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The tremendous growth rates of Internet and volume of content stored on its servers requires the creation of tools for automatic content analysis and processing. Intelligent systems for content processing aim to simplify and automate such tasks as content analysis and classification, finding keywords and building digests, distributing content according to specified criteria. This paper presents the...
In this paper, we explore the task of intellectual information system creation for content formation. We developed the general recommendations for design of the intellectual system. Our system has special modules for processing of information resources. We created the software for formation, control, and implementation of content and made experiments on “Online newspaper” and “Online magazine” systems...
Since the emergence of social software, it greatly enhances the internet user's interpersonal communication and social interaction, also affects people's learning and education. Through the content analysis of 438 academic papers published in educational Journals from 2003 to 2008, this article summarizes the characteristics, existing problems of the educational application of various social software,...
Web spam is a serious problem for search engines because the quality of their results can be severely degraded by the presence of this kind of page. In this paper, we present an efficient spam detection system based on a classifier that combines new link-based features with language-model (LM)-based ones. These features are not only related to quantitative data extracted from the Web pages, but also...
Recently, blogs boom with easy publishing tools to lager popularity on the internet. And with broad links, blogs become important information sources. Some enterprises even have chosen blogs as a channel for products/services promotion. Bloggers introduce news and goods to blog visitors and present related information. However, when receiving diversely framed information, people react differently...
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