Istituto di Scienza e Tecnologie dell'Informazione     
Sebastiani F. Text Classification for Web Filtering. In: International Workshop on Present and Future of Open-Source Content-Based Web filtering (Pisa, Italy, 21-22 January, 2004).
This talk deals with the application of text classification techniques to Web filtering, with particular emphasis on filtering unsuitable content such as pornographic or violent content. The talk introduces text classification, its tools, techniques, and applications, and then discusses how filtering unsuitable Web content can be seen as the intersection of three different applications: Web page classification, filtering, and detection unsuitable content. The characteristics of these three applications are briefly described, together with their practical consequences.
Subject Filtering unsuitable content
Content management in adversarial environments
Web page classification
I.5.2 Classifier design and evaluation
H.3.3 Information filtering
I.2.6 Learning

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