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Nowadays a number of studies have demonstrated the great interest in discourse differences on the domain of monologue, dialogue and polylogue communication on the Internet. This paper describes the results of our investigation regarding relations between some types of deprivation, on the one hand, and, on the other hand, its verbal, paraverbal and non-verbal determinants from emotional and emotional-modal point of view, on the basis of spoken Russian communication by means of YouTube.com, Skype and ok.ru videohostings. The research is aimed at developing a knowledge database for the decision-making system and the computer-aided analysis of Russian spoken and written discourses in social network communication on Internet.