메뉴 건너뛰기




Volumn 461, Issue , 2016, Pages 171-181

Fast ranking influential nodes in complex networks using a k-shell iteration factor

Author keywords

Complex network; Influential node ranking; k shell decomposition; k shell iteration factor

Indexed keywords

EFFICIENCY; INFORMATION DISSEMINATION; ITERATIVE METHODS; SHELLS (STRUCTURES);

EID: 84978792209     PISSN: 03784371     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physa.2016.05.048     Document Type: Article
Times cited : (143)

References (35)
  • 1
    • 84655175098 scopus 로고    scopus 로고
    • Identifying influential nodes in complex networks
    • [1] Chen, Duanbing, Lu, Linyuan, Shang, Ming-Sheng, Zhang, Yi-Cheng, Zhou, Tao, Identifying influential nodes in complex networks. Physica A 391 (2012), 1777–1787, 10.1016/j.physa.2011.09.017.
    • (2012) Physica A , vol.391 , pp. 1777-1787
    • Chen, D.1    Lu, L.2    Shang, M.-S.3    Zhang, Y.-C.4    Zhou, T.5
  • 2
    • 84855370041 scopus 로고    scopus 로고
    • The small world yields the most effective information spreading
    • 123005
    • [2] Lü, Linyuan, Chen, Duan-Bing, Zhou, Tao, The small world yields the most effective information spreading. New J. Phys., 13(12), 2011, 123005, 10.1088/1367-2630/13/12/123005.
    • (2011) New J. Phys. , vol.13 , Issue.12
    • Lü, L.1    Chen, D.-B.2    Zhou, T.3
  • 3
    • 84916930727 scopus 로고    scopus 로고
    • Node importance ranking of complex networks
    • 178901
    • [3] Jian-Guo, Liu, Zhuo-Ming, Ren, Qiang, Guo, Bing-Hong, Wang, Node importance ranking of complex networks. Acta Phys. Sinica, 62(17), 2013, 178901, 10.7498/aps.62.178901.
    • (2013) Acta Phys. Sinica , vol.62 , Issue.17
    • Jian-Guo, L.1    Zhuo-Ming, R.2    Qiang, G.3    Bing-Hong, W.4
  • 4
    • 84897726218 scopus 로고    scopus 로고
    • Ranking the spreading capability of nodes in complex networks based on local structure
    • [4] Gao, Shui, Ma, Jun, Chen, Zhumin, Wang, Guanghui, Xing, Changming, Ranking the spreading capability of nodes in complex networks based on local structure. Physica A 403 (2014), 130–147, 10.7498/aps.64.020101.
    • (2014) Physica A , vol.403 , pp. 130-147
    • Gao, S.1    Ma, J.2    Chen, Z.3    Wang, G.4    Xing, C.5
  • 5
    • 0013987194 scopus 로고
    • The centrality index of a graph
    • [5] Sabidussi, G., The centrality index of a graph. Psychometrika 31:4 (1966), 581–603, 10.1007/BF02289527.
    • (1966) Psychometrika , vol.31 , Issue.4 , pp. 581-603
    • Sabidussi, G.1
  • 6
    • 33750177351 scopus 로고
    • Centrality in social networks conceptual clarification
    • [6] Freeman, L.C., Centrality in social networks conceptual clarification. Soc. Netw. 1:3 (1978–1979), 215–239, 10.1016/0378-8733(78)90021-7.
    • (1978) Soc. Netw. , vol.1 , Issue.3 , pp. 215-239
    • Freeman, L.C.1
  • 7
    • 0002827622 scopus 로고
    • A new status index derived from sociometric analysis
    • [7] Katz, L., A new status index derived from sociometric analysis. Psychometrika 18:1 (1953), 39–43, 10.1007/BF02289026.
    • (1953) Psychometrika , vol.18 , Issue.1 , pp. 39-43
    • Katz, L.1
  • 8
    • 13944249973 scopus 로고    scopus 로고
    • Centrality and network flow
    • [8] Borgatti, S.P., Centrality and network flow. Soc. Netw. 27 (2005), 55–71, 10.1016/j.socnet.2004.11.008.
    • (2005) Soc. Netw. , vol.27 , pp. 55-71
    • Borgatti, S.P.1
  • 9
    • 0038589165 scopus 로고    scopus 로고
    • The anatomy of a large-scale hypertextual web search engine
    • [9] Brin, Sergey, Page, Lawrence, The anatomy of a large-scale hypertextual web search engine. Comput. Netw. ISDN 30:1–7 (1998), 107–117, 10.1016/S0169-7552(98)00110-X.
    • (1998) Comput. Netw. ISDN , vol.30 , Issue.1-7 , pp. 107-117
    • Brin, S.1    Page, L.2
  • 10
    • 79959575935 scopus 로고    scopus 로고
    • Leaders in social networks, the delicious case
    • [10] Lü, Linyuan, Zhang, Yi-Cheng, Yeung, Chi Ho, Zhou, Tao, Leaders in social networks, the delicious case. PLoS One, 6, 2011, E21202, 10.1371/journal.pone.0021202.
    • (2011) PLoS One , vol.6 , pp. E21202
    • Lü, L.1    Zhang, Y.-C.2    Yeung, C.H.3    Zhou, T.4
  • 11
    • 4243148480 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • [11] Kleinberg, J.M., Authoritative sources in a hyperlinked environment. J. ACM 46:5 (1999), 604–632, 10.1145/324133.324140.
    • (1999) J. ACM , vol.46 , Issue.5 , pp. 604-632
    • Kleinberg, J.M.1
  • 12
    • 84861957197 scopus 로고    scopus 로고
    • Ranking and clustering of nodes in networks with smart teleportation
    • 056107
    • [12] Lambiotte, R., Rosvall, M., Ranking and clustering of nodes in networks with smart teleportation. Phys. Rev. E, 85, 2012, 056107, 10.1103/PhysRevE.85.056107.
    • (2012) Phys. Rev. E , vol.85
    • Lambiotte, R.1    Rosvall, M.2
  • 13
    • 84903996783 scopus 로고    scopus 로고
    • Searching for superspreaders of information in real-world social media
    • [13] Pei, Sen, Muchnik, Lev, Andrade, Jose S. Jr., Zhang, Zhiming, Makse, Hernan A., Searching for superspreaders of information in real-world social media. Sci. Rep., 4, 2014, 05547, 10.1038/srep05547.
    • (2014) Sci. Rep. , vol.4 , pp. 05547
    • Pei, S.1    Muchnik, L.2    Andrade, J.S.3    Zhang, Z.4    Makse, H.A.5
  • 14
    • 84899921274 scopus 로고    scopus 로고
    • Heuristical top-k: fast estimation of centralities in complex networks
    • [14] Le Merrer, Erwan, Le Scouarnec, Nicolas, Tredan, Gilles, Heuristical top-k: fast estimation of centralities in complex networks. Inform. Process. Lett. 114 (2014), 432–436, 10.1016/j.ipl.2014.03.006.
    • (2014) Inform. Process. Lett. , vol.114 , pp. 432-436
    • Le Merrer, E.1    Le Scouarnec, N.2    Tredan, G.3
  • 16
    • 84891274026 scopus 로고    scopus 로고
    • Spreading dynamics in complex networks
    • [16] Pei, Sen, Makse, Hernan A., Spreading dynamics in complex networks. J. Stat. Mech. Theory Exp., 12, 2013, P12002, 10.1088/1742-5468/2013/12/P12002.
    • (2013) J. Stat. Mech. Theory Exp. , vol.12 , pp. P12002
    • Pei, S.1    Makse, H.A.2
  • 17
    • 84875220788 scopus 로고    scopus 로고
    • Ranking spreaders by decomposing complex networks
    • [17] zeng, An, Zhang, Cheng-Jun, Ranking spreaders by decomposing complex networks. Phys. Lett. A 377 (2013), 1031–1035, 10.1016/j.physleta.2013.02.039.
    • (2013) Phys. Lett. A , vol.377 , pp. 1031-1035
    • zeng, A.1    Zhang, C.-J.2
  • 18
    • 84879684235 scopus 로고    scopus 로고
    • Ranking the spreading influence in complex networks
    • [18] Liu, Jian-Guo, Ren, Zhuo-Ming, Guo, Qiang, Ranking the spreading influence in complex networks. Physica A 392:18 (2013), 4154–4159, 10.1016/j.physa.2013.04.037.
    • (2013) Physica A , vol.392 , Issue.18 , pp. 4154-4159
    • Liu, J.-G.1    Ren, Z.-M.2    Guo, Q.3
  • 19
    • 84879137787 scopus 로고    scopus 로고
    • Analysis of the spreading influence of the nodes with minimum K-shell value in complex networks
    • 108902
    • [19] Zhuo-ming, Ren, Jian-guo, Liu, Feng, Shao, Zhao-long, Hu, Qiang, Guo, Analysis of the spreading influence of the nodes with minimum K-shell value in complex networks. Acta Phys. Sinica, 62(10), 2013, 108902, 10.7498/aps.62.108902.
    • (2013) Acta Phys. Sinica , vol.62 , Issue.10
    • Zhuo-ming, R.1    Jian-guo, L.2    Feng, S.3    Zhao-long, H.4    Qiang, G.5
  • 20
    • 84860527781 scopus 로고    scopus 로고
    • Identifying all-around nodes for spreading dynamics in complex networks
    • [20] Hou, B., Yao, Y., Liao, D., Identifying all-around nodes for spreading dynamics in complex networks. Physica A 391 (2012), 4012–4017, 10.1016/j.physa.2012.02.033.
    • (2012) Physica A , vol.391 , pp. 4012-4017
    • Hou, B.1    Yao, Y.2    Liao, D.3
  • 21
    • 84928343307 scopus 로고    scopus 로고
    • Multi-index algorithm of identifying important nodes in complex networks based on linear discriminant analysis
    • [21] Fang, Hu, Yuhua, Liu, Multi-index algorithm of identifying important nodes in complex networks based on linear discriminant analysis. Modern Phys. Lett. B, 29(3), 2015, 1450268, 10.1142/S0217984914502686.
    • (2015) Modern Phys. Lett. B , vol.29 , Issue.3 , pp. 1450268
    • Fang, H.1    Yuhua, L.2
  • 22
    • 84889888532 scopus 로고    scopus 로고
    • Identifying and ranking influential spreaders in complex networks by neighborhood coreness
    • [22] Bae, Joonhyun, Kim, Sangwook, Identifying and ranking influential spreaders in complex networks by neighborhood coreness. Physica A 395 (2014), 549–559, 10.1016/j.physa.2013.10.047.
    • (2014) Physica A , vol.395 , pp. 549-559
    • Bae, J.1    Kim, S.2
  • 23
    • 84938769668 scopus 로고    scopus 로고
    • Influence maximization in complex networks through optimal percolation
    • [23] Morone, Flaviano, Makse, Hernan A., Influence maximization in complex networks through optimal percolation. Nature 524 (2015), 65–68, 10.1038/nature14604.
    • (2015) Nature , vol.524 , pp. 65-68
    • Morone, F.1    Makse, H.A.2
  • 24
    • 78349292558 scopus 로고    scopus 로고
    • Thresholds for epidemic spreading in networks
    • 218701
    • [24] Castellano, C., Pastor-Satorras, R., Thresholds for epidemic spreading in networks. Phys. Rev. Lett., 105(21), 2010, 218701, 10.1103/PhysRevLett.105.218701.
    • (2010) Phys. Rev. Lett. , vol.105 , Issue.21
    • Castellano, C.1    Pastor-Satorras, R.2
  • 25
    • 0034721164 scopus 로고    scopus 로고
    • Error and attack tolerance of complex networks
    • [25] Albert, R., Jeong, H., Barabsi, A.L., Error and attack tolerance of complex networks. Nature 406:6794 (2000), 378–382, 10.1038/35019019.
    • (2000) Nature , vol.406 , Issue.6794 , pp. 378-382
    • Albert, R.1    Jeong, H.2    Barabsi, A.L.3
  • 26
    • 84876105204 scopus 로고    scopus 로고
    • Detecting influential spreaders in complex dynamic networks
    • [26] Basaras, P., Katsaros, D., Tassiulas, L., Detecting influential spreaders in complex dynamic networks. IEEE Comput. 46:4 (2013), 24–29, 10.1109/MC.2013.75.
    • (2013) IEEE Comput. , vol.46 , Issue.4 , pp. 24-29
    • Basaras, P.1    Katsaros, D.2    Tassiulas, L.3
  • 27
    • 68949111730 scopus 로고    scopus 로고
    • Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities
    • [27] Lancichinetti, A., Fortunato, S., Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities. Phys. Rev. E 80:1 (2009), 145–148, 10.1103/PhysRevE.80.016118.
    • (2009) Phys. Rev. E , vol.80 , Issue.1 , pp. 145-148
    • Lancichinetti, A.1    Fortunato, S.2
  • 28
    • 42449110882 scopus 로고
    • An information flow model for conflict and fission in small groups
    • [28] Zachary, W.W., An information flow model for conflict and fission in small groups. J. Anthropol. Res. 33 (1977), 452–473.
    • (1977) J. Anthropol. Res. , vol.33 , pp. 452-473
    • Zachary, W.W.1
  • 29
    • 0042311400 scopus 로고    scopus 로고
    • The bottlenose Dolphin community of doubtful sound features a large proportion of long-lasting associations
    • [29] Lusseau, D., Schneider, K., Boisseau, O.J., Haase, P., Slooten, E., Dawson, S.M., The bottlenose Dolphin community of doubtful sound features a large proportion of long-lasting associations. Behav. Ecol. Sociobiol. 54 (2003), 396–405, 10.1007/s00265-003-0651-y.
    • (2003) Behav. Ecol. Sociobiol. , vol.54 , pp. 396-405
    • Lusseau, D.1    Schneider, K.2    Boisseau, O.J.3    Haase, P.4    Slooten, E.5    Dawson, S.M.6
  • 30
    • 2942688978 scopus 로고    scopus 로고
    • Community structure in Jazz
    • [30] Gleiser, P., Danon, L., Community structure in Jazz. Adv. Complex Syst., 6(4), 2003, 565, 10.1142/S0219525903001067.
    • (2003) Adv. Complex Syst. , vol.6 , Issue.4 , pp. 565
    • Gleiser, P.1    Danon, L.2
  • 31
    • 33749468596 scopus 로고    scopus 로고
    • Finding community structure in networks using the eigenvectors of matrices
    • 036104
    • [31] Newman, M.E.J., Finding community structure in networks using the eigenvectors of matrices. Phys. Rev. E, 74(3), 2006, 036104, 10.1103/PhysRevE.74.036104.
    • (2006) Phys. Rev. E , vol.74 , Issue.3
    • Newman, M.E.J.1
  • 32
    • 1842616539 scopus 로고    scopus 로고
    • Self-similar community structure in a network of human interactions
    • 065103
    • [32] Guimera, R., Danon, L., Diaz-Guilera, A., Giralt, F., Arenas, A., Self-similar community structure in a network of human interactions. Phys. Rev. E, 68, 2003, 065103, 10.1103/PhysRevE.68.065103.
    • (2003) Phys. Rev. E , vol.68
    • Guimera, R.1    Danon, L.2    Diaz-Guilera, A.3    Giralt, F.4    Arenas, A.5
  • 33
    • 38049149384 scopus 로고    scopus 로고
    • Social network analysis of blogs
    • (M.Sc. dissertation) University of Bristol
    • [33] Xie, N., Social network analysis of blogs. (M.Sc. dissertation), 2006, University of Bristol.
    • (2006)
    • Xie, N.1
  • 34
    • 41349112960 scopus 로고    scopus 로고
    • Models of social networks based on social distance attachment
    • 056122
    • [34] Boguna, M., Pastor-Satorras, R., Diaz-Guilera, A., Arenas, A., Models of social networks based on social distance attachment. Phys. Rev. E, 70, 2004, 056122, 10.1103/PhysRevE.70.056122.
    • (2004) Phys. Rev. E , vol.70
    • Boguna, M.1    Pastor-Satorras, R.2    Diaz-Guilera, A.3    Arenas, A.4
  • 35
    • 84924178998 scopus 로고    scopus 로고
    • Community structure in large networks: natural cluster sizes and the absence of large well-defined clusters
    • [35] Leskovec, J., Lang, K., Dasgupta, A., Mahoney, M., Community structure in large networks: natural cluster sizes and the absence of large well-defined clusters. Internet Math. 6:1 (2009), 29–123, 10.1080/15427951.2009.10129177.
    • (2009) Internet Math. , vol.6 , Issue.1 , pp. 29-123
    • Leskovec, J.1    Lang, K.2    Dasgupta, A.3    Mahoney, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.