메뉴 건너뛰기




Volumn 4, Issue 1, 2014, Pages 1-23

An incremental algorithm for updating betweenness centrality and k-betweenness centrality and its performance on realistic dynamic social network data

Author keywords

All pairs shortest paths; Betweenness centrality; Dynamic network analysis; Incremental algorithms; k Betweenness centrality

Indexed keywords

ALL PAIRS SHORTEST PATHS; BETWEENNESS CENTRALITY; CENTRALITY MEASURES; DYNAMIC CALCULATIONS; DYNAMIC NETWORK ANALYSIS; DYNAMIC SOCIAL NETWORKS; INCREMENTAL ALGORITHM; ORDERS OF MAGNITUDE;

EID: 84938369844     PISSN: 18695450     EISSN: 18695469     Source Type: Journal    
DOI: 10.1007/s13278-014-0235-z     Document Type: Article
Times cited : (16)

References (47)
  • 1
    • 34547438167 scopus 로고    scopus 로고
    • Parallel algorithms for evaluating centrality indices in real-world networks. International conference on parallel processing (ICPP)
    • Bader D, Madduri K (2006) Parallel algorithms for evaluating centrality indices in real-world networks. International conference on parallel processing (ICPP). IEEE, pp 539–550
    • (2006) IEEE , pp. 539-550
    • Bader, D.1    Madduri, K.2
  • 2
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • Barabasi A, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509–512
    • (1999) Science , vol.286 , Issue.5439 , pp. 509-512
    • Barabasi, A.1    Albert, R.2
  • 4
    • 35048889977 scopus 로고
    • Lower and upper bounds for incremental algorithms. Ph.D. Dissertation
    • Computer Science, New Brunswick
    • Berman AM (1992) Lower and upper bounds for incremental algorithms. Ph.D. Dissertation, The State University of New Jersey at Rutgers, Computer Science, New Brunswick
    • (1992) The State University of New Jersey at Rutgers
    • Berman, A.M.1
  • 5
    • 33746192198 scopus 로고    scopus 로고
    • A graph-theoretic perspective on centrality
    • Borgatti SP, Everett MG (2006) A graph-theoretic perspective on centrality. Soc Netw 28(4):466–484
    • (2006) Soc Netw , vol.28 , Issue.4 , pp. 466-484
    • Borgatti, S.P.1    Everett, M.G.2
  • 6
    • 0035648637 scopus 로고    scopus 로고
    • A faster algorithm for betweenness centrality
    • Brandes U (2001) A faster algorithm for betweenness centrality. J Math Sociol 25(2):163–177
    • (2001) J Math Sociol , vol.25 , Issue.2 , pp. 163-177
    • Brandes, U.1
  • 7
    • 41549097717 scopus 로고    scopus 로고
    • On variants of shortest-path betweenness centrality and their generic computation
    • Brandes U (2008) On variants of shortest-path betweenness centrality and their generic computation. Soc Netw 30(2):136–145
    • (2008) Soc Netw , vol.30 , Issue.2 , pp. 136-145
    • Brandes, U.1
  • 8
    • 20444469606 scopus 로고    scopus 로고
    • A new approach to dynamic all pairs shortest paths
    • Demetrescu C, Italiano GF (2004) A new approach to dynamic all pairs shortest paths. J ACM (JACM) 51(6):968–992
    • (2004) J ACM (JACM) , vol.51 , Issue.6 , pp. 968-992
    • Demetrescu, C.1    Italiano, G.F.2
  • 9
    • 33846614452 scopus 로고    scopus 로고
    • Experimental analysis of dynamic all pairs shortest path algorithms
    • Demetrescu C, Italiano GF (2006) Experimental analysis of dynamic all pairs shortest path algorithms. ACM Trans Algorithms (TALG) 2(4):578–601
    • (2006) ACM Trans Algorithms (TALG) , vol.2 , Issue.4 , pp. 578-601
    • Demetrescu, C.1    Italiano, G.F.2
  • 10
    • 34147120474 scopus 로고
    • A note on two problems in connexion with graphs
    • Dijkstra E (1959) A note on two problems in connexion with graphs. Numer Math 1(1):269–271
    • (1959) Numer Math , vol.1 , Issue.1 , pp. 269-271
    • Dijkstra, E.1
  • 11
    • 0003156173 scopus 로고
    • Updating distances in dynamic graphs
    • Even S, Gazit H (1985) Updating distances in dynamic graphs. Methods Oper Res 49:371–387
    • (1985) Methods Oper Res , vol.49 , pp. 371-387
    • Even, S.1    Gazit, H.2
  • 12
    • 84945709831 scopus 로고
    • Algorithm 97: shortest path
    • Floyd R (1962) Algorithm 97: shortest path. Commun ACM 5(6):345
    • (1962) Commun ACM , vol.5 , Issue.6 , pp. 345
    • Floyd, R.1
  • 13
    • 0021551631 scopus 로고
    • Fibonacci heaps and their uses in improved network optimization algorithms. 25th annual symposium on foundations of computer science
    • Fredman ML, Tarjan RE (1984). Fibonacci heaps and their uses in improved network optimization algorithms. 25th annual symposium on foundations of computer science. IEEE, pp 338–346
    • (1984) IEEE , pp. 338-346
    • Fredman, M.L.1    Tarjan, R.E.2
  • 14
    • 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(1):35–41
    • (1977) Sociometry , vol.40 , Issue.1 , pp. 35-41
    • Freeman, L.C.1
  • 16
    • 84873641589 scopus 로고    scopus 로고
    • A fast algorithm for streaming betweenness centrality. International Conference on Privacy, Security, Risk and Trust (PASSAT) and International Conference on Social Computing (SocialCom). IEEE
    • Green O, McColl R, Bader DA (2012). A fast algorithm for streaming betweenness centrality. International Conference on Privacy, Security, Risk and Trust (PASSAT) and International Conference on Social Computing (SocialCom). IEEE, Amsterdam, pp 11–20
    • (2012) Amsterdam , pp. 11-20
    • Green, O.1    McColl, R.2    Bader, D.A.3
  • 17
    • 84872294071 scopus 로고    scopus 로고
    • GT: picking up the truth from the ground for internet traffic
    • Gringoli FE (2009) GT: picking up the truth from the ground for internet traffic. Comput Commun Rev 39(5):13–18
    • (2009) Comput Commun Rev , vol.39 , Issue.5 , pp. 13-18
    • Gringoli, F.E.1
  • 18
    • 77953776381 scopus 로고    scopus 로고
    • Betweenness centrality measure in dynamic networks. University of Illinois at Chicago
    • DIMACS, Chicago
    • Habiba H, Tantipathananandh C, Berger-Wolf T (2007) Betweenness centrality measure in dynamic networks. University of Illinois at Chicago, Department of Computer Science. DIMACS, Chicago
    • (2007) Department of Computer Science
    • Habiba, H.1    Tantipathananandh, C.2    Berger-Wolf, T.3
  • 19
    • 78650107510 scopus 로고    scopus 로고
    • What’s in a crowd? Analysis of face-to-face behavioral networks
    • Isella LE (2011) What’s in a crowd? Analysis of face-to-face behavioral networks. J Theor Biol 271(1):166–180
    • (2011) J Theor Biol , vol.271 , Issue.1 , pp. 166-180
    • Isella, L.E.1
  • 20
    • 77951455420 scopus 로고    scopus 로고
    • Generalizing k-betweenness centrality using short paths and a parallel multithreaded implementation. International conference on parallel processing (ICPP)
    • Jiang K, Ediger D, Bader DA (2009) Generalizing k-betweenness centrality using short paths and a parallel multithreaded implementation. International conference on parallel processing (ICPP), Vienna, pp 542–549
    • (2009) Vienna , pp. 542-549
    • Jiang, K.1    Ediger, D.2    Bader, D.A.3
  • 21
    • 84893252532 scopus 로고    scopus 로고
    • Incremental centrality algorithms for dynamic network analysis. Ph.D. Dissertation
    • ECE, Pittsburgh
    • Kas M (2013b) Incremental centrality algorithms for dynamic network analysis. Ph.D. Dissertation, Carnegie Mellon University, ECE, Pittsburgh
    • (2013) Carnegie Mellon University
    • Kas, M.1
  • 25
    • 84863116426 scopus 로고    scopus 로고
    • Temporal node centrality in complex networks
    • Kim H, Anderson R (2012) Temporal node centrality in complex networks. Phys Rev E 85(026107):1–8
    • (2012) Phys Rev E , vol.85 , pp. 1-8
    • Kim, H.1    Anderson, R.2
  • 26
    • 0032606988 scopus 로고    scopus 로고
    • Fully dynamic algorithms for maintaining all-pairs shortest paths and transitive closure in digraphs. 40th annual symposium on foundations of computer science
    • King, V. (1999). Fully dynamic algorithms for maintaining all-pairs shortest paths and transitive closure in digraphs. 40th annual symposium on foundations of computer science. IEEE, pp 81–89
    • (1999) IEEE , pp. 81-89
    • King, V.1
  • 28
    • 84860876678 scopus 로고    scopus 로고
    • QUBE: a Quick algorithm for updating BEtweenness centrality. WWW
    • Lee MJ, Lee J, Park JY, Choi R, Chung CW (2012a) QUBE: a Quick algorithm for updating BEtweenness centrality. WWW, ACM, pp 351–360
    • (2012) ACM , pp. 351-360
    • Lee, M.J.1    Lee, J.2    Park, J.Y.3    Choi, R.4    Chung, C.W.5
  • 30
    • 77956232720 scopus 로고    scopus 로고
    • Centrality metric for dynamic networks. 8th workshop on mining and learning with graphs (MLG)
    • Lerman K, Ghosh R, Kang JH (2010) Centrality metric for dynamic networks. 8th workshop on mining and learning with graphs (MLG). ACM, pp 70–77
    • (2010) ACM , pp. 70-77
    • Lerman, K.1    Ghosh, R.2    Kang, J.H.3
  • 31
    • 34248205060 scopus 로고    scopus 로고
    • Graph evolution: densification and shrinking diameters
    • Leskovec J, Kleinberg J, Faloutsos C (2007) Graph evolution: densification and shrinking diameters. ACM Trans KDD 1(2):1–41
    • (2007) ACM Trans KDD , vol.1 , Issue.2 , pp. 1-41
    • Leskovec, J.1    Kleinberg, J.2    Faloutsos, C.3
  • 33
    • 78650943329 scopus 로고    scopus 로고
    • Small-world directed networks in the human brain: multivariate Granger causality analysis of resting-state fMRI
    • Liao W, Ding J, Marinazzo D, Xu Q, Wang Z, Yuan C et al (2011) Small-world directed networks in the human brain: multivariate Granger causality analysis of resting-state fMRI. Neuroimage 54(4):2683–2694
    • (2011) Neuroimage , vol.54 , Issue.4 , pp. 2683-2694
    • Liao, W.1    Ding, J.2    Marinazzo, D.3    Xu, Q.4    Wang, Z.5    Yuan, C.6
  • 36
    • 62549129576 scopus 로고    scopus 로고
    • Clustering in weighted networks
    • Opsahl T, Panzarasa P (2009) Clustering in weighted networks. Soc Netw 31(2):155–163
    • (2009) Soc Netw , vol.31 , Issue.2 , pp. 155-163
    • Opsahl, T.1    Panzarasa, P.2
  • 37
    • 84861083990 scopus 로고    scopus 로고
    • Pfeffer J, Carley KM (2012) k-Centralities: local approximations of global measures based on shortest paths. pp 1043–1050
    • Pfeffer J, Carley KM (2012) k-Centralities: local approximations of global measures based on shortest paths. WWW. ACM, pp 1043–1050
  • 38
    • 84873629605 scopus 로고    scopus 로고
    • Heuristics for speeding up betweenness centrality computation. Social computing and on privacy, security, risk and trust
    • Puzis R, Zilberman P, Elovici Y, Dolev S, Brandes U (2012) Heuristics for speeding up betweenness centrality computation. Social computing and on privacy, security, risk and trust. IEEE Computer Society, pp 302–311
    • (2012) IEEE Computer Society , pp. 302-311
    • Puzis, R.1    Zilberman, P.2    Elovici, Y.3    Dolev, S.4    Brandes, U.5
  • 40
    • 0042402666 scopus 로고
    • On the computational complexity of incremental algorithms. Technical Report
    • Computer Science, Madison
    • Ramalingam G, Reps T (1991b) On the computational complexity of incremental algorithms. Technical Report, University of Wisconsin at Madison, Computer Science, Madison
    • (1991) University of Wisconsin at Madison
    • Ramalingam, G.1    Reps, T.2
  • 41
    • 84947277303 scopus 로고    scopus 로고
    • Simple models of small world networks with directed links
    • Department of Physics, Tehran
    • Ramezanpour A, Karimipour V (2008) Simple models of small world networks with directed links. Sharif University of Technology, Department of Physics, Tehran
    • (2008) Sharif University of Technology
    • Ramezanpour, A.1    Karimipour, V.2
  • 44
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of ‘small-world’ networks
    • Watts D, Strogatz S (1998) Collective dynamics of ‘small-world’ networks. Nature 393:440–442
    • (1998) Nature , vol.393 , pp. 440-442
    • Watts, D.1    Strogatz, S.2
  • 45
    • 57349138360 scopus 로고    scopus 로고
    • Markov chain small world model with asymmetric transition probabilities
    • Xu J (2008) Markov chain small world model with asymmetric transition probabilities. Electron J Linear Algebra 17:616–636
    • (2008) Electron J Linear Algebra , vol.17 , pp. 616-636
    • Xu, J.1
  • 46
    • 79952376390 scopus 로고    scopus 로고
    • Patterns of temporal variation in online media. International conference on web search and data minig (WSDM)
    • Yang J, Leskovec J (2011). Patterns of temporal variation in online media. International conference on web search and data minig (WSDM). ACM
    • (2011) ACM
    • Yang, J.1    Leskovec, J.2
  • 47
    • 3142624790 scopus 로고    scopus 로고
    • Scaling of directed dynamical small-world networks with random responses
    • Zhu C, Xiong S, Tian Y, Li N, Jiang K (2004). Scaling of directed dynamical small-world networks with random responses. Phys Rev Lett 92 218702(24):1–4
    • (2004) Phys Rev Lett 92 , Issue.24 , pp. 1-4
    • Zhu, C.1    Xiong, S.2    Tian, Y.3    Li, N.4    Jiang, K.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.