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2017 | OriginalPaper | Buchkapitel

Politicians Driving Online Discussions: Are Institutionalized Influencers Top Twitter Users?

verfasst von : Anna S. Smoliarova, Svetlana S. Bodrunova, Ivan S. Blekanov

Erschienen in: Internet Science

Verlag: Springer International Publishing

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Abstract

Embeddedness of politicians and political organizations in a discussion defines its level of institutionalization and creates a public arena for collaboration between publics and institutional actors. Thus, testing whether traditional hierarchies (in terms of presence of politically institutionalized actors) show up in online discussions deserves scholarly research. Moreover, it is also important to see whether more democratic societies show patterns of public involvement of politically institutionalized users that would differ from those in more authoritarian contexts.
To assess the ‘influencer’ status of politically institutionalized actors on Twitter cross-culturally, we have selected conflictual Twitter discussions in Germany, the USA, and Russia, all based on violent inter-ethnic clashes. Using vocabulary-based web crawling, we collected data on them and formed samples of top users selected by four activity metrics and five network metrics, to assess the positions of political users in the top lists and correlations of user status with their top list ranks. To this, we added qualitative assessment of presence of political users in comparative perspective.
Our results show that, in all the cases, presence of political actors in online discussions is scarce; also, political actors tend to fail to link user groups or stay in the center of discussion. There is also meaningful divergence of Russia from the pattern that Germany and the USA show: while in these countries politicians gain user attention based on content, in Russia it is the status itself that matters, and political users tend to gain weight in the discussion structure despite low attention levels.

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Literatur
1.
Zurück zum Zitat Bennett, W.L., Segerberg, A.: The Logic of Connective Action: Digital Media and the Personalization of Contentious Politics. Cambridge University Press, Cambridge (2013)CrossRef Bennett, W.L., Segerberg, A.: The Logic of Connective Action: Digital Media and the Personalization of Contentious Politics. Cambridge University Press, Cambridge (2013)CrossRef
3.
Zurück zum Zitat Bonilla, Y., Rosa, J.: #Ferguson: digital protest, hashtag ethnography, and the racial politics of social media in the United States. Am. Ethnol. 42, 4–17 (2015). doi:10.1111/amet.12112 CrossRef Bonilla, Y., Rosa, J.: #Ferguson: digital protest, hashtag ethnography, and the racial politics of social media in the United States. Am. Ethnol. 42, 4–17 (2015). doi:10.​1111/​amet.​12112 CrossRef
4.
Zurück zum Zitat Groshek, J., Tandoc, E.: The affordance effect: gatekeeping and (non)reciprocal journalism on Twitter. Comput. Hum. Behav. 66, 201–210 (2017)CrossRef Groshek, J., Tandoc, E.: The affordance effect: gatekeeping and (non)reciprocal journalism on Twitter. Comput. Hum. Behav. 66, 201–210 (2017)CrossRef
5.
Zurück zum Zitat Baumann, A., Fabian, B., Lessmann, S., Holzberg, L.: Twitter and the political landscape – a graph analysis of German politicians. Research Papers, 132 (2016) Baumann, A., Fabian, B., Lessmann, S., Holzberg, L.: Twitter and the political landscape – a graph analysis of German politicians. Research Papers, 132 (2016)
7.
Zurück zum Zitat Bodrunova, S.S., Litvinenko, A.A., Nigmatullina, K.R., Blekanov, I.S., Smolarova, A.S.: Ad-hoc publics and influencers on the Russian Twitter: the case of discussion on migrants. In: Proceedings of 3rd International Multidisciplinary Scientific Conferences on Social Science and Arts (SGEM - 2016). Volume II: Sociology and Healthcare, Albena, Bulgaria, pp. 73–80, 22–31 August 2016 Bodrunova, S.S., Litvinenko, A.A., Nigmatullina, K.R., Blekanov, I.S., Smolarova, A.S.: Ad-hoc publics and influencers on the Russian Twitter: the case of discussion on migrants. In: Proceedings of 3rd International Multidisciplinary Scientific Conferences on Social Science and Arts (SGEM - 2016). Volume II: Sociology and Healthcare, Albena, Bulgaria, pp. 73–80, 22–31 August 2016
8.
Zurück zum Zitat Bodrunova, S.S., Litvinenko, A.A., Blekanov, I.S. Influencers on the Russian Twitter: institutions vs. people in the discussion on migrants. In: Proceedings of ACM International Conference ‘Electronic Governance and Open Society: Challenges in Eurasia’, St. Petersburg, Russia, pp. 212–222, 21–23 November 2016 Bodrunova, S.S., Litvinenko, A.A., Blekanov, I.S. Influencers on the Russian Twitter: institutions vs. people in the discussion on migrants. In: Proceedings of ACM International Conference ‘Electronic Governance and Open Society: Challenges in Eurasia’, St. Petersburg, Russia, pp. 212–222, 21–23 November 2016
10.
Zurück zum Zitat Sherstobitov, A.: The potential of social media in Russia: from political mobilization to civic engagement. In: ACM International Conference Proceeding Series, pp. 162–166 (2014). doi:10.1145/2729104.2729118 Sherstobitov, A.: The potential of social media in Russia: from political mobilization to civic engagement. In: ACM International Conference Proceeding Series, pp. 162–166 (2014). doi:10.​1145/​2729104.​2729118
12.
Zurück zum Zitat Denisova, A.: Democracy, protest and public sphere in Russia after the 2011-12 anti-government protests: digital media at stake. Media Cult. Soc. (2016). doi:10.1177/0163443716682075 Denisova, A.: Democracy, protest and public sphere in Russia after the 2011-12 anti-government protests: digital media at stake. Media Cult. Soc. (2016). doi:10.​1177/​0163443716682075​
13.
Zurück zum Zitat Bodrunova, S., Litvinenko, A.: Fragmentation of society and media hybridisation in today’s Russia: how Facebook voices collective demands. Zhurnal Issledovanii Sotsial’Noi Politiki 14(1), 113–124 (2016) Bodrunova, S., Litvinenko, A.: Fragmentation of society and media hybridisation in today’s Russia: how Facebook voices collective demands. Zhurnal Issledovanii Sotsial’Noi Politiki 14(1), 113–124 (2016)
15.
Zurück zum Zitat Bakshy, E., Hofman, J.M., Mason, W.A., Watts, D.J.: Everyone’s an influencer: quantifying influence on Twitter. In: Proceedings of International Conference on Web Search and Data Mining (WSDM), pp. 65–74. ACM, Hong Kong (2011) Bakshy, E., Hofman, J.M., Mason, W.A., Watts, D.J.: Everyone’s an influencer: quantifying influence on Twitter. In: Proceedings of International Conference on Web Search and Data Mining (WSDM), pp. 65–74. ACM, Hong Kong (2011)
17.
Zurück zum Zitat Kwak, H., Lee, C., Park, H., Moon, S.: What is Twitter, a social network or a news media? In: Proceedings of the 19th International Conference on World Wide Web, Raleigh, North Carolina, USA (2010). doi:10.1145/1772690.1772751 Kwak, H., Lee, C., Park, H., Moon, S.: What is Twitter, a social network or a news media? In: Proceedings of the 19th International Conference on World Wide Web, Raleigh, North Carolina, USA (2010). doi:10.​1145/​1772690.​1772751
19.
Zurück zum Zitat Wu, S., Hofman, J.M., Mason, W.A., Watts, D.J.: Who says what to whom on Twitter. In: Proceedings of the 20th International Conference on World Wide Web, pp. 705–714. ACM, Hyderabad (2011) Wu, S., Hofman, J.M., Mason, W.A., Watts, D.J.: Who says what to whom on Twitter. In: Proceedings of the 20th International Conference on World Wide Web, pp. 705–714. ACM, Hyderabad (2011)
20.
Zurück zum Zitat Juris, J.: Reflections on #OccupyEverywhere: social media, public space and emerging logics of aggregation. Am. Ethnol. 39, 259–279 (2012)CrossRef Juris, J.: Reflections on #OccupyEverywhere: social media, public space and emerging logics of aggregation. Am. Ethnol. 39, 259–279 (2012)CrossRef
21.
Zurück zum Zitat Clark, L.S.: Constructing public spaces| participants on the margins: examining the role that shared artifacts of engagement in the Ferguson protests played among minoritized political newcomers on Snapchat, Facebook, and Twitter. Int. J. Commun. 10, 235–253 (2016) Clark, L.S.: Constructing public spaces| participants on the margins: examining the role that shared artifacts of engagement in the Ferguson protests played among minoritized political newcomers on Snapchat, Facebook, and Twitter. Int. J. Commun. 10, 235–253 (2016)
22.
Zurück zum Zitat Bodrunova, S.S., Litvinenko, A.A.: New media and the political protest: the formation of a public counter-sphere in Russia of 2008-12. In: Makarychev, A., Mommen, A. (eds.) Russia’s Changing Economis and Political Regimes: The Putin Years and Afterwards, pp. 29–65. Routledge, London (2013) Bodrunova, S.S., Litvinenko, A.A.: New media and the political protest: the formation of a public counter-sphere in Russia of 2008-12. In: Makarychev, A., Mommen, A. (eds.) Russia’s Changing Economis and Political Regimes: The Putin Years and Afterwards, pp. 29–65. Routledge, London (2013)
23.
Zurück zum Zitat Dahlgren, P.: Media and Political Engagement: Citizens, Communication and Democracy. Cambridge University Press, Cambridge (2009) Dahlgren, P.: Media and Political Engagement: Citizens, Communication and Democracy. Cambridge University Press, Cambridge (2009)
24.
Zurück zum Zitat Bruns, A.: Gatekeeping, gatewatching, real-time feedback: new challenges for journalism. Braz. Journal. Res. J. 7(2), 117–136 (2011) Bruns, A.: Gatekeeping, gatewatching, real-time feedback: new challenges for journalism. Braz. Journal. Res. J. 7(2), 117–136 (2011)
25.
Zurück zum Zitat Bruns, A.: Gatewatching: Collaborative Online News Production. Peter Lang, New York (2005) Bruns, A.: Gatewatching: Collaborative Online News Production. Peter Lang, New York (2005)
28.
29.
Zurück zum Zitat Lynch, M.: After Egypt: the limits and promise of online challenges to the authoritarian Arab state. Perspect. Polit. 9, 301–310 (2011)CrossRef Lynch, M.: After Egypt: the limits and promise of online challenges to the authoritarian Arab state. Perspect. Polit. 9, 301–310 (2011)CrossRef
31.
Zurück zum Zitat Howard, P.N., Agarwal, S.D., Hussain, M.M.: When do states disconnect their digital networks? Regime responses to the political uses of social media. Commun. Rev. 14(3), 216–232 (2011). doi:10.2139/ssrn.1907191 Howard, P.N., Agarwal, S.D., Hussain, M.M.: When do states disconnect their digital networks? Regime responses to the political uses of social media. Commun. Rev. 14(3), 216–232 (2011). doi:10.​2139/​ssrn.​1907191
32.
Zurück zum Zitat Freberg, K., Graham, K., McGaughey, K., Freberg, L.A.: Who are the social media influencers? A study of public perceptions of personality. Publ. Relat. Rev. 37, 90–92 (2011)CrossRef Freberg, K., Graham, K., McGaughey, K., Freberg, L.A.: Who are the social media influencers? A study of public perceptions of personality. Publ. Relat. Rev. 37, 90–92 (2011)CrossRef
34.
Zurück zum Zitat Sajuria, J., van Heerde-Hudson, J., Hudson, D., Dasandi, N., Theocharis, Y.: Tweeting alone? An analysis of bridging and bonding social capital in online networks. Am. Polit. Res. (2015). doi:10.1177/1532673X14557942 Sajuria, J., van Heerde-Hudson, J., Hudson, D., Dasandi, N., Theocharis, Y.: Tweeting alone? An analysis of bridging and bonding social capital in online networks. Am. Polit. Res. (2015). doi:10.​1177/​1532673X14557942​
35.
Zurück zum Zitat Boyd, D., Golder, S., Lotan, G.: Tweet, tweet, retweet: conversational aspects of retweeting on twitter. In: Proceedings of 43rd Hawaii International Conference on System Sciences (HICSS), pp. 1–10. IEEE, Kauai (2010) Boyd, D., Golder, S., Lotan, G.: Tweet, tweet, retweet: conversational aspects of retweeting on twitter. In: Proceedings of 43rd Hawaii International Conference on System Sciences (HICSS), pp. 1–10. IEEE, Kauai (2010)
36.
Zurück zum Zitat Cha, M., Haddadi, H., Benevenuto, F., Gummad, K.P.: Measuring user influence on twitter: the million follower fallacy. In: Proceedings of the 4th International AAAI Conference on Weblogs and Social Media, Washington, D.C., pp. 10–17 (2010) Cha, M., Haddadi, H., Benevenuto, F., Gummad, K.P.: Measuring user influence on twitter: the million follower fallacy. In: Proceedings of the 4th International AAAI Conference on Weblogs and Social Media, Washington, D.C., pp. 10–17 (2010)
38.
Zurück zum Zitat Colliander, J., Marder, B., Falkman, L.L., Madestam, J., Modig, E., Sagfossen, S.: The social media balancing act: testing the use of a balanced self-presentation strategy for politicians using Twitter. Comput. Hum. Behav. 74, 277–285 (2017). doi:10.1016/j.chb.2017.04.042 CrossRef Colliander, J., Marder, B., Falkman, L.L., Madestam, J., Modig, E., Sagfossen, S.: The social media balancing act: testing the use of a balanced self-presentation strategy for politicians using Twitter. Comput. Hum. Behav. 74, 277–285 (2017). doi:10.​1016/​j.​chb.​2017.​04.​042 CrossRef
39.
Zurück zum Zitat Mascaro, C., Goggins, S.: Twitter as virtual town square: citizen engagement during a nationally televised Republican primary debate. In: American Political Science Conference, New Orlean, LA (2012) Mascaro, C., Goggins, S.: Twitter as virtual town square: citizen engagement during a nationally televised Republican primary debate. In: American Political Science Conference, New Orlean, LA (2012)
40.
Zurück zum Zitat Liu, G., Shi, C., Chen, Q., Wu, B., Qi, J.: A two-phase model for retweet number prediction. In: Li, F., Li, G., Hwang, S-w, Yao, B., Zhang, Z. (eds.) WAIM 2014. LNCS, vol. 8485, pp. 781–792. Springer, Cham (2014). doi:10.1007/978-3-319-08010-9_84 Liu, G., Shi, C., Chen, Q., Wu, B., Qi, J.: A two-phase model for retweet number prediction. In: Li, F., Li, G., Hwang, S-w, Yao, B., Zhang, Z. (eds.) WAIM 2014. LNCS, vol. 8485, pp. 781–792. Springer, Cham (2014). doi:10.​1007/​978-3-319-08010-9_​84
41.
Zurück zum Zitat Maharani, W.: Identifying influential user in Twitter: analysis of tweet content similarity in weighted network. J. Theor. Appl. Inf. Technol. 81(3), 558–563 (2015) Maharani, W.: Identifying influential user in Twitter: analysis of tweet content similarity in weighted network. J. Theor. Appl. Inf. Technol. 81(3), 558–563 (2015)
45.
Zurück zum Zitat Parmelee, J.H., Bichard, S.L.: Politics and the Twitter Revolution: How Tweets Influence the relationship Between Political Leaders and the Public. Lexington Books, Lanham (2012) Parmelee, J.H., Bichard, S.L.: Politics and the Twitter Revolution: How Tweets Influence the relationship Between Political Leaders and the Public. Lexington Books, Lanham (2012)
46.
Zurück zum Zitat Garimella, V.R.K., Weber, I.: A Long-Term Analysis of Polarization on Twitter. Pre-print of a Short Paper Accepted at ICWSM 2017. arXiv:1703.02769v2 Garimella, V.R.K., Weber, I.: A Long-Term Analysis of Polarization on Twitter. Pre-print of a Short Paper Accepted at ICWSM 2017. arXiv:​1703.​02769v2
47.
Zurück zum Zitat Cohen, R., Ruths, D.: Classifying political orientation on Twitter: it’s not easy! In: Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media (2013) Cohen, R., Ruths, D.: Classifying political orientation on Twitter: it’s not easy! In: Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media (2013)
50.
Zurück zum Zitat Hong, S., Nadler, D.: Social media and political voices of organized interest groups: a descriptive analysis. In: Proceedings of the 16th Annual International Conference on Digital Government Research, pp. 210–216. ACM, Phoenix (2015) Hong, S., Nadler, D.: Social media and political voices of organized interest groups: a descriptive analysis. In: Proceedings of the 16th Annual International Conference on Digital Government Research, pp. 210–216. ACM, Phoenix (2015)
52.
Zurück zum Zitat Vargo, C.J., Hopp, T.: Socioeconomic status, social capital, and partisan polarity as predictors of political incivility on Twitter: a congressional district-level analysis. Soc. Sci. Comput. Rev. 35(1), 10–32 (2017). doi:10.1177/0894439315602858 CrossRef Vargo, C.J., Hopp, T.: Socioeconomic status, social capital, and partisan polarity as predictors of political incivility on Twitter: a congressional district-level analysis. Soc. Sci. Comput. Rev. 35(1), 10–32 (2017). doi:10.​1177/​0894439315602858​ CrossRef
54.
Zurück zum Zitat Frolova, E.: The most popular social networks in Russia-2016 (2016). pro-smm.com. Accessed 19 May 2017 Frolova, E.: The most popular social networks in Russia-2016 (2016). pro-smm.​com. Accessed 19 May 2017
56.
Zurück zum Zitat Kelly, J., Barash, V., Alexanyan, K., Etling, B., Faris, R., Gasser, U., Palfrey, J.: Mapping Russian Twitter. Berkman Center for Internet and Society, Harvard University, Cambridge (2012) Kelly, J., Barash, V., Alexanyan, K., Etling, B., Faris, R., Gasser, U., Palfrey, J.: Mapping Russian Twitter. Berkman Center for Internet and Society, Harvard University, Cambridge (2012)
57.
Zurück zum Zitat Greene, S: Twitter and the Russian Street: Memes, Networks and Mobilization. CNMS Working Paper 2012/1. Center for the Study of New Media and Society, New Economic School, Moscow (2012) Greene, S: Twitter and the Russian Street: Memes, Networks and Mobilization. CNMS Working Paper 2012/1. Center for the Study of New Media and Society, New Economic School, Moscow (2012)
58.
Zurück zum Zitat Nikiporetz-Takigawa, G.: Tweeting the Russian protests. Digit. Icons: Stud. Russ. Eurasian Cent. Eur. New Media 9, 1–25 (2013) Nikiporetz-Takigawa, G.: Tweeting the Russian protests. Digit. Icons: Stud. Russ. Eurasian Cent. Eur. New Media 9, 1–25 (2013)
60.
Zurück zum Zitat Denisova, A.: Parody microbloggers as chroniclers and commentators on Russian political reality. Demokratizatsiya: J. Post-Sov. Democratization 25(1), 23–41 (2017) Denisova, A.: Parody microbloggers as chroniclers and commentators on Russian political reality. Demokratizatsiya: J. Post-Sov. Democratization 25(1), 23–41 (2017)
61.
Zurück zum Zitat Bodrunova, S.S., Litvinenko, A.A.: Four Russias in communication: fragmentation of the Russian public sphere in the 2010s. In: Dobek-Ostrowska, B., Glowacki, M. (eds.) Democracy and Media in Central and Eastern Europe 25 Years On, Wroclaw, pp. 63–79 (2015) Bodrunova, S.S., Litvinenko, A.A.: Four Russias in communication: fragmentation of the Russian public sphere in the 2010s. In: Dobek-Ostrowska, B., Glowacki, M. (eds.) Democracy and Media in Central and Eastern Europe 25 Years On, Wroclaw, pp. 63–79 (2015)
62.
Zurück zum Zitat Barash, V., Kelly, J.: Salience vs. commitment: dynamics of political hashtags in Russian Twitter. Berkman Center Research Publication (2012) Barash, V., Kelly, J.: Salience vs. commitment: dynamics of political hashtags in Russian Twitter. Berkman Center Research Publication (2012)
63.
Zurück zum Zitat Mosca, L., Quaranta, M.: News diets, social media use and non-institutional participation in three communication ecologies: comparing Germany, Italy and the UK. Inf. Commun. Soc. 19(3), 325–345 (2016)CrossRef Mosca, L., Quaranta, M.: News diets, social media use and non-institutional participation in three communication ecologies: comparing Germany, Italy and the UK. Inf. Commun. Soc. 19(3), 325–345 (2016)CrossRef
64.
Zurück zum Zitat Vaccari, C., Valeriani, A., Barbera, P., Jost, J.T., Nagler, J., Tucker, J.A.: Of echo chambers and contrarian clubs: exposure to political disagreement among German and Italian users of Twitter. Soc. Media+ Soc. 2(3), 1–24 (2016). doi:10.1177/2056305116664221 Vaccari, C., Valeriani, A., Barbera, P., Jost, J.T., Nagler, J., Tucker, J.A.: Of echo chambers and contrarian clubs: exposure to political disagreement among German and Italian users of Twitter. Soc. Media+ Soc. 2(3), 1–24 (2016). doi:10.​1177/​2056305116664221​
65.
Zurück zum Zitat Nuernbergk, C.: Political journalists’ interaction networks: the German federal press conference on Twitter. Journal. Pract. 10(7), 868–879 (2016) Nuernbergk, C.: Political journalists’ interaction networks: the German federal press conference on Twitter. Journal. Pract. 10(7), 868–879 (2016)
Metadaten
Titel
Politicians Driving Online Discussions: Are Institutionalized Influencers Top Twitter Users?
verfasst von
Anna S. Smoliarova
Svetlana S. Bodrunova
Ivan S. Blekanov
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-70284-1_11

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