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Online Communication of eSports Viewers: Topic Modeling Approach
Natl Res Univ, Higher Sch Econ, St Petersburg, Russia..
Natl Res Univ, Higher Sch Econ, St Petersburg, Russia..
Uppsala University, Disciplinary Domain of Humanities and Social Sciences, Faculty of Social Sciences, Department of Informatics and Media.
Natl Res Univ, Higher Sch Econ, St Petersburg, Russia..
2018 (English)In: Advances In Computer Entertainment Technology, Ace 2017 / [ed] Cheok, AD Inami, M Romao, T, SPRINGER INTERNATIONAL PUBLISHING AG , 2018, p. 608-613Conference paper, Published paper (Refereed)
Abstract [en]

This paper represents a brief overview of the communication of eSports viewers during the broadcasts of Dota 2 tournaments on the streaming platform Twitch.tv. We employed a topic modelling algorithm Twitter-LDA to analyse the contents of chat messages. We found that different stages of the stream can trigger different ways of behaviour depending on the type of the content. Game sessions more often had short emotional expressions, while breaks and moments of game inactivity included more analytical discussions and sociability.

Place, publisher, year, edition, pages
SPRINGER INTERNATIONAL PUBLISHING AG , 2018. p. 608-613
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 10714
National Category
Media and Communications
Identifiers
URN: urn:nbn:se:uu:diva-358431DOI: 10.1007/978-3-319-76270-8_42ISI: 000432607700042ISBN: 978-3-319-76270-8 (electronic)ISBN: 978-3-319-76269-2 (print)OAI: oai:DiVA.org:uu-358431DiVA, id: diva2:1243190
Conference
14th International Conference on Advances in Computer Entertainment Technology (ACE), DEC 14-16, 2017, London, ENGLAND
Available from: 2018-08-30 Created: 2018-08-30 Last updated: 2018-08-30Bibliographically approved

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