Measuring the influence of users on social networks: SocialEngagement proposal
DOI:
https://doi.org/10.3145/epi.2018.jul.18Keywords:
Social networking sites, Social media, Influence, Influencers, Measurement, Indicators, Internet-based business model, Twitter, Facebook, Instagram, ResearchGate, SocialEngagement.Abstract
The analysis of data from social media and the measurement of the influence of its users are topics of increasing importance from different points of view, including the academic and the economic. In this paper we propose a reflection towards the creation of comprehensive algorithms for the measurement of influence through the analysis of data generated in the interactions of social media users, as well as the detection of new business models on the Net. To do so, the paper reflects on the concept of influence in social media and the role of information and communication professionals in its measurement and analysis, describes several instruments used to measure influence, and presents the project SocialEngagement, a web platform for the analysis and detection of referents, opinion makers and trends.
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Alarcón-del-Amo, María-del-Carmen; Lorenzo-Romero, Carlota; Gómez-Borja, Miguel-Ángel (2011). "Classifying and profiling social networking site users: A latent segmentation approach". Cyberpsychology, behavior, and social networking, v. 14, n. 9, pp. 547-553. https://doi.org/10.1089/cyber.2010.0346
Alonso-Berrocal, José-Luis; Figuerola, Carlos G.; Zazo-Rodríguez, Ángel F. (2015) "Propuesta de índice de influencia de contenidos (Influ@RT) en Twitter". Scire, v. 21, n. 1, pp. 21-26. http://www.ibersid.eu/ojs/index.php/scire/article/view/4139/3805
Bakshy, Eytan; Mason, Winter; Hofman, Jake M.; Watts, Duncan J. (2011). "Identifying "˜influencers´ on Twitter". En: ACM Intl conf on web search and data mining. https://www.researchgate.net/publication/52003758_Identifying_´Influencers´_on_Twitter
Cha, Meeyoung; Haddadi, Hamed; Benevenuto, Fabrício; Gummadi, Krishna P. (2010). "Measuring user influence in Twitter: The million follower fallacy". En: ICWSM, 2010. http://snap.stanford.edu/class/cs224w-readings/cha10influence.pdf
Easley, David; Kleinber, Jon (2010). Networks, crowds, and markets: Reasoning about a highly connected world. Cambridge: Cambridge University Press. https://www.cs.cornell.edu/home/kleinber/networks-book/networks-book.pdf
Enjolras, Bernard; Steen-Johnsen, Kari; Wollebí¦k, Dag (2013). "Social media and mobilization to offline demonstrations: Transcending participatory divides?". New media & society, v. 15, pp. 890-908, https://doi.org/10.1177/1461444812462844
Ferrer-Sapena, Antonia; Sánchez-Pérez, Enrique A. (2013). "Open data, big data: ¿hacia dónde nos dirigimos?". Anuario ThinkEPI, v. 7, pp. 150-156. https://recyt.fecyt.es/index.php/ThinkEPI/article/view/30351
González-Bailón, Sandra; Borge-Holthoefer, Javier; Moreno, Yamir (2013). "Broadcasters and hidden influentials in online protest diffusion". American behavioral scientist, v. 57, n. 7, pp. 943-965. https://doi.org/10.1177/0002764213479371
Hoffmann, Christian-Pieter; Lutz, Christoph; Meckel, Miriam (2015). "A relational altmetric? Network centrality on ResearchGate as an indicator of scientific impact". Journal of the Association for Information Science and Technology, v. 67, n.4, pp. 765-775. https://doi.org/10.1002/asi.23423
IAB Spain (2016). Estudio anual de redes sociales. Interactive Advertising Bureau. http://www.iabspain.net/wp-content/uploads/downloads/2016/04/IAB_EstudioRedesSociales_2016_VCorta.pdf
Jordan, Katy (2015). "Exploring the ResearchGate Score as an academic metric: Reflections and implications for practice". En: Quantifying and analysing scholarly communication on the web (ASCW´15). http://oro.open.ac.uk/43538
Keenan, Andrew; Shiri, Ali (2009). "Sociability and social interaction on social networking websites". Library review, v. 58, n. 6, pp. 438-450. https://doi.org/10.1108/00242530910969794
Krallman, Alexandra; Pelletier, Mark J.; Adams, Frank G. (2016). "@Size vs. #Impact: Social media engagement differences amongst Facebook, Twitter, and Instagram". En: Kim, Kacy K. (ed.) Celebrating America´s pastimes: Baseball, hot dogs, apple pie and marketing? Developments in marketing science. Proceedings of the Academy of Marketing Science. https://doi.org/10.1007/978-3-319-26647-3_112
Lee, Adeline; Bruckman, Amy (2007). "Judging you by the company you keep: Dating on social networking sites". In: Proceedings of Group 2007, November 4-7, Sanibel Island, FL. http://www.cc.gatech.edu/~asb/papers/conference/lee-bruckman-group07.pdf
Leiva-Aguilera, Javier (2012). Gestión de la reputación online. Barcelona: Editorial UOC, Colección El profesional de la información, n. 7. ISBN: 978 84 9788 990 2
Marquina-Arenas, Julián (2012). Plan social media y community manager. Barcelona: Editorial UOC, Colección El profesional de la información, n. 12. ISBN: 978 84 9029 239 6
Martínez-Martínez, Silvia; Lara-Navarra, Pablo (2014). "El big data transforma la interpretación de los medios sociales". El profesional de la información, v. 23, n. 6, pp. 575-581. https://doi.org/10.3145/epi.2014.nov.03
Orduña-Malea, Enrique; Martín-Martín, Alberto; Delgado-López-Cózar, Emilio (2016). "ResearchGate como fuente de evaluación científica: desvelando sus aplicaciones bibliométricas". El profesional de la información, v. 25, n. 2, p. 303-310. https://doi.org/10.3145/epi.2016.mar.18
Papacharissi, Zizi (2011). A networked self: Identity, community and culture on social network sites. New York: Routledge. ISBN: 978 0 415801812
Ponce, Isabel (2012). "Monográfico: Redes sociales". Observatorio Tecnológico. http://recursostic.educacion.es/observatorio/web/es/internet/web-20/1043-redes-sociales
Priem, Jason; Taraborelli, Dario; Groth, Paul; Neylon, Cameron (2010). Altmetrics: A manifesto (v. 1.0), October 26th. http://altmetrics.org/manifesto
Rogers, Everett (2003). Diffusion of innovations (5th ed.). Simon and Schuster. ISBN: 978 0 7432 5823 4
Sanz-Martos, Sandra (2012). "Community managers, content curators y otros perfiles profesionales para la web social". Anuario ThinkEPI, v. 6, pp. 40-43. https://recyt.fecyt.es/index.php/ThinkEPI/article/view/30382
Saxena, Anant; Khanna, Uday (2013). "Advertising on social network sites: A structural equation modelling approach". The journal of business perspective, v. 17, n. 1, pp. 17-25. https://doi.org/10.1177/0972262912469560
Serrano-Cobos, Jorge (2014). "Big data y analítica web. Estudiar las corrientes y pescar en un océano de datos". El profesional de la información, v. 23, n. 6, pp. 561-565. https://doi.org/10.3145/epi.2014.nov.01
Stembridge, Bob; Corish, Breda (2004). "Patent data mining and effective patent portfolio management". Intellectual asset management, Oct.-Nov., pp. 30-35. https://goo.gl/2jRVpA
Thelwall, Mike; Kousha, Kayvan (2015). "ResearchGate: disseminating, communicationg, and measuring scholarship". Journal of the Association for Information Science and Technology, v. 66, n. 5, pp. 876-889. http://www.scit.wlv.ac.uk/~cm1993/papers/ResearchGate.pdf
Trusov, Michael; Bucklin, Randolph E.; Pauwels, Koen (2009). "Effects of word-of-mouth versus traditional marketing: Findings from an internet social networking site". Journal of marketing, v. 73, pp. 90-102. https://goo.gl/Y4zAbZ
Valenzuela, Sebastián; Park, Namsu; Kee, Kerk F. (2009). "Is there social capital in a social network site?: Facebook use and college students´ life satisfaction, trust, and participation". Journal of computer-mediated communication, v. 14, pp. 875-901. https://doi.org/10.1111/j.1083-6101.2009.01474.x
Van-den-Bulte, Christophe; Joshi, Yogesh V. (2007). "New product diffusion with influentials and imitators". Marketing science, v. 26, n. 3, pp. 400-421. https://doi.org/10.1287/mksc.1060.0224
Villars, Richard L.; Olofson, Carl W.; Eastwood, Matthew (2011). Big data: What it is and why you should care. IDC. Analyze the Future. https://goo.gl/t2B63s
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