Politics-related online communities: Thematic landscape and (para)linguistic features

Konstantin Platonov, Kinll Svetlov

Результат исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

Аннотация

Politics-oriented online communities on social networking sites are becoming more influential in the conditions of lack of the independent media agenda. But how can the fragmented landscape of topics and ideologies represented by them be described using (para)linguistic features? In this research, we consider the sample of politics-related communities from the most popular Russian social networking site VKontakte. Additive regularization algorithm allowed us to classify the communities with similar topics and describe 9 salient clusters. It was shown how the thematic focus of the particular clusters is framed by linguistic and paralinguistic features, such as morphological specificities, tone, punctuation and so on. We propose a framework and a pipeline for the analysis of communicative strategies of communities discussing politics which could be used as a preliminary stage for the qualitative content analysis.

Язык оригиналаанглийский
Название основной публикацииProceedings of the 28th Conference of Open Innovations Association FRUCT, FRUCT 2021
РедакторыSergey Balandin, Vladimir Deart, Tatiana Tyutina
ИздательInstitute of Electrical and Electronics Engineers Inc.
ISBN (электронное издание)9789526924441
DOI
СостояниеОпубликовано - 27 янв 2021
Событие28th Conference of Open Innovations Association FRUCT, FRUCT 2021 - Virtual, Moscow, Российская Федерация
Продолжительность: 27 янв 202129 янв 2021

Серия публикаций

НазваниеConference of Open Innovation Association, FRUCT
Том2021-January
ISSN (печатное издание)2305-7254

конференция

конференция28th Conference of Open Innovations Association FRUCT, FRUCT 2021
СтранаРоссийская Федерация
ГородVirtual, Moscow
Период27/01/2129/01/21

Предметные области Scopus

  • Компьютерные науки (все)
  • Электротехника и электроника

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