509
Views
14
CrossRef citations to date
0
Altmetric
Original Articles

Identification and characterisation of Facebook user profiles considering interaction aspects

ORCID Icon, , , , , & show all
Pages 858-872 | Received 21 May 2018, Accepted 07 Dec 2018, Published online: 22 Jan 2019

References

  • Akhtar, Nadeem. 2014. “Social Network Analysis Tools.” 04.
  • Beckmann, Norbert, Hans-Peter Kriegel, Ralf Schneider, and Bernhard Seeger. 1990. The R*-tree: An Efficient and Robust Access Method for Points and Rectangles. In Proceedings of the 1990 ACM SIGMOD International Conference on Management of Data (SIGMOD '90). ACM, New York, NY, USA, 322–331. doi:10.1145/93597.98741
  • Benevenuto, Fabrício, Adriano Pereira, Tiago Rodrigues, Virgílio Almeida, Jussara Almeida, and Marcos Gonçalves. 2010. “Characterization and Analysis of User Profiles in Online Video Sharing Systems.” Journal of Information and Data Management 1 (2): 261.
  • Chen, Yi-Fen. 2014. “See You on Facebook: Exploring Influences on Facebook Continuous Usage.” Behaviour & Information Technology 33 (11): 1208–1218. doi:10.1080/0144929X.2013.826737.
  • Costenbader, Elizabeth, and Thomas W. Valente. 2003. “The Stability of Centrality Measures when Networks are Sampled.” Social Networks 25 (4): 283–307. http://www.sciencedirect.com/science/article/pii/S0378873303000121. doi: 10.1016/S0378-8733(03)00012-1
  • Easley, David, and Jon Kleinberrg. 2010. Networks, Crowds and Markets: Reasoning About a Highly Connected World. Cambridge, PA: Cambridge University Press.
  • Ester, Martin, and Hans-Peter Kriegel. 1996. “A Density-Based Algorithm for Discovering Clusters a Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.” In Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, KDD'96, 226–231. AAAI Press.
  • Facebook. 2016. “Facebok News Room.” Novembro. Accessed March 10, 2016. http://br.newsroom.fb.com/company-info/.
  • Freeman, Linton C. 1978. “Centrality in Social Networks Conceptual Clarification.” Social Networks 1 (3): 215–239. doi: 10.1016/0378-8733(78)90021-7
  • Fu, Pei-Wen, Chi-Cheng Wu, and Yung-Jan Cho. 2017. “What Makes Users Share Content on Facebook? Compatibility Among Psychological Incentive, Social Capital Focus, and Content Type.” Computers in Human Behavior 67: 23–32. doi: 10.1016/j.chb.2016.10.010
  • Hall, Mark, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, and Ian H. Witten. 2009. “The WEKA Data Mining Software: An Update.” ACM SIGKDD Explorations Newsletter 11 (1): 10–18. doi: 10.1145/1656274.1656278
  • Hansen, Derek, Ben Shneiderman, and Marc A. Smith. 2010. Analyzing Social Media Networks with NodeXL: Insights from a Connected World. 1. San Francisco, U.S.: Morgan Kaufmann. doi:10.1016/C2009-0-64028-9.
  • Kantardzic, Mehmed. 2011. Data Mining: Concepts, Models, Methods, and Algorithms. New York: John Wiley & Sons, Inc.
  • Kohavi, Ron. 1995. “A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection.” Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 2 (12): 1137–1143. San Mateo, CA: Morgan Kaufmann.
  • Lee, Sang Hoon, Pan-Jun Kim, and Hawoong Jeong. 2006. “Statistical Properties of Sampled Networks.” Physical Review E 73: 016102. https://link.aps.org/doi/10.1103/PhysRevE.73.016102.
  • MacQueen, J. B. 1967. “Some Methods for Classification and Analysis of Multivariate Observations.” Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability. 1 (14): 281–297. Berkeley: University of California Press.
  • Maia, Marcelo, Jussara Almeida, and Virgílio Almeida. 2008. “Identifying User Behavior in Online Social Networks.” Proceedings of the 1st Workshop on Social Network Systems – SocialNets '08, 1–6.
  • Moulavi, Davoud, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, and Jörg Sander. 2014. “Density-Based Clustering Validation.” In Proceedings of the 14th SIAM International Conference on Data Mining, 839–847. SIAM.
  • O'Donovan, Francis T., Connie Fournelle, Steve Gaffigan, Oliver Brdiczka, Jianqiang Shen, Juan Liu, and Kendra E. Moore. 2013. “Characterizing User Behavior and Information Propagation on a Social Multimedia Network.” Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013.
  • Peng, Sancheng, Yongmei Zhou, Lihong Cao, Shui Yu, Jianwei Niu, and Weijia Jia. 2018. “Influence Analysis in Social Networks: A Survey.” Journal of Network and Computer Applications 106: 17–32. http://www.sciencedirect.com/science/article/pii/S1084804518300195. doi: 10.1016/j.jnca.2018.01.005
  • Quinlan, J. R. 1986. “Induction of Decision Trees.” Machine Learning 1 (1): 81–106.
  • Quinlan, J. Ross. 1993. C4.5: Programs for Machine Learning. San Francisco, CA, USA: Morgan Kaufmann.
  • Rousseeuw, Peter J. 1987. “Silhouettes: a Graphical Aid to the Interpretation and Validation of Cluster Analysis.” Journal of Computational and Applied Mathematics 20: 53–65. doi: 10.1016/0377-0427(87)90125-7
  • Ruas, Pedro Henrique Batista, Cristiane Neri Nobre, and Ana Maria Pereira Cardoso. 2014. “A Influência das estratégias persuasivas no comportamento dos usuários no Facebook.” In Proceedings of the 13th Brazilian Symposium on Human Factors in Computing Systems, IHC '14, Porto Alegre, Brazil, 255–264. Sociedade Brasileira de Computaç ao.
  • Schubert, Erich, Alexander Koos, Tobias Emrich, Andreas Züfle, Klaus Arthur Schmid, and Arthur Zimek. 2015. “A Framework for Clustering Uncertain Data.” Proceedings of the VLDB Endowment 8 (12): 1976–1979. doi: 10.14778/2824032.2824115
  • Su, Chris Chao, and Ngai Keung Chan. 2017. “Predicting Social Capital on Facebook: The Implications of Use Intensity, Perceived Content Desirability, and Facebook-enabled Communication Practices.” Computers in Human Behavior 72: 259–268. doi: 10.1016/j.chb.2017.02.058
  • Tan, Pang-Ning, Michael Steinbach, and Vipin Kumar. 2006. Introduction to Data Mining. New York: Pearson Education.
  • Tripathy, B. K., M. S. Sishodia, and Sumeet Jain. 2014. “Societal Networks: The Networks of Dynamics of Interpersonal Associations.” In Social Networking, 101–127. Vol 65, Springer, Cham. New York, NY. doi:10.1007/978-3-319-05164-2_5
  • Vasconcelos, Marisa Affonso, Saulo Ricci, Jussara Almeida, Fabrício Benevenuto, and Virgílio Almeida. 2012. “Tips, Dones and Todos: Uncovering User Profiles in Foursquare.” In Proceedings of the Fifth ACM International Conference on Web Search and Data Mining, WSDM '12, New York, NY, USA, 653–662. ACM. doi:10.1145/2124295.2124372.
  • Wasserman, S., and K. Faust. 1994. “Social Network Analysis: Methods and Applications.” Structural Analysis in the Social Sciences. Cambridge University Press, New York, NY. doi:10.1017/CBO9780511815478
  • Weber, Max. 1981. “Ensaios de Sociologia.” Ed. Guanabara.
  • Zaki, Mohammed J., and Wagner Meira Jr. 2014. Data Mining and Analysis: Fundamental Concepts and Algorithms. New York, NY: Cambridge University Press.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.