Imamverdiyev Y.N.

Social networking services create new opportunities for social interaction of people and cause the emergence of new methods and techniques to influence on society. The paper analyses main concepts of social networks, the stages of formation of social network analysis and original ideas in this field, and points out the applications of social network analysis. Actual research directions in social network analysis are identified and the state-of-the-art of these problems is analyzed. (p. 9-20)

Keywords:social network, actor, social network analysis,weak ties’ strength, small world phenomena, scale-free network, large-scale network modeling, dynamic network analysis, multi-agent based social modeling.
  • Алгулиев Р.М.,Юсифов Ф.Ф.  Социальные сети как инструмент повышения эффективности механизмов государственного управления / Телекоммуникации, 2009, № 9, с.25-30.
  • Абдуллаева Ф.Д. Об одном методе построения отношений между персональными данными в социальных сетях / Проблемы управления и информатики, 2009, № 1, c. 118-123.
  • Wasserman S., Faust K. Social Network Analysis: Methods and Applications. Cambridge: Cambridge University Press, 1994.
  • Carrington P., Scott J., Wasserman S. Models and Methods in Social Network Analysis. Cambridge: Cambridge University Press, 2005.
  • Freeman L.C. The Development of Social Network Analysis: A Study in the Sociology of Science. Vancouver: Empirical Press, 2004. 208 p.
  • Moreno J.L. Sociometry, experimental method and science of society. N.Y.: Beacon House, 1951.
  • Radcliff-Brown A.R. Structure and function in primitive society. New York: Free Press, 1952.
  • Warner W.L. The Status System of a Modern Community. New Heaven, 1942.
  • Barnes J.A. Class and committees in a Norwegian island parish / Human Relations, 1954, V.7, N.1, pp.39-58.
  • White H., Boorman S., Breiger R. Social structure from multiple networks. : Blockmodels of roles and positions / American Journal of Sociology, 1976, V.81, N.4, pp. 730-780.
  • White H., Boorman S. Social structure from multiple networks II: Role structures / American Journal of Sociology, 1976, V.81, N.6, pp.1384-1446.
  • Freeman L.C. Visualizing Social Networks / Journal of Social Structure, 2000, V.1, N.1.
  • Granovetter M.S. The Strength of Weak Ties / American Journal of Sociology, 1973, V.78, pp. 1360-1380.
  • Milgram S. The small world problem / Psychology Today, 1967, V.2, N.1, pp.60-67.
  • Watts D.J., Strogatz S.H. Collective dynamics of small-world networks / Nature, 1998, V. 393, pp. 440-442.
  • Robins G.L., Pattison P., Woolcock J. Small and other worlds: Global network structures from local processes / American Journal of Sociology, 2005, V.110, N.4, pp.894-936.
  • Kleinberg J. The small-world phenomenon: an algorithm perspective // Proceedings of the thirty-second annual ACM symposium on Theory of computing, pp. 163-170.
  • Barabási A.-L., Albert R. Emergence of scaling in random networks / Science, 1999, V.286, N.5439, pp.509-512.
  • Barabási A.-L. Linked: The New Science of Networks. Cambridge, MA: Perseus, 2002.
  • Newman M.E.J. The structure and function of complex networks / SIAM Review, 2003, V.45, N. 2, pp.167-256.
  • Wasserman S., Pattison P. Logit models and logistic regression for social networks: An introduction to Markov graphs and p_ / Psychometrika, 1996, V.61, N.3, pp.401-425.
  • HollandW., Leinhardt S. An exponential family of probability distributions for direct graphs / Journal of the American Statistical Association, 1981, V.76, N.373, pp.33-50.
  • Frank O., Strauss D. Markov graphs / Journal of the American Statistical Association, 1986, V.81, N.395, pp.832-842.
  • Mislove A., Marcon M., Gummadi K., Drusche P., Bhattacharjee B. Measurement and Analysis of Online Social Networks // Proceedings of the 7th ACM SIGCOMM conference on Internet measurement, 2007, pp. 29-42.
  • Liben-Nowell D. The Structure of Social Networks / MITACS/MASCOS Workshop on Fusion, Mining and Security for Networks. Montreal, 16 June 2008.
  • Leskovec J., Horvitz E. Planetary-Scale Views on a Large Instant-Messaging Network // Proceeding of the 17th international conference on World Wide Web, 2008, pp. 915-924.
  • Onnela J.-P. et al. Analysis of large scale weighted network of one-to-one human communication // New Journal of Physics, 2007, V.9, N.6, pp.179.
  • Uchida M., Shibata N. Identification and Visualization of Emerging Trends from Blogosphere // Proceedings of International Conference on Weblogs and Social Media (ICWSM), 2007, pp. 305–306.
  • Давыдов А.А. Системная социология: введение в анализ динамики социума. М.: ЛКИ, 2007. - 248 с.
  • Newman M.E.J., Girvan M. Finding and evaluating community structure in networks / Physical Review E, 69, 026113, 2004, pp.56-68.
  • Kleinberg J. Challenges in mining social network data: processes, privacy, and paradoxes // Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, 2007, pp. 4-5.
  • Barrat A., Barthélemy M., Vespignani A. Dynamical Processes on Complex Networks. Cambridge: Cambridge University Press, 2008.
  • Caldarelli G., Vespignani A. Large Scale Structure and Dynamics of Complex Networks: From Information Technology to Finance and Natural Science. London: World Scientific Publishing Company, 2007.
  • Linkletter C. Social network analysis: practical and statistical challenges / Health Services and Outcomes Research Methodology, 2008, V.8, N.4, pp. 270-272.
  • Bin Zhou, Jian Pei Preserving Privacy in Social Networks Against Neighborhood Attacks // Proceedings of the 2008 IEEE 24th International Conference on Data Engineering (ICDE 2008), pp.506-515.
  • Shrivastava N., Majumder A., Rastogi R. Mining (Social) Network Graphs to Detect Random Link Attacks // Proceedings of the 2008 IEEE 24th International Conference on Data Engineering (ICDE 2008), pp.486-495.
  • Uhrmacher A., Weyns D. Multi-Agent Systems: Simulation and Applications. Boca Raton: CRC Press, 2009.