ACTPred: activity prediction in mobile social networks

Article English OPEN
Gong, Jibing; Tang, Jie; Fong, A.C.M.;

A current trend for online social networks is to turn mobile. Mobile social networks directly reflect our real social life, and therefore are an important source to analyze and understand the underlying dynamics of human behaviors (activities). In this paper, we study t... View more
  • References (44)
    44 references, page 1 of 5

    M. Granovetter, The strength of weak ties, American Journal of Sociology, vol. 78, no. 6, pp. 1360-1380, 1973.

    D. Krackhardt, The strength of strong ties: The importance of philos in networks and organization, in Networks and Organizations, N. Nohria and R. G. Eccles, Eds. Cambridge, USA: Harvard Business School Press, 1992, pp. 216-239.

    S. Abdullah, N. D. Lane, and T. Choudhury, Towards population scale activity recognition: A framework for handling data diversity, in Proc. AAAI'12, Toronto, Canada, 2012, pp. 851-857.

    J. Yin, Q. Yang, D. Shen, and Z. N. Li, Activity recognition via user-trace segmentation, ACM Transactions on Sensor Networks, vol. 4, no. 4, pp. 19-34, 2008.

    D. H. Hu and Q. Yang, Cigar: Concurrent and interleaving goal and activity recognition, in Proc. AAAI'08, Chicago, USA, 2008, pp. 1363-1368.

    J. R. Kwapisz, G. M. Weiss, and S. A. Moore, Activity recognition using cell phone accelerometers, SIGKDD Explor. Newsl., vol. 12, no. 2, pp. 74-82, Mar. 2011.

    E. Kim, S. Helal, and D. J. Cook, Human activity recognition and pattern discovery, IEEE Pervasive Computing, vol. 9, no. 1, pp. 48-53, Jan.- Mar. 2010.

    [8] Y. M. Zhang, Y. F. Zhang, E. Swears, N. Larios, Z. H. Wang, and Q. Ji, Modeling temporal interactions with interval temporal bayesian networks for complex activity recognition, IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 10, pp. 2468-2483, Oct. 2013.

    [9] J. H. Fowler and N. A. Christakis, Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the framingham heart study, British Medical Journal, vol. 337, no. a2338, pp. 1-9, Dec. 2008.

    [10] J. T. Cacioppo, J. H. Fowler, and N. A. Christakis, Alone in the crowd: The structure and spread of loneliness in a large social network, Journal of Personality and Social Psychology, vol. 97, no. 6, pp. 977-991, Dec. 2009.

  • Metrics
Share - Bookmark