Accesso libero

Detecting Change in Longitudinal Social Networks

INFORMAZIONI SU QUESTO ARTICOLO

Cita

Alderson, D. (2009). “Catching the ‘Network Science’ Bug: Insight and Opportunities for the Operations Researchers,” Operations Research 56, 5: 1047-1065.10.1287/opre.1080.0606Search in Google Scholar

Baller, D., J. Lospinoso & A.N. Johnson (2008). “An Empirical Method for the Evaluation of Dynamic Network Simulation Methods.” In Proceedings of The 2008 World Congress in Computer Science Computer Engineering and Applied Computing, Las Vegas, NV.Search in Google Scholar

Banks, D.L., & K.M. Carley (1996). “Models for Network Evolution.” Journal of Mathematical Sociology 21: 173-196.Search in Google Scholar

Bernard, H.R. & P.D. Killworth (1977). “Informant Accuracy in Social Network Data II.” Human Communications Research 4: 3-18.Search in Google Scholar

Bonacich, P. (1972). “Factoring and Weighting Approaches to Clique Identification.” Journal of Mathematical Sociology 2: 113-120.Search in Google Scholar

Bonacich, P., A. Oliver & T.A.B. Snijders (1998). “Controlling for Size in Centrality Scores.” Social Networks 20, 2: 135-141.10.1016/S0378-8733(97)00009-9Search in Google Scholar

Brown, R.A. & D.D. Morrow (1994). Critical Theory and Methodology. Thousand Oaks, CA: Sage.Search in Google Scholar

Carley, K.M. (1990). “Group Stability: A Socio-Cognitive Approach.” Advances in Group Processes 7: 1-44.Search in Google Scholar

Carley, K.M. (1991). “A Theory of Group Stability.” American Sociology Review 56, 3: 331-354.10.2307/2096108Search in Google Scholar

Carley, K.M. (1995). “Communication Technologies and Their Effect on Cultural Homogeneity, Consensus, and the Diffusion of New Ideas.” Sociological Perspectives 38, 4: 547-571.10.2307/1389272Search in Google Scholar

Carley, K.M. (1999). “On the Evolution of Social and Organizational Networks.” Research in the Sociology of Organizations 16: 3-30.Search in Google Scholar

Carley, K.M. (2006). “A Dynamic Network Approach to the Assessment of Terrorist Groups and the Impact of Alternative Courses of Action.” In Visualising Network Information Meeting Proceedings RTO-MP-IST-063. Neuilly-sur-Seine, France: RTO. Available: http://www.vistg.net/documents/IST063 PreProceedings.pdf [January 7, 2011].Search in Google Scholar

Carley, K.M., J. Reminga, J. Storrick, & M. De Reno (2009). *ORA User’s Guide 2009. Carnegie Mellon University, School of Computer Science, Institute for Software Research, Technical Report CMU-ISR-09-115. Available: http://www.casos.cs.cmu.edu/publications/papers/CMU-ISR-09-115.pdf [January 7, 2011].Search in Google Scholar

Carley,K.M., M.K. Martin & B. Hirshman (2009). “The Etiology of Social Change,” Topics in Cognitive Science 1, 4.10.1111/j.1756-8765.2009.01037.xSearch in Google Scholar

Coleman, T. F. & J.J. Moré (1983). “Estimation of Sparse Jacobian Matrices and Graph Coloring Problems.” SIAM Journal on Numerical Analysis 20, 1: 187–209.10.1137/0720013Search in Google Scholar

Doreian, P. (1983). “On the Evolution of Group and Network Structures II: Structures within Structure.” Social Networks 8: 33-64.Search in Google Scholar

Doreian, P. & F.N. Stokman (Eds.) (1997). Evolution of Social Networks. Amsterdam: Gordon and Breach.Search in Google Scholar

English, J.R., T. Martin, E. Yaz & E. Elsayed (2001). “Change Point Detection and Control Using Statistical Process Control and Automatic Process Control.” Presentation at the IIE Annual Conference, 2001, Dallas, TX.Search in Google Scholar

Erdős, P. & A. Rényi (1959). “On Random Graphs I.” Publicationes Mathematicae 6: 290–297.Search in Google Scholar

Feld, S. (1997). “Structural Embeddedness and Stability of Interpersonal Relations.” Social Networks 19: 91-95.Search in Google Scholar

Fisher, R.A., H. Thornton & W. Mackenzie (1922). “The Accuracy of the Plating Method of Estimating the Density of Bacterial Populations, with Particular Reference to the Use of Thornton’s Agar Medium with Soil Samples.” Annals of Applied Biology 9: 325-359.Search in Google Scholar

Frank, O. (1991). “Statistical Analysis of Change in Networks.” Statistica Neerlandica 45: 283-293.Search in Google Scholar

Freeman, L. (1977). “A Set of Measures of Centrality Based on Betweenness.” Sociometry 40: 35-41.Search in Google Scholar

Freeman, L. (1979). “Centrality in Social Networks I: Conceptual Clarification.” Social Networks 1: 215239.Search in Google Scholar

Hamming, R.W. (1950). “Error Detecting and Error Correcting Codes.” Bell System Technical Journal 26, 2:147-160.10.1002/j.1538-7305.1950.tb00463.xSearch in Google Scholar

Handcock, M. S. (2003). “Assessing Degeneracy in Statistical Models of Social Networks.” Working Paper No. 39. Center for Statistics and the Social Sciences, University of Washington. Available: http://www.csss.washington.edu/Papers/wp39.pdf [January 7, 2011].Search in Google Scholar

Headquarters, Department of the Army (1992). Field Manual 7-8, Infantry Rifle Platoon and Squad. U.S. Army Infantry School, Ft. Benning, GA.Search in Google Scholar

Holland, P. & S. Leinhardt (1977). “A Dynamic Model for Social Networks.” Journal of Mathematical Sociology 5, 5-20.10.1080/0022250X.1977.9989862Search in Google Scholar

Huisman, M., & T.A.B. Snijders (2003). “Statistical Analysis of Longitudinal Network Data with Changing Composition.” Sociological Methods and Research 32: 253-287.Search in Google Scholar

Hunter, J.S. (1986). “The Exponentially Weighted Moving Average.” Journal of Quality and Technology 18: 203-210.Search in Google Scholar

Jehl, D. (1997). “Islamic Militants Attack Tourists in Egypt.” The New York Times, November 23, 1997. p. WK2.Search in Google Scholar

Johnson, J.C., J.S. Boster & L.A. Palinkas (2003). “Social Roles and the Evolution of Networks in Extreme and Isolated Environments.” Journal of Mathematical Sociology 27: 89-121.Search in Google Scholar

Katz, L. & C.H. Proctor (1959). “The Configuration of Interpersonal Relations in a Group as a TimeDependent Stochastic Process.” Psychometrika 24: 317-327.Search in Google Scholar

Killworth, P.D. & H.R. Bernard (1976). “Informant Accuracy in Social Network Data.” Human Organization 35:269-286.Search in Google Scholar

Krackhardt, D. (1987). “QAP Partialling as a Test of Spuriousness.” Social Networks 9: 171-186.Search in Google Scholar

Krackhardt, D. (1992). “A Caveat on the Use of the Quadratic Assignment Procedure.” Journal of Quantitative Anthropology 3: 279-296.Search in Google Scholar

Krackhardt, D. (1998). “Simmelian Tie: Super Strong and Sticky.” In R. Kramer & M. Neale (Eds.), Power and Influence in Organizations. Thousand Oaks, CA: Sage, 21-38.Search in Google Scholar

Leenders, R. (1995). “Models for Network Dynamics: A Markovian Framework.” Journal of Mathematical Sociology 20: 1-21.Search in Google Scholar

Lucas, J.M. & M.S. Saccucci (1990). “Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements.” Technometrics 32: 1-12.Search in Google Scholar

Marquand, R. (2001). “The Tenets of Terror.” Christian Science Monitor, October 18, 2001.Search in Google Scholar

McCulloh, I., G. Garcia, K. Tardieu, J. MacGibbon, H. Dye, K. Moores, J.M. Graham & D.B. Horn (2007). IkeNet: Social Network Analysis of Email Traffic in the Eisenhower Leadership Development Program. (Technical Report, No. 1218). Arlington, VA: U.S. Army Research Institute for the Behavioral and Social Sciences.Search in Google Scholar

McCulloh, I., J. Lospinoso & K.M. Carley (2007). “Social Network Probability Mechanics.” In Proceedings of the World Scientific Engineering Academy and Society 12th International Conference on Applied Mathematics, Cairo, Egypt, December 29-31, 2007.Search in Google Scholar

McCulloh, I., B. Ring, T. Frantz, & K.M. Carley (2008). “Unobtrusive Social Network Data from Email.” In Proceedings, 26th Army Science Conference. Orlando, FL, December 1-4, 2008.Search in Google Scholar

McCulloh, I. (2004). Generalized Cumulative Sum Control Charts. Master’s Thesis, The Florida State University.Search in Google Scholar

Montgomery, D.C. (1991). Introduction to Statistical Quality Control, 2nd edition. New York: John Wiley and Sons.Search in Google Scholar

Moustakides, G.V. (2004). “Optimality of the CUSUM Procedure in Continuous Time.” Annals of Statistics 32, 1: 302-315.10.1214/aos/1079120138Search in Google Scholar

Naus, J. (1965). “Clustering of Random Points in Two Dimensions.” Biometrika 52: 263-267.Search in Google Scholar

Newcomb, T.N. (1961). The Acquaintance Process. New York: Holt, Rinehart and Winston.10.1037/13156-000Search in Google Scholar

Page, E.S. (1961). “Cumulative Sum Control Charts.” Technometrics 3: 1-9.Search in Google Scholar

Priebe, C.E., J.M. Conroy, D.J. Marchette & P. Youngser (2005). “Scan Statistics on Enron Graphs.” Computational and Mathematical Organization Theory 11: 229-247.Search in Google Scholar

Ring, B., S. Henderson & I. McCulloh (2008). “Gathering and Studying Email Traffic to Understand Social Networks.” In H.R. Arabnia & R.R. Hashemi (Eds.), Proceedings of the 2008 International Conference on Information and Knowledge Engineering, IKE 2008, July 14-17, 2008. Las Vegas, NV: CSREA Press, 338-343.Search in Google Scholar

Roberts, S.V. (1959). “Control Chart Tests Based on Geometric Moving Averages.” Technometrics 1: 239250.Search in Google Scholar

Robins, G. & P. Pattison (2001). “Random Graph Models for Temporal Processes in Social Networks.” Journal of Mathematical Sociology 25: 5-41.Search in Google Scholar

Robins, G. & P. Pattison (2007). “Interdependencies and Social Processes: Dependence Graphs and Generalized Dependence Structures.” In: P. Carrington, J. Scott & S. Wasserman (Eds.), Models and Methods in Social Network Analysis. New York: Cambridge University Press, 192-214.Search in Google Scholar

Rogers, E.M. (2003). Diffusion of Innovations, 5th edition. New York, NY: Free Press.Search in Google Scholar

Romney, A.K. (1989). “Quantitative Models, Science and Cumulative Knowledge.” Journal of Quantitative Anthropology 1: 153-223.Search in Google Scholar

Ryan, T. P. (2000). Statistical Methods for Quality Improvement, 2nd edition. Wiley.Search in Google Scholar

Saccucci, M.S. & J.M. Lucas (1990). “Average Run Lengths for Exponentially Weighted Moving Average Control Schemes Using the Markov Chain Approach.” Journal of Quality Technology 22: 154-159.Search in Google Scholar

Sampson, S.F. (1969). Crisis in a Cloister. Ph.D. Thesis, Ithaca, NY: Cornell University.Search in Google Scholar

Sanil, A., D. Banks & K.M. Carley (1995). “Models for Evolving Fixed Node Networks: Model Fitting and Model Testing.” Social Networks 17, 1: 65-81.10.1016/0378-8733(94)00249-ASearch in Google Scholar

Schreiber, C. & K.M. Carley (2004). Construct; A Multi-agent Network Model for the Co-Evolution of Agents and Socio-Cultural Environments. Carnegie Mellon University, School of Computer Science, Institute for Software Research International, Technical Report, CMU-ISRI-04-109. Available: http://reports-archive.adm.cs.cmu.edu/anon/isri2004/CMU-ISRI-04-109.pdf [January 7, 2011].Search in Google Scholar

Shewhart, W.A. (1927). “Quality Control.” Bell Systems Technical Journal 6, 4 (October 1927): 722-735.Search in Google Scholar

Snijders, T. A. B., & M.A.J. Van Duijn (1997). “Simulation for Statistical Inference in Dynamic Network Models.” In R. Conte, R. Hegselmann & P. Tera (Eds.), Simulating Social Phenomena. Berlin: Springer, 493-512.10.1007/978-3-662-03366-1_38Search in Google Scholar

Snijders, T.A.B. (1990). “Testing for Change in a Digraph at Two Time Points.” Social Networks 12: 539573.Search in Google Scholar

Snijders, T.A.B. (1996). “Stochastic Actor-Oriented Models for Network Change.” Journal of Mathematical Sociology 21: 149-172.Search in Google Scholar

Snijders, T.A.B. (2001). “The Statistical Evaluation of Social Network Dynamics.” In: Sobel, M.E. & M.P. Becker (Eds.), Sociological Methodology. Boston: Basil Blackwell, 361-395.10.1111/0081-1750.00099Search in Google Scholar

Snijders, T.A.B. (2007). “Models for Longitudinal Network Data.” In: P. Carrington, J. Scott & S. Wasserman (Eds.), Models and Methods in Social Network Analysis. New York: Cambridge University Press, 148-161.Search in Google Scholar

Snijders, T.A.B., C.E.G. Steglich, M, Schweinberger & M. Huisman (2007). Manualfor SIENA version 3.1. University of Groningen: ICS/Department of Sociology; University of Oxford: Department of Statistics. Available: http://stat.gamma.rug.nl/sie man31.pdf [January 7, 2011].Search in Google Scholar

Van de Bunt, G.G., M.A.J. Van Duijin & T.A.B. Snijders (1999). “Friendship Networks through Time: An Actor-Oriented Statistical Network Model.” Computational and Mathematical Organization Theory 5: 167-192.Search in Google Scholar

Wasserman, S. (1977). Stochastic Models for Directed Graphs. Ph.D. dissertation, Harvard University, Department of Statistics, Cambridge, MA.Search in Google Scholar

Wasserman, S. (1979). “A Stochastic Model for Directed Graphs with Transition Rates Determined by Reciprocity.” In K.F. Schuessler (Ed.), Sociological Methodology. San Francisco: Jossey-Bass, 392-412.Search in Google Scholar

Wasserman, S. (1980). “Analyzing Social Networks as Stochastic Processes.” Journal of American Statistical Association 75: 280-294.Search in Google Scholar

Wasserman, S. (2007). “Introduction.” In P.J. Carrington, J. Scott, & S. Wasserman (Eds.), Models and Methods in Social Network Analysis. New York: Cambridge University Press.Search in Google Scholar

Wasserman, S. & D. Iacobucci (1988). “Sequential Social Network Data.” Psychometrika 53, 2: 261-282.10.1007/BF02294137Search in Google Scholar

Wasserman, S., & K. Faust (1994). Social Network Analysis: Methods and Applications. New York: Cambridge University Press. 1 *ORA can be downloaded from http://www.casos.cs.cmu.edu/projects/ora/ [January 7, 2011]. 2 Construct is available at http://www.casos.cs.cmu.edu/proiects/construct [January 7, 2011]. 3 Three social network change detection algorithms (Shewhart X-Bar, Cumulative Sum, and Exponentially Weighted Moving Average) are available in the “Statistical Network Monitoring Report” in the software tool, Organizational Risk Analyzer (ORA) available through the Center for Computational Analysis of Social and Organizational Systems (CASOS), http://www.casos.cs.cmu.edu [January 7, 2011].Search in Google Scholar

eISSN:
1529-1227
Lingua:
Inglese
Frequenza di pubblicazione:
Volume Open
Argomenti della rivista:
Social Sciences, other