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Digitale Medien haben zu einer folgenreichen Veränderung politischer Diskurse beigetragen: Bürgerinnen und Bürger haben nunmehr die Möglichkeit eines direkten und permanenten Dialogs mit politisch Agierenden. Diese wiederum haben soziale Netzwerke als „wirkungsvolle Kommunikationsform für sich entdeckt“ (Kneuer 2017, S.46). Damit haben sich auch die politischen Partizipationsmöglichkeiten verändert. Neben den konventionellen Partizipationsformen erfahren die Bürgerinnen und Bürger nach der Erweiterung in den 1960er Jahren durch nicht institutionalisierte Formen (Woyke 2013) heute eine weitere Form der politischen Teilhabe durch digitale Medien.
This paper presents a survey on hate speech detection. Given the steadily growing body of social media content, the amount of online hate speech is also increasing. Due to the massive scale of the web, methods that automatically detect hate speech are required. Our survey describes key areas that have been explored to automatically recognize these types of utterances using natural language processing. We also discuss limits of those approaches.
Social media, as the fifth estate, increasingly influence public discourses and play a major role in shaping public opinion. Undoubtedly, they have the potential to promote participation and democracy. On the other side, they also constitute a risk for democratic societies, as the spread of hate speech and fake news has shown. As a response, forms of counterspeech organised by civil society have emerged in social media to counter the normalisation of hate speech and democracy-threatening discourses. In order to influence discourse in social media in terms of the fifth estate, counterspeech campaigns must be visible also quantitatively. In this ethnographic contrastive study, I analysed the activities of the German and Finnish Facebook groups of the network #iamhere international. The intensity and continuity of their activities is obviously influenced by their strategic organisation: conventionalised rules support them whereas lacking or inconsequent rules seemed to be counterproductive.