Business Data Communications and Networking: A Research by Ed. by Jairo Gutiérrez.

By Ed. by Jairo Gutiérrez.

The expanding enterprise use of instant and cellular applied sciences on quite a few units has sped up the necessity for a greater knowing of the applied sciences concerned. company information Communications and Networking: A learn point of view addresses the foremost concerns for companies using info communications and the expanding significance of networking applied sciences in company. enterprise info Communications and Networking: A study standpoint covers a sequence of technical advances within the box whereas highlighting their respective contributions to company or organizational targets, and facilities at the problems with network-based functions, mobility, instant networks, and community defense.

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Copying or distributing in print or electronic forms without written permission of Idea Group Inc. is prohibited. A Data Mining Driven Approach  based on textual content-based analysis such as indicative keywords detection or manually collected black list checking, the originality of our work resides on the addition of structural and visual content-based analysis to the classical textual content-based analysis along with several major-data mining techniques for learning and classifying. 4% classification accuracy rate when skin color-related visual content-based analysis is driven in addition.

200) investigated the problem of Web community identification only based on the hyperlinked structure of the Web. They highlighted that a hyperlink between two Web pages is an explicit indicator that two pages are related to one another. Started from this hypothesis, they studied several methods and measures, such as bibliographic coupling and co-citation coupling, hub and authority, and so forth. Glover et al. (2002) also studied the use of Web structure for classifying and describing Web pages.

In order to validate our Web filtering system, WebGuard was evaluated by intensive experiments. Actually, we carried out two series of tests: The first used only textual and structural content-based analysis, resulting in a first Web filter engine WebGuard-TS, while the second one took into account both textual, structural content-based analysis and visual content-based analysis, giving birth to a cascaded version of WebGuard. This section presents the results of these experiments. However, in order to make clear the experimental conditions, we first describe shortly the validation techniques and conditions.

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