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Are We in Agreement? Benchmarking and Reliability Issues between Social Network Analytic Programs


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Anderson, E., Bai, Z., Bischof, C., Blackford, S., Demmel, J., Dongarra, J., Du Croz, J., Greenbaum, A., Hammarling, S., McKenney, A., Sorensen, D. (1999). LAPACK Users' Guide. (3rd ed.). Philadelphia, PA: SIAM. Anderson E. Bai Z. Bischof C. Blackford S. Demmel J. Dongarra J. Du Croz J. Greenbaum A. Hammarling S. McKenney A. Sorensen D. 1999 LAPACK Users' Guide 3rd ed. Philadelphia, PA SIAM 10.1137/1.9780898719604 Search in Google Scholar

Batagelj, V., Mrvar, A. (2003). Pajek – Analysis and Visualization of Large Networks. University of Ljubljana, Slovenia, EU. Available at: http://pajek.imfm.si/doku.php?id=download Batagelj V. Mrvar A. 2003 Pajek – Analysis and Visualization of Large Networks University of Ljubljana Slovenia, EU Available at: http://pajek.imfm.si/doku.php?id=download Search in Google Scholar

Bastian, M., Heymann S., Jacomy, M. (2009). Gephi: an open source software for exploring and manipulating networks. International AAAI Conference on Weblogs and Social Media. Available at: https://gephi.org. Bastian M. Heymann S. Jacomy M. 2009 Gephi: an open source software for exploring and manipulating networks International AAAI Conference on Weblogs and Social Media Available at: https://gephi.org 10.1609/icwsm.v3i1.13937 Search in Google Scholar

Becker, R.A., Chambers, J.M., Wilks, A.R., (1988). The New S Language. Pacific Grove, CA: Brooks/Cole. Becker R.A. Chambers J.M. Wilks A.R. 1988 The New S Language Pacific Grove, CA Brooks/Cole Search in Google Scholar

Bonacich, P. (1972). Factoring and weighting approaches to status scores and clique identification. Journal of Mathematical Sociology, 2, 113–120. Bonacich P. 1972 Factoring and weighting approaches to status scores and clique identification Journal of Mathematical Sociology 2 113 120 10.1080/0022250X.1972.9989806 Search in Google Scholar

Bonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92, 1170–1182. Bonacich P. 1987 Power and centrality: A family of measures American Journal of Sociology 92 1170 1182 10.1086/228631 Search in Google Scholar

Borgatti, S.P., Everett, M.G., Freeman, L.C. (2002). Ucinet for Windows: Software for Social Network Analysis. Analytic Technologies, Harvard, MA. Available at: http://www.analytictech.com/ucinet.htm Borgatti S.P. Everett M.G. Freeman L.C. 2002 Ucinet for Windows: Software for Social Network Analysis Analytic Technologies Harvard, MA Available at: http://www.analytictech.com/ucinet.htm Search in Google Scholar

Borgatti, S.P. (2006). Identifying sets of key players in a network. Computational, Mathematical and Organizational Theory, 121, 21–34. Borgatti S.P. 2006 Identifying sets of key players in a network Computational, Mathematical and Organizational Theory 121 21 34 10.1109/KIMAS.2003.1245034 Search in Google Scholar

Butts, C.T. (2007). sna: Tools for Social Network Analysis. Version 2.2. Irvine, CA. Available at: http://erzuli.ss.uci.edu/R.stuff Butts C.T. 2007 sna: Tools for Social Network Analysis. Version 2.2 Irvine, CA Available at: http://erzuli.ss.uci.edu/R.stuff Search in Google Scholar

Carley, K., Reminga, J. (2004). ORA: Organization Risk Analyzer*. Center for Analysis of Social and Organizational Systems, Carnegie Mellon University. Pittsburgh, PA. Available at: http://www.casos.cs.cmu.edu/projects/ora Carley K. Reminga J. 2004 ORA: Organization Risk Analyzer* Center for Analysis of Social and Organizational Systems, Carnegie Mellon University Pittsburgh, PA Available at: http://www.casos.cs.cmu.edu/projects/ora 10.21236/ADA460034 Search in Google Scholar

Csardi, G., Nepusz, T. (2006). The igraph software package for complex network research. InterJournal, Cambridge, MA, 1695. Available at: http://igraph.sourceforge.net. Csardi G. Nepusz T. 2006 The igraph software package for complex network research InterJournal Cambridge, MA 1695. Available at: http://igraph.sourceforge.net Search in Google Scholar

Doreian, P. (2001). Causality in social network analysis. Sociological Methods Research, 30(1), 81–114. Doreian P. 2001 Causality in social network analysis Sociological Methods Research 30 1 81 114 10.1177/0049124101030001005 Search in Google Scholar

Dangalchev C. (2006). Residual Closeness in Networks. Physica, 365:2, 556–564. Dangalchev C. 2006 Residual Closeness in Networks Physica 365 2 556 564 10.1016/j.physa.2005.12.020 Search in Google Scholar

Freeman, L.C. (1977). A set of measures of centrality based on betweenness. Sociometry, 40: 35–41. Freeman L.C. 1977 A set of measures of centrality based on betweenness Sociometry 40 35 41 10.2307/3033543 Search in Google Scholar

Freeman L.C. (1979). Centrality in Social Networks: Conceptual clarification. Social Networks, 1: 215–239. Freeman L.C. 1979 Centrality in Social Networks: Conceptual clarification Social Networks 1 215 239 10.1016/0378-8733(78)90021-7 Search in Google Scholar

Freeman, L.C. (1984). Turning a profit from mathematics: the case of social networks. Journal of Mathematical Sociology, 10: 343–360. Freeman L.C. 1984 Turning a profit from mathematics: the case of social networks Journal of Mathematical Sociology 10 343 360 10.1080/0022250X.1984.9989975 Search in Google Scholar

Freeman, L.C. (2004). The Development of Social Network Analysis: A Study in the Sociology of Science. North Charleston, SC: BookSurge. Freeman L.C. 2004 The Development of Social Network Analysis: A Study in the Sociology of Science North Charleston, SC BookSurge Search in Google Scholar

Freeman, L.C. (2011). The Development of Social Network Analysis: with an Emphasis on Recent Events, in Sage Handbook of Social Network Analysis. John Scott and Peter Carrington, eds. Thousand Oaks, CA: Sage, 26–39. Freeman L.C. 2011 The Development of Social Network Analysis: with an Emphasis on Recent Events in Sage Handbook of Social Network Analysis Scott John Carrington Peter eds. Thousand Oaks, CA Sage 26 39 Search in Google Scholar

Kirk, R.E. (1995). Experimental Design: Procedures for the Behavioral Sciences. (3rd ed.) Pacific Grove, CA: Brooks/Cole. Kirk R.E. 1995 Experimental Design: Procedures for the Behavioral Sciences 3rd ed. Pacific Grove, CA Brooks/Cole Search in Google Scholar

Kleinberg, J. 1999. “Authoritative Sources in a Hyperlinked Environment.” Journal of the ACM 46(5):604-32. Kleinberg J. 1999 “Authoritative Sources in a Hyperlinked Environment.” Journal of the ACM 46 5 604 32 10.1515/9781400841356.514 Search in Google Scholar

Knoke, D., Yang, S. (2008). Social Network Analysis. (2nd ed.) Los Angeles, CA: Sage. Knoke D. Yang S. 2008 Social Network Analysis 2nd ed. Los Angeles, CA Sage 10.4135/9781412985864 Search in Google Scholar

Nieminen, J. (1974). On centrality in a graph. Social Science Research, 2: 371–378. Nieminen J. 1974 On centrality in a graph Social Science Research 2 371 378 10.1111/j.1467-9450.1974.tb00598.x Search in Google Scholar

Opsahl, T. (2010, March 20). Closeness centrality in networks with disconnected components. In: Tore Opsahl. Retrieved November 21, 2011, from http://toreopsahl.com/2010/03/20/closeness-centrality-in-networks-with-disconnected-components/ Opsahl T. 2010 March 20 Closeness centrality in networks with disconnected components In: Tore Opsahl Retrieved November 21, 2011, from http://toreopsahl.com/2010/03/20/closeness-centrality-in-networks-with-disconnected-components/ Search in Google Scholar

Otte, E, Rousseau, R. (2002). Social network analysis: a powerful strategy, also for the information sciences. Journal of Information Science, 28, 441–453. Otte E Rousseau R. 2002 Social network analysis: a powerful strategy, also for the information sciences Journal of Information Science 28 441 453 10.1177/016555150202800601 Search in Google Scholar

Reminga, J., Carley, K. (2003). Measures for ORA (Organization Risk Analyzer*). CASOS Working Papers. Retrieved November 21, 2011, from http://www.casos.cs.cmu.edu/publications/papers/reminga_2003_ora.pdf Reminga J. Carley K. 2003 Measures for ORA (Organization Risk Analyzer*) CASOS Working Papers Retrieved November 21, 2011, from http://www.casos.cs.cmu.edu/publications/papers/reminga_2003_ora.pdf Search in Google Scholar

Sabidussi, G. (1966). The centrality index of a graph. Psychometrika, 31, 581–603. Sabidussi G. 1966 The centrality index of a graph Psychometrika 31 581 603 10.1007/BF02289527 Search in Google Scholar

Smith, B.T., Boyle, J.M., Dongarra, J.J., Garbow, B.S., Ikebe, Y., Klema, V., Moler, C.B. (1976). Matrix Eigensystems Routines – EISPACK Guide. Springer-Verlag Lecture Notes in Computer Science, 6. Smith B.T. Boyle J.M. Dongarra J.J. Garbow B.S. Ikebe Y. Klema V. Moler C.B. 1976 Matrix Eigensystems Routines – EISPACK Guide Springer-Verlag Lecture Notes in Computer Science 6 10.1007/3-540-07546-1 Search in Google Scholar

Snowden, D. (2005). From atomism to networks in social systems. The Learning Organization, 12(6), 552–562. Snowden D. 2005 From atomism to networks in social systems The Learning Organization 12 6 552 562 10.1108/09696470510626757 Search in Google Scholar

Stokman, F.N., Doreian, P. (1997). Evolution of social networks: Processes and principles, Patrick Doreian and Frans N. Stokman, eds. Evolution of Social Networks. Amsterdam: Gordon and Breach Publishers, 233–250. Stokman F.N. Doreian P. 1997 Evolution of social networks: Processes and principles Doreian Patrick Stokman Frans N. eds. Evolution of Social Networks Amsterdam Gordon and Breach Publishers 233 250 Search in Google Scholar

Valente, T.W., Coronges, K., Lakon, C., Costenbader, E. (2008). How correlated are network centrality measures? Connections, 28(1), 16–26. Valente T.W. Coronges K. Lakon C. Costenbader E. 2008 How correlated are network centrality measures? Connections 28 1 16 26 Search in Google Scholar

Wei, W., Pfeffer, J., Reminga, J., Carley, K. (2011). Handling Weighted, Asymmetric, Self-Looped and Disconnected Networks. CASOS Technical Report: CMU-ISR-11-113. Retrieved November 21, 2011, from http://www.casos.cs.cmu.edu/publications/papers/CMU-ISR-11-113.pdf Wei W. Pfeffer J. Reminga J. Carley K. 2011 Handling Weighted, Asymmetric, Self-Looped and Disconnected Networks CASOS Technical Report: CMU-ISR-11-113 Retrieved November 21, 2011, from http://www.casos.cs.cmu.edu/publications/papers/CMU-ISR-11-113.pdf 10.21236/ADA550859 Search in Google Scholar

Wikipedia (2011). Eigenvector Centrality. In: Centrality. Retrieved November 21, 2011, from http://en.wikipedia.org/wiki/Betweenness#Eigenve ctor_centrality. Wikipedia 2011 Eigenvector Centrality In: Centrality Retrieved November 21, 2011, from http://en.wikipedia.org/wiki/Betweenness#Eigenve ctor_centrality Search in Google Scholar

Wilkinson, J.H. (1965). The Algebraic Eigenvalue Problem. New York, NY: Oxford University Press. Wilkinson J.H. 1965 The Algebraic Eigenvalue Problem New York, NY Oxford University Press Search in Google Scholar

eISSN:
0226-1766
Language:
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Volume Open
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Social Sciences, other