans Apart (CAPTCHA) offers a way to make such a distinction. CAPTCHA is a reverse Turing test used by Web serv...

With the emergence of the World Wide Web, analyzing and improving Web communication has become essential to adapt the Web content to the visitors’ expectations. Web communication analysis is traditionally performed by Web analytics software, which produce long lists of page-based audience metrics. These results suffer from page synonymy, page polysemy, page temporality, and page volatility. In ...

It is our contention that the World Wide Web poses challenges to knowledge representation systems that fundamentally change the way we should design KR languages. In this paper, we describe the Simple HTML Ontology Extensions (SHOE), a KR language which allows web pages to be annotated with semantics. We present a formalism for the language and discuss the features which make it well suited for...

The knowledge representation field is gaining momentum with the advent of the Semantic Web activity within the W3C. This working group, thanks to previous researches, has proposed the Ontology Web Language to enhance the expressivity of web pages and to allow semantic inferences. This paper argues that knowledge representation technologies should be core components of multi-agent platforms. In ...

Assistive technologies have widened access to the Web, by providing a non-visual representation of page content for blind individuals. However, restrictions imposed by screen readers and Braille output devices have led to the development of mental representations of a web page, which differ considerably from the visual layout. As a result, both blind and sighted users find it difficult to perfo...