Scientific publications

Павлов А.С., Добров Б.В.

Метод обнаружения поискового спама, порожденного с помощью цепей Маркова

// Электронные библиотеки: перспективные методы и технологии, электронные коллекции: Труды XI Всероссийской научной конференции RCDL'2009. Петрозаводск: КарНЦ РАН, 2009. C. 311-317

Pavlov A.S., Dobrov B.V. Detecting Web Spam Created With Markov Chains Text Generators // Digital Libraries: Advanced Methods and Technologies, Digital Collections: Proceedings of the XI All-Russian Research Conference RCDL'2009. Petrozavodsk: KRC RAS, 2009. Pp. 311-317

In this paper we introduce an approach to detection of web spam generated by text generators. This method is based on text style and genre analysis. Machine learning algorithms are applied to automate spam detection, using the extracted features. Experiments prove possibility of proposed method to be applied to detect texts, created by Markov chains text generators.

Detecting Web Spam Created With Markov Chains Text Generators (236 Kb, total downloads: 193)

Last modified: October 16, 2009