2013 | OriginalPaper | Buchkapitel
Method for Pornography Filtering in the WEB Based on Automatic Classification and Natural Language Processing
verfasst von : Roman Suvorov, Ilya Sochenkov, Ilya Tikhomirov
Erschienen in: Speech and Computer
Verlag: Springer International Publishing
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The paper presents a method for pornography detection in the web pages based on natural language processing. The described classification method uses feature set of single words and groups of words. Syntax analysis is performed to extract collocations. A modification of TF-IDF is used to weight terms. An evaluation and comparison of quality and performance of classification are given.