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The Use of Hashtags in TV-Shows: Analysis and Guidelines

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Smart Objects and Technologies for Social Good (GOODTECHS 2017)

Abstract

People watch TV with a second screen nearby and more than 30% of the time is used to perform social activities. This is why broadcasters are trying to exploit hashtags: they want people to talk about TV-shows in the social scenario. In this paper, we investigate how broadcasters use hashtags to promote their TV-shows. Indeed, we focus on 15 different TV-shows and we perform two different types of analyses: one investigates if broadcasters propose official hashtags and analyzes how these hashtags are promoted, the other investigates the characteristics of the Twitter conversations held around the considered TV-shows. Results show that broadcasters do not have a clear strategy in the social scenario: most of them do not exploit the synergy that can be created by linking the TV scenario to social and Web platforms. However, from the analysis of the Twitter conversations, we identified a successful case, whose analysis allowed us to outline some clear guidelines that broadcasters should employ when using hashtags to promote their TV-shows.

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References

  1. De Michele, R., Furini, M.: TV commercials: improving viewers engagement through gamification and second screen. In: 2017 IEEE Symposium on Computers and Communication (ISCC), July 2017

    Google Scholar 

  2. Nielsen: Total audience report (2016)

    Google Scholar 

  3. Stenger, M.: TV goes social: the rise of the second screen (2012). http://socialnewsdaily.com/4193/tv-social-networks-use-infographic

  4. Google: The New Multiscreen World: Understanding Cross-Platform Consumer Behavior (2012). https://ssl.gstatic.com/think/docs/the-new-multi-screen-world-study_research-studies.pdf

  5. Holmes, M.E., Josephson, S., Carney, R.E.: Visual attention to television programs with a second-screen application. In: Proceedings of the Symposium on Eye Tracking Research and Applications, pp. 397–400 (2012)

    Google Scholar 

  6. Montangero, M., Furini, M.: TRank: ranking Twitter users according to specific topics. In: 2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC), pp. 767–772, January 2015

    Google Scholar 

  7. Furini, M., Montangero, M.: TSentiment: on gamifying Twitter sentiment analysis. In: Proceedings of IEEE Symposium on Computers and Communication, pp. 91–96, June 2016

    Google Scholar 

  8. Furini, M., Tamanini, V.: Location privacy and public metadata in social media platforms: attitudes, behaviors and opinions. Multimed. Tools Appl. 74(21), 9795–9825 (2015)

    Article  Google Scholar 

  9. Furini, M.: Users behavior in location-aware services: digital natives vs digital immigrants. Adv. Hum.-Comput. Interact. 2014 (2014)

    Google Scholar 

  10. Courtois, C., D’heer, E.: Second screen applications and tablet users: constellation, awareness, experience, and interest. In: Proceedings of the 10th European Conference on Interactive TV and Video, EuroITV 2012, pp. 153–156. ACM, New York (2012)

    Google Scholar 

  11. Mukherjee, P., Wong, J.S., Jansen, B.: Patterns of social media conversations using second screens. In: Proceedings of the International BigData/SocialCom/CyberSecurity Conference (2014)

    Google Scholar 

  12. Bujari, A., Furini, M., Mandreoli, F., Martoglia, R., Montangero, M., Ronzani, D.: Standards, security and business models: key challenges for the IoT scenario. Mob. Netw. Appl. 1–8 (2017)

    Google Scholar 

  13. Egidi, L., Furini, M.: Bringing multimedia contents into MP3 files. IEEE Commun. Mag. 43(5), 90–97 (2005)

    Article  Google Scholar 

  14. Furini, M.: Mobile music distribution: a multichannel approach. Adv. Multimed. 2011 (2011)

    Google Scholar 

  15. Furini, M.: An architecture to easily produce adventure and movie games for the mobile scenario. ACM Comput. Entertain. 6(2), 1–16 (2008)

    Article  Google Scholar 

  16. Bujari, A., Furini, M., Laina, N.: On using cashtags to predict companies stock trends. In: 2017 14th IEEE Annual Consumer Communications Networking Conference (CCNC), pp. 25–28, January 2017

    Google Scholar 

  17. Furini, M., Mandreoli, F., Martoglia, R., Montangero, M.: IoT: science fiction or real revolution? In: Gaggi, O., Manzoni, P., Palazzi, C., Bujari, A., Marquez-Barja, J.M. (eds.) GOODTECHS 2016. LNICST, vol. 195, pp. 96–105. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-61949-1_11

    Chapter  Google Scholar 

  18. Mukherjee, P., Jansen, B.J.: Second screen interaction analysis for IRL events: phase-category investigation of the super bowl 2015 social soundtrack. In: 2016 7th International Conference on Information and Communication Systems (ICICS), pp. 13–19, April 2016

    Google Scholar 

  19. Meloni, L.F.P., Costa, G.C., Kobayashi, G., Kurashima, C.S.: Implementation of chat application for Ginga middleware technology using second screen. In: 2016 IEEE International Symposium on Consumer Electronics (ISCE), pp. 43–44, September 2016

    Google Scholar 

  20. Pagno, B., Costa, D., Guedes, L., Freitas, C.D.S., Nedel, L.: Guidelines for designing dynamic applications with second screen. In: 2015 XVII Symposium on Virtual and Augmented Reality, pp. 42–51, May 2015

    Google Scholar 

  21. Lee, S., Yoo, J., Han, G.: A second screen web service framework based on multimedia package distribution. In: 2015 IEEE International Conference on Consumer Electronics (ICCE), pp. 42–45, January 2015

    Google Scholar 

  22. Mu, M., Knowles, W., Sani, Y., Mauthe, A., Race, N.: Improving interactive TV experience using second screen mobile applications. In: 2015 IEEE International Symposium on Multimedia (ISM), pp. 373–376, December 2015

    Google Scholar 

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Correspondence to Marco Furini .

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© 2018 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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De Michele, R., Furini, M. (2018). The Use of Hashtags in TV-Shows: Analysis and Guidelines. In: Guidi, B., Ricci, L., Calafate, C., Gaggi, O., Marquez-Barja, J. (eds) Smart Objects and Technologies for Social Good. GOODTECHS 2017. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 233. Springer, Cham. https://doi.org/10.1007/978-3-319-76111-4_32

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  • DOI: https://doi.org/10.1007/978-3-319-76111-4_32

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-76110-7

  • Online ISBN: 978-3-319-76111-4

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