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Volumn 15, Issue 4, 2009, Pages 303-328

Robustness of centrality measures under uncertainty: Examining the role of network topology

Author keywords

Centrality; Data error; Measure robustness; Network topology; Observation error

Indexed keywords

CENTRALITY; CENTRALITY MEASURES; CONTROLLED EXPERIMENT; CORE PERIPHERIES; DATA ERRORS; DATA UNCERTAINTY; NETWORK TOPOLOGY; OBSERVATION ERRORS;

EID: 77952876478     PISSN: 1381298X     EISSN: 15729346     Source Type: Journal    
DOI: 10.1007/s10588-009-9063-5     Document Type: Article
Times cited : (75)

References (62)
  • 1
    • 34047135554 scopus 로고    scopus 로고
    • Sampling algorithms for pure network topologies: Stability and separability of metric embeddings
    • Special Issue on Link Mining
    • Airoldi EM, Carley KM (2005) Sampling algorithms for pure network topologies: Stability and separability of metric embeddings. SIGKDD Explor 7: 13-22. Special Issue on Link Mining.
    • (2005) SIGKDD Explor , vol.7 , pp. 13-22
    • Airoldi, E.M.1    Carley, K.M.2
  • 2
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • B. N. Petrov, F. Csàki (Eds.), Budapest: Akadémiaia Kaidó
    • Akaike H (1973) Information theory and an extension of the maximum likelihood principle. In: Petrov BN, Csàki F (eds) Second international symposium on inference theory. Akadémiaia Kaidó, Budapest, pp 267-281.
    • (1973) Second International Symposium on Inference Theory , pp. 267-281
    • Akaike, H.1
  • 3
    • 0033539175 scopus 로고    scopus 로고
    • Diameter of the World Wide Web
    • Albert R, Jeong H, Barabasi AL (1999) Diameter of the World Wide Web. Nature 401: 130-131.
    • (1999) Nature , vol.401 , pp. 130-131
    • Albert, R.1    Jeong, H.2    Barabasi, A.L.3
  • 4
    • 0034721164 scopus 로고    scopus 로고
    • Error and attack tolerance of complex networks
    • Albert E, Jeong H, Barabasi AL (2000) Error and attack tolerance of complex networks. Nature 406: 378-382.
    • (2000) Nature , vol.406 , pp. 378-382
    • Albert, E.1    Jeong, H.2    Barabasi, A.L.3
  • 7
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • Barabasi AL, Albert E (1999) Emergence of scaling in random networks. Science 286: 509-512.
    • (1999) Science , vol.286 , pp. 509-512
    • Barabasi, A.L.1    Albert, E.2
  • 8
    • 11944253901 scopus 로고    scopus 로고
    • 2nd edn., Cambridge: Cambridge University Press
    • Bollobás B (2001) Random graphs, 2nd edn. Cambridge University Press, Cambridge.
    • (2001) Random Graphs
    • Bollobás, B.1
  • 9
    • 84936824655 scopus 로고
    • Power and centrality: A family of measures
    • Bonacich P (1987) Power and centrality: A family of measures. Am J Soc 92: 1170-1182.
    • (1987) Am J Soc , vol.92 , pp. 1170-1182
    • Bonacich, P.1
  • 10
    • 33646385629 scopus 로고    scopus 로고
    • Identifying sets of key players in a network
    • Borgatti SP (2006) Identifying sets of key players in a network. Comput Math Organ Theory 12: 21-34.
    • (2006) Comput Math Organ Theory , vol.12 , pp. 21-34
    • Borgatti, S.P.1
  • 11
    • 0001396345 scopus 로고    scopus 로고
    • Models of core/periphery structures
    • Borgatti SP, Everett MG (1999) Models of core/periphery structures. Soc Netw 21: 375-395.
    • (1999) Soc Netw , vol.21 , pp. 375-395
    • Borgatti, S.P.1    Everett, M.G.2
  • 13
    • 32544439820 scopus 로고    scopus 로고
    • On the robustness of centrality measures under conditions of imperfect data
    • Borgatti SP, Carley KM, Krackhardt D (2006) On the robustness of centrality measures under conditions of imperfect data. Soc Netw 28: 124-136.
    • (2006) Soc Netw , vol.28 , pp. 124-136
    • Borgatti, S.P.1    Carley, K.M.2    Krackhardt, D.3
  • 14
    • 12444312877 scopus 로고
    • Stratification and prestige among elite experts in methodological and mathematical sociology circa 1975
    • Burt R (1978) Stratification and prestige among elite experts in methodological and mathematical sociology circa 1975. Soc Netw 1(1978): 105-158.
    • (1978) Soc Netw , vol.1 , Issue.1978 , pp. 105-158
    • Burt, R.1
  • 15
    • 0037403970 scopus 로고    scopus 로고
    • Network inference, error, and informant (in)accuracy: A Bayesian approach
    • Butts CT (2003) Network inference, error, and informant (in)accuracy: a Bayesian approach. Soc Netw 25: 103-140.
    • (2003) Soc Netw , vol.25 , pp. 103-140
    • Butts, C.T.1
  • 17
    • 0000397186 scopus 로고
    • Accuracy and reliability of self-reported data in interorganizational networks
    • Calloway M, Morrissey JP (1993) Accuracy and reliability of self-reported data in interorganizational networks. Soc Netw 15: 377-398.
    • (1993) Soc Netw , vol.15 , pp. 377-398
    • Calloway, M.1    Morrissey, J.P.2
  • 18
    • 0242551065 scopus 로고    scopus 로고
    • The stability of centrality measures when networks are sampled
    • Costenbader E, Valente TW (2003) The stability of centrality measures when networks are sampled. Soc Netw 25: 283-307.
    • (2003) Soc Netw , vol.25 , pp. 283-307
    • Costenbader, E.1    Valente, T.W.2
  • 19
    • 84993728969 scopus 로고    scopus 로고
    • The small world of the American corporate elite, 1982-2001
    • Davis GF, Yoo M, Baker WE (2003) The small world of the American corporate elite, 1982-2001. Strateg Organ 1: 301-326.
    • (2003) Strateg Organ , vol.1 , pp. 301-326
    • Davis, G.F.1    Yoo, M.2    Baker, W.E.3
  • 20
    • 0001540595 scopus 로고
    • On random graphs
    • Erdös P, Rényi A (1959) On random graphs. Publ Math 6: 290-297.
    • (1959) Publ Math , vol.6 , pp. 290-297
    • Erdös, P.1    Rényi, A.2
  • 21
    • 0000602314 scopus 로고
    • Applied network sampling
    • Erickson BH, Nosanchuk TA (1983) Applied network sampling. Soc Netw 5(4): 367-382.
    • (1983) Soc Netw , vol.5 , Issue.4 , pp. 367-382
    • Erickson, B.H.1    Nosanchuk, T.A.2
  • 22
    • 0036787832 scopus 로고    scopus 로고
    • Detecting measurement bias in respondent reports of personal networks
    • Feld SL, Carter WC (2002) Detecting measurement bias in respondent reports of personal networks. Soc Netw 24: 365-383.
    • (2002) Soc Netw , vol.24 , pp. 365-383
    • Feld, S.L.1    Carter, W.C.2
  • 23
    • 0033204106 scopus 로고    scopus 로고
    • On power-law relationships of the Internet topology, ACM SIGCOMM'99
    • Faloutsos M, Faloutsos P, Faloutsos C (1999) On power-law relationships of the Internet topology, ACM SIGCOMM'99. Comput Commun Rev 29: 251-262.
    • (1999) Comput Commun Rev , vol.29 , pp. 251-262
    • Faloutsos, M.1    Faloutsos, P.2    Faloutsos, C.3
  • 25
    • 0012359711 scopus 로고
    • Sampling and estimation in large social networks
    • Frank O (1978) Sampling and estimation in large social networks. Soc Netw 1: 91-101.
    • (1978) Soc Netw , vol.1 , pp. 91-101
    • Frank, O.1
  • 26
    • 16244403365 scopus 로고
    • A survey of statistical methods for graph analysis
    • S. Leinhardt (Ed.), San Francisco: Jossey-Bass
    • Frank O (1981) A survey of statistical methods for graph analysis. In: Leinhardt S (ed) Sociological methodology. Jossey-Bass, San Francisco.
    • (1981) Sociological Methodology
    • Frank, O.1
  • 28
    • 84865730611 scopus 로고
    • A set of measures of centrality based on betweenness
    • Freeman LC (1977) A set of measures of centrality based on betweenness. Sociometry 40: 35-41.
    • (1977) Sociometry , vol.40 , pp. 35-41
    • Freeman, L.C.1
  • 29
    • 33750177351 scopus 로고
    • Centrality in social networks: I conceptual clarification
    • Freeman LC (1979) Centrality in social networks: I conceptual clarification. Soc Netw 1: 215-239.
    • (1979) Soc Netw , vol.1 , pp. 215-239
    • Freeman, L.C.1
  • 30
    • 84982077202 scopus 로고
    • Cognitive structure and informant accuracy
    • Freeman LC, Rommey Kimball A, Freeman SC (1987) Cognitive structure and informant accuracy. Am Anthropol 89: 310-325.
    • (1987) Am Anthropol , vol.89 , pp. 310-325
    • Freeman, L.C.1    Rommey, K.A.2    Freeman, S.C.3
  • 31
    • 0242473308 scopus 로고
    • Estimating point centrality using different network sampling techniques
    • Galaskiewicz J (1991) Estimating point centrality using different network sampling techniques. Soc Netw 13: 347-386.
    • (1991) Soc Netw , vol.13 , pp. 347-386
    • Galaskiewicz, J.1
  • 33
    • 27144537309 scopus 로고
    • Network sampling: Some first steps
    • Granovetter M (1976) Network sampling: Some first steps. Am J Soc 81: 1287-1303.
    • (1976) Am J Soc , vol.81 , pp. 1287-1303
    • Granovetter, M.1
  • 36
    • 84925900843 scopus 로고
    • Informant accuracy in social network data
    • Killworth PD, Bernard HR (1976) Informant accuracy in social network data. Human Organ 35: 269-286.
    • (1976) Human Organ , vol.35 , pp. 269-286
    • Killworth, P.D.1    Bernard, H.R.2
  • 37
    • 33847215497 scopus 로고    scopus 로고
    • Reliability of rank order in sampled networks
    • Kim PJ, Jeong H (2007) Reliability of rank order in sampled networks. Eur Phys J B 55: 109-114.
    • (2007) Eur Phys J B , vol.55 , pp. 109-114
    • Kim, P.J.1    Jeong, H.2
  • 38
    • 33747485518 scopus 로고    scopus 로고
    • Effect of missing data in social networks
    • Kossinets G (2006) Effect of missing data in social networks. Soc Netw 28: 247-268.
    • (2006) Soc Netw , vol.28 , pp. 247-268
    • Kossinets, G.1
  • 39
    • 0038401985 scopus 로고    scopus 로고
    • Mapping networks of terrorist cells
    • Krebs VE (2002) Mapping networks of terrorist cells. Connections 24: 43-52.
    • (2002) Connections , vol.24 , pp. 43-52
    • Krebs, V.E.1
  • 40
    • 84935322627 scopus 로고
    • Network data and measurement
    • Marsden PV (1990) Network data and measurement. Ann Rev Soc 16: 435-463.
    • (1990) Ann Rev Soc , vol.16 , pp. 435-463
    • Marsden, P.V.1
  • 41
    • 0000252115 scopus 로고
    • The reliability of network density and composition measures
    • Marsden PV (1993) The reliability of network density and composition measures. Soc Netw 15: 300-421.
    • (1993) Soc Netw , vol.15 , pp. 300-421
    • Marsden, P.V.1
  • 42
    • 33746216679 scopus 로고    scopus 로고
    • VIP-club phenomenon: Emergence of elites and masterminds in social networks
    • Masuda N, Konno N (2006) VIP-club phenomenon: Emergence of elites and masterminds in social networks. Soc Netw 28: 297-309.
    • (2006) Soc Netw , vol.28 , pp. 297-309
    • Masuda, N.1    Konno, N.2
  • 45
    • 0002687371 scopus 로고
    • The small world problem
    • Milgram S (1967) The small world problem. Psychol Today 2: 60-67.
    • (1967) Psychol Today , vol.2 , pp. 60-67
    • Milgram, S.1
  • 46
    • 0033487710 scopus 로고    scopus 로고
    • Scaling and percolation in the small-world network model
    • Newman ME, Watts DJ (1999) Scaling and percolation in the small-world network model. Phys Rev E 60: 7332-7342.
    • (1999) Phys Rev E , vol.60 , pp. 7332-7342
    • Newman, M.E.1    Watts, D.J.2
  • 48
    • 84888274767 scopus 로고
    • Inequalities on rank correlation with missing data
    • Papaioannou T, Loukas S (1984) Inequalities on rank correlation with missing data. J R Stat Soc, Ser B 46: 68-71.
    • (1984) J R Stat Soc, Ser B , vol.46 , pp. 68-71
    • Papaioannou, T.1    Loukas, S.2
  • 49
    • 17044408227 scopus 로고    scopus 로고
    • Network dynamics and field evolution: The growth of interorganizational collaboration in the life sciences
    • Powell WW, White DR, Koput KW, Owen-Smith J (2005) Network dynamics and field evolution: The growth of interorganizational collaboration in the life sciences. Am J Soc 110: 1132-1205.
    • (2005) Am J Soc , vol.110 , pp. 1132-1205
    • Powell, W.W.1    White, D.R.2    Koput, K.W.3    Owen-Smith, J.4
  • 51
    • 4344674323 scopus 로고    scopus 로고
    • Missing data in networks: Exponential random graph (p*) models for networks with non-respondents
    • Robins G, Pattison P, Woolcock J (2004) Missing data in networks: Exponential random graph (p*) models for networks with non-respondents. Soc Netw 26: 257-283.
    • (2004) Soc Netw , vol.26 , pp. 257-283
    • Robins, G.1    Pattison, P.2    Woolcock, J.3
  • 53
    • 0017133178 scopus 로고
    • Inference and missing data
    • Rubin DB (1976) Inference and missing data. Biometrika 63: 581-592.
    • (1976) Biometrika , vol.63 , pp. 581-592
    • Rubin, D.B.1
  • 54
    • 0000570212 scopus 로고
    • On a class of skew distribution functions
    • Simon HA (1955) On a class of skew distribution functions. Biometrika 42: 425-440.
    • (1955) Biometrika , vol.42 , pp. 425-440
    • Simon, H.A.1
  • 55
    • 84973805614 scopus 로고
    • Nonrespondents in communication network studies: Problems and possibilities
    • Stork D, Richards WD (1992) Nonrespondents in communication network studies: Problems and possibilities. Group Organ Manag 17: 193-209.
    • (1992) Group Organ Manag , vol.17 , pp. 193-209
    • Stork, D.1    Richards, W.D.2
  • 57
    • 85044913143 scopus 로고    scopus 로고
    • Structural knowledge and success of anti-terrorist activity: The downside of structural equivalence
    • Tsvetovat M, Carley KM (2005) Structural knowledge and success of anti-terrorist activity: The downside of structural equivalence. J Soc Struct 6 (2005).
    • (2005) J Soc Struct , vol.6
    • Tsvetovat, M.1    Carley, K.M.2
  • 59
    • 0033196289 scopus 로고    scopus 로고
    • Networks, dynamics, and the small-world phenomenon
    • Watts DJ (1999b) Networks, dynamics, and the small-world phenomenon. Am J Sociol 105: 493-527.
    • (1999) Am J Sociol , vol.105 , pp. 493-527
    • Watts, D.J.1
  • 60
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • Watts DJ, Strogatz SH (1998) Collective dynamics of 'small-world' networks. Nature 393: 440-442.
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 62
    • 13944280355 scopus 로고    scopus 로고
    • Reliability of measures of centrality and prominence
    • Zemljic A, Hlebec V (2005) Reliability of measures of centrality and prominence. Soc Netw 27: 73-88.
    • (2005) Soc Netw , vol.27 , pp. 73-88
    • Zemljic, A.1    Hlebec, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.