Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование
The linkages between intensity and topicality of online discussions, on one hand, and those of offline on-street political activity, on the other hand, have recently become a subject of studies around the world. But the results of quantitative assessment of causal relations between onsite and online activities of citizens are contradictory. In our research, we use conflicts with violent trig-gers and the subsequent lines of events that include street rallies, political manifestations, and/or peaceful mourning, as well as public political talk, to trace the pivotal points in the conflict via measuring Twitter content. We show that in some cases Granger test does not work well, like in the case of Cologne mass harassment, for detecting the causality between online and onsite activities. In order to suggest a way to qualitatively assess the linkages between online and offline activities of users, we deploy topic modeling and further qualitative assessment of the changes in the topicality to link the topic saliency to the time of offline events. We detect several periods with varying topicality and link them to what was going on in the offline conflict.
Язык оригинала | английский |
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Название основной публикации | Internet Science - INSCI 2018 International Workshops |
Подзаголовок основной публикации | Conference proceedings |
Редакторы | S. S. Bodrunova, et al. |
Издатель | Springer Nature |
Страницы | 61-71 |
ISBN (печатное издание) | 9783030177041 |
DOI | |
Состояние | Опубликовано - 2019 |
Событие | 5th International Conference on Internet Science, INSCI 2018: Internet in World Regions: Digital Freedoms and Citizen Empowerment - СПбГУ, Институт "Высшая школа журналистики и массовых коммуникаций", St. Petersburg, Российская Федерация Продолжительность: 24 окт 2018 → 26 окт 2018 Номер конференции: 5th http://insci2018.org/ http://insci2018.org |
Название | Lecture Notes in Computer Science |
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Том | 11551 |
ISSN (печатное издание) | 0302-9743 |
ISSN (электронное издание) | 1611-3349 |
конференция | 5th International Conference on Internet Science, INSCI 2018 |
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Сокращенное название | INSCI 2018 |
Страна/Tерритория | Российская Федерация |
Город | St. Petersburg |
Период | 24/10/18 → 26/10/18 |
Сайт в сети Internet |
ID: 42547895