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LABORATORY FOR INTERNET STUDIES

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Presentation on theme: "LABORATORY FOR INTERNET STUDIES"— Presentation transcript:

1 LABORATORY FOR INTERNET STUDIES
1

2 PEOPLE Olessia Koltsova, Head of laboratory Sergey Nikolenko,
Mathematician, Senior researcher Sergei Koltcov, Physicist, technical director Peter Meylakhs, Sociologist, Senior researcher Svetlana Bodrunova, Media scholar, Invited researcher Andrey Scherbak, Political scientist, Invited researcher Anastasia Shimorina, Computer linguist, Junior researcher Interdisciplinary team, division of labor. Sociologists should do sociological research MULTI-GENERATION Yury Rykov, PhD student in sociology, intern Tatiana Yefimova, PhD student in political science, intern Daria Yudenkova Administrative director

3 LAB’S THREE CORNERSTONES
Big Internet data Diverse methods & tools Social science research questions and goals SOCIOLOGY, POLITICAL SCIENCE; WOULD LIKE TO ADD ECONOMICS, MARKETING 3

4 Koltran BLOGMINER mines posts, comments and user metadata
DATA1: LIVEJOURNAL OUR SOFT WITH OUR PARTNER COMPANY Koltran BLOGMINER mines posts, comments and user metadata 4

5 DATA2: VKontakte SOCIAL NETWORK
LINIS VKMiner mines friendship egonetworks, friendship networks of VK communities and.... WANT comparative research with other societies & languages 5

6 DATA2: VKontakte SOCIAL NETWORK
…and message boards of VK communities (posts, comments, likes, user metadata). WANT comparative research with other societies & languages 6

7 TOOLS & METHODS 1 Text mining: topic modeling with LINIS TopicMiner
Screenshot 7

8 Text mining: sentiment analysis
TOOLS & METHODS 2 Text mining: sentiment analysis Russian language tools still need to be developed Sentiment lexicon will be constructed and tested with SentiStregth (Thelwall) 8

9 TOOLS & METHODS 3 Network analysis
Many tools exist, but most do not process data of our scale Community detection with Louvain source code Qualitative analysis is crucial for hypothesis setting and interpretation of data 9

10 RESEARCH QUESTIONS AND GOALS 1
Online public agenda: topical structure of the Russian blogosphere and influence of national elections on it (finished project) EXAMPLES, NOT ALL GOALS 10

11 RESEARCH QUESTIONS AND GOALS 3
Online public opinion: revealing topics that arouse social tension through sentiment analysis (pilot project finished; main project planned) “Neanderthals are now in your backyard” (a picture from a blog post concerning Muslims slaughtering sheep for Kurban-Bayram in Moscow 11

12 RESEARCH QUESTIONS AND GOALS 3
Comment-based communities, their topical coherence and authorship homogenity (finished project) 12

13 RESEARCH QUESTIONS AND GOALS 4
Network structure and leadership in VK communities of social movements Can some network structure predict success/persistence of groups? Influentials and suscep-tibles in destructive com-munities: perspectives for Internet interventions 13

14 THANK YOU! Text 14


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