Abstract
A growing body of literature has recently focused on the adoption of personalization methods and tools traditionally used in e-commerce, in the area of political marketing and communication. However, the impact of adopting personalization applications for political purposes has not been studied yet. This paper contributes to filling this gap, by analyzing privacy threats stemming from the use of personalization tools for political purposes and identifying their impact on individuals and society. This paper also identifies issues that need further research, as big data, individual targeting, the development of behavioral science and sophisticated personalization techniques are reshaping political communication and pose new privacy risks.
Keywords
- Political marketing
- Personalization technologies
- Privacy
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References
Awad, N.F., Krishnan, M.S.: The personalization privacy paradox: an empirical evaluation of information transparency and the willingness to be profiled online for personalization. MIS Q. 30, 13–28 (2006)
Baines, P.R., et al.: “Market” classification and political campaigning: some strategic implications. J. Polit. Mark. 2(2), 47–66 (2003)
Baruh, L., Popescu, M.: Big data analytics and the limits of privacy self-management. New Med. Soc. 19(4), 579–596 (2017)
Bennett, W.L., Segerberg, A.: Digital media and the personalization of collective action: Social technology and the organization of protests against the global economic crisis. Inf. Commun. Soc. 14(6), 770–799 (2011)
Bimber, B.: Digital media in the Obama campaigns of 2008 and 2012: adaptation to the personalized political communication environment. J. Inf. Technol. Polit. 11(2), 130–150 (2014)
Bodle, R.: Regimes of sharing: open APIs, interoperability, and Facebook. Inf. Commun. Soc. 14(3), 320–337 (2011)
Brusilovsky, P., Millán, E.: User models for adaptive hypermedia and adaptive educational systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 3–53. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-72079-9_1
Burke, R.: Hybrid recommender systems: Survey and experiments. User Model. User-Adapt. Inter. 12(4), 331–370 (2002)
Chen, H., et al.: Business intelligence and analytics: from big data to big impact. MIS Q. 36(4), 1165–1188 (2012)
Chester, J.: Cookie wars: How new data profiling and targeting techniques threaten citizens and consumers in the “big data” era. In: Gutwirth, S., Leenes, R., De Hert, P., Poullet, Y. (eds.) European Data Protection: In Good Health?, pp. 53–77. Springer, Dordrecht (2012). https://doi.org/10.1007/978-94-007-2903-2_4
Cogburn, D.L., Espinoza-Vasquez, F.K.: From networked nominee to networked nation: examining the impact of Web 2.0 and social media on political participation and civic engagement in the 2008 Obama campaign. J. Polit. 10(1–2), 189–213 (2011)
Cwalina, W., Falkowski, A.: Political branding: political candidates positioning based on inter-object associative affinity index. J. Polit. Mark. 14(1–2), 152–174 (2015)
Darwish, A., Lakhtaria, K.I.: The impact of the new Web 2.0 technologies in communication, development, and revolutions of societies. J. Adv. Inf. Technol. 2(4), 204–216 (2011)
Doshi, P., et al.: Location based services and integration of Google maps in android. Int. J. Eng. Comput. Sci. 3, 5072–5077 (2014)
Fan, H., Poole, M.S.: What is personalization? Perspectives on the design and implementation of personalization in information systems. J. Organ. Comput. Electron. Commer. 16(3–4), 179–202 (2006)
Garcia, W.S.: Politics, journalism and Web 2.0 in the 2008 US presidential elections (2009)
Garcia-Rivadulla, S.: Personalization vs. privacy: an inevitable trade-off? IFLA J. 42(3), 227–238 (2016)
Garzia, D.: The personalization of politics in Western democracies: causes and consequences on leader–follower relationships. Leadersh. Q. 22(4), 697–709 (2011)
Gasparetti, F.: Personalization and context-awareness in social local search: state-of-the-art and future research challenges. Pervasive Mob. Comput. 38(Part 2), 446–473 (2017)
Gerlitz, C. et al.: Hit, link, like and share. Organising the social and the fabric of the web. In: Digital Methods Winter Conference Proceedings, pp. 1–29 (2011)
Gerodimos, R., Justinussen, J.: Obama’s 2012 Facebook campaign: political communication in the age of the like button. J. Inf. Technol. Polit. 12(2), 113–132 (2015)
Golbeck, J., Hansen, D.: Computing political preference among twitter followers. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 1105–1108. ACM (2011)
Grassegger, H., Krogerus, M.: The data that turned the world upside down (2017). Luettavissa: http://motherboard.vice.com/read/big-data-cambridge-analytica-brexit-trump. Luettu. 28 2017
Habegger, B., Hasan, O., Brunie, L., Bennani, N., Kosch, H., Damiani, E.: Personalization vs. privacy in big data analysis. Int. J. Big Data 25–35 (2014)
Hastings, G., Saren, M.: The critical contribution of social marketing: theory and application. Mark. Theor. 3(3), 305–322 (2003)
Karat, J., et al.: Personalizing interaction. In: Karat, C.-M., Blom, J.O., Karat, J. (eds.) Designing Personalized User Experiences in eCommerce, pp. 7–17. Springer, Dordrecht (2004). https://doi.org/10.1007/1-4020-2148-8_2
Kolovos, I., Harris, P.: Political marketing and political communication: the relationship revisited (2005)
Kosinski, M., et al.: Manifestations of user personality in website choice and behaviour on online social networks. Mach. Learn. 95(3), 357–380 (2014)
Lees-Marshment, J.: The marriage of politics and marketing. Polit. Stud. 49(4), 692–713 (2001)
Lilleker, D.G.: Interactivity and branding: public political communication as a marketing tool. J. Polit. Mark. 14(1–2), 111–128 (2015)
Liu, B., Zhang, L.: A survey of opinion mining and sentiment analysis. In: Aggarwal, C., Zhai, C. (eds.) Mining Text Data, pp. 415–463. Springer, Boston (2012). https://doi.org/10.1007/978-1-4614-3223-4_13
Mayer, J.R., Mitchell, J.C.: Third-party web tracking: policy and technology. In: 2012 IEEE Symposium on Security and Privacy (SP), pp. 413–427. IEEE (2012)
Needham, C., Smith, G.: Introduction: political branding. J. Polit. Mark. 14(1–2), 1–6 (2015)
Nor, C.S.M., et al.: Political marketing vs. commercial marketing: something in common for gains. Eur. J. Mark. 28(3), 20–31 (2006)
Pellerin C.: Communicating terror: an analysis of ISIS communication. http://www.sciencespo.fr/psia/sites/sciencespo.fr.psia/files/PELLERINClara_KSP_Paper_Award.pdf. Accessed 10 Sept 2017
Persily, N.: Can democracy survive the internet? J. Democr. 28(2), 63–76 (2017)
Rahat, G., Sheafer, T.: The personalization(s) of politics: Israel, 1949–2003. Polit. Commun. 24(1), 65–80 (2007)
Ramswell, P.Q.: Derision, division–decision: parallels between Brexit and the 2016 US presidential election. Eur. Polit. Sci. 16(2), 217–232 (2017)
Ringsquandl, M., Petkovic, D.: Analyzing political sentiment on twitter. In: AAAI Spring Symposium: Analyzing Microtext, pp. 40–47 (2013)
Roosendaal, A.: Facebook Tracks and Traces Everyone: Like This! Social Science Research Network, Rochester (2010)
Roosendaal, A.: We are all connected to Facebook … by Facebook! In: Gutwirth, S., Leenes, R., De Hert, P., Poullet, Y. (eds.) European Data Protection: In Good Health?, pp. 3–19. Springer, Dordrecht (2012). https://doi.org/10.1007/978-94-007-2903-2_1
Safiullah, M., et al.: Social media as an upcoming tool for political marketing effectiveness. Asia Pac. Manag. Rev. 22(1), 10–15 (2017)
Salonen, V., Karjaluoto, H.: Web personalization: the state of the art and future avenues for research and practice. Telemat. Inform. 33(4), 1088–1104 (2016)
Scammell, M.: Political marketing: lessons for political science. Polit. Stud. 47(4), 718–739 (1999)
Solove, D.J.: A Taxonomy of Privacy. Social Science Research Network, Rochester (2005)
Sorj, B.: Internet, public sphere and political marketing: between the promotion of communication and moralist solipsism. Humanit. Technol. Rev. 27, 45–68 (2008)
Thurman, N., Schifferes, S.: The future of personalization at news websites: lessons from a longitudinal study. Journal. Stud. 13(5–6), 775–790 (2012)
Toch, E., et al.: Personalization and privacy: a survey of privacy risks and remedies in personalization-based systems. User Model. User-Adapt. Inter. 22(1), 203–220 (2012)
Treiblmaier, H. et al.: Evaluating personalization and customization from an ethical point of view: an empirical study. In: Proceedings of the 37th Annual Hawaii International Conference on System Sciences, 10 pp. IEEE (2004)
Tufekci, Z.: Engineering the public: big data, surveillance and computational politics. First Monday 19(7), 7 July 2014. http://dx.doi.org/10.5210/fm.v19i7.4901, http://firstmonday.org/ojs/index.php/fm/article/view/4901/4097
Tumasjan, A., et al.: Predicting elections with twitter: what 140 characters reveal about political sentiment. ICWSM 10(1), 178–185 (2010)
Van De Garde-Perik, E., et al.: Investigating privacy attitudes and behavior in relation to personalization. Soc. Sci. Comput. Rev. 26(1), 20–43 (2008)
Vemou, K., Karyda, M.: Evaluating privacy practices in Web 2.0 services. In: MCIS, p. 7 (2015)
Vesanen, J.: What is personalization? A conceptual framework. Eur. J. Mark. 41(5/6), 409–418 (2007)
Vicente, C.R., et al.: Location-related privacy in geo-social networks. IEEE Internet Comput. 15(3), 20–27 (2011)
Wang, Y., Kobsa, A.: Respecting users’ individual privacy constraints in web personalization. In: Conati, C., McCoy, K., Paliouras, G. (eds.) UM 2007. LNCS, vol. 4511, pp. 157–166. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-73078-1_19
Westin, A.F.: Social and political dimensions of privacy. J. Soc. Issues 59(2), 431–453 (2003)
Willson, M.: The politics of social filtering. Convergence 20(2), 218–232 (2014)
Yun, H., et al.: Understanding the use of location-based service applications: do privacy concerns matter? J. Electron. Commer. Res. 14(3), 215 (2013)
Zeng, D., et al.: Social media analytics and intelligence. IEEE Intell. Syst. 25(6), 13–16 (2010)
Geolocation: Risks, issues and strategies, ISACA (2011). http://www.isaca.org/Groups/Professional. Accessed 7 Sept 2017
Privacy considerations of online behavioral tracking — ENISA. https://www.enisa.europa.eu/publications/privacy-considerations-of-online-behavioural-tracking. Accessed 2 Sept 2017
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Mavriki, P., Karyda, M. (2017). Using Personalization Technologies for Political Purposes: Privacy Implications. In: Katsikas, S., Zorkadis, V. (eds) E-Democracy – Privacy-Preserving, Secure, Intelligent E-Government Services. e-Democracy 2017. Communications in Computer and Information Science, vol 792. Springer, Cham. https://doi.org/10.1007/978-3-319-71117-1_3
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