메뉴 건너뛰기




Volumn , Issue , 2011, Pages 105-113

Benefits of bias: Towards better characterization of network sampling

Author keywords

Bias; Complex networks; Crawling; Graph mining; Link mining; Online sampling; Sampling; Social network analysis

Indexed keywords

COMPLEX NETWORKS; MARKET RESEARCH; SOCIAL NETWORKING (ONLINE);

EID: 80052689976     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2020408.202043     Document Type: Conference Paper
Times cited : (98)

References (51)
  • 1
    • 80052673793 scopus 로고    scopus 로고
    • On the bias of traceroute sampling: Or, power-law degree distributions in regular graphs
    • D. Achlioptas, A. Clauset, D. Kempe, and C. Moore. On the bias of traceroute sampling: or, power-law degree distributions in regular graphs. In STOC'05.
    • STOC'05
    • Achlioptas, D.1    Clauset, A.2    Kempe, D.3    Moore, C.4
  • 4
    • 84891818557 scopus 로고    scopus 로고
    • Reconsidering the foundations of network sampling
    • N. K. Ahmed, J. Neville, and R. Kompella. Reconsidering the Foundations of Network Sampling. In WIN'10.
    • WIN'10
    • Ahmed, N.K.1    Neville, J.2    Kompella, R.3
  • 5
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • Oct.
    • A.-L. Barabasi and R. Albert. Emergence of Scaling in Random Networks. Science, 286(5439):509-512, Oct. 1999.
    • (1999) Science , vol.286 , Issue.5439 , pp. 509-512
    • Barabasi, A.-L.1    Albert, R.2
  • 6
    • 41349112960 scopus 로고    scopus 로고
    • Models of social networks based on social distance attachment
    • Nov.
    • M. Boguná, R. P. Satorras, A. D. Guilera, and A. Arenas. Models of social networks based on social distance attachment. Physical Review E, 70(5):056122+, Nov. 2004.
    • (2004) Physical Review E , vol.70 , Issue.5
    • Boguná, M.1    Satorras, R.P.2    Guilera, A.D.3    Arenas, A.4
  • 7
    • 34547613799 scopus 로고    scopus 로고
    • Do your worst to make the best: Paradoxical effects in pagerank incremental computations
    • P. Boldi, M. Santini, and S. Vigna. Do Your Worst to Make the Best: Paradoxical Effects in PageRank Incremental Computations. In WAW'04.
    • WAW'04
    • Boldi, P.1    Santini, M.2    Vigna, S.3
  • 8
    • 77954694184 scopus 로고    scopus 로고
    • OASNET: An optimal allocation approach to inuence maximization in modular social networks
    • T. Cao, X. Wu, S. Wang, and X. Hu. OASNET: an optimal allocation approach to inuence maximization in modular social networks. In SAC'10.
    • SAC'10
    • Cao, T.1    Wu, X.2    Wang, S.3    Hu, X.4
  • 10
    • 77958594601 scopus 로고    scopus 로고
    • Social network sensors for early detection of contagious outbreaks
    • Sept
    • N. A. Christakis and J. H. Fowler. Social Network Sensors for Early Detection of Contagious Outbreaks. PLoS ONE, 5(9):e12948+, Sept. 2010.
    • (2010) PLoS ONE , vol.5 , Issue.9
    • Christakis, N.A.1    Fowler, J.H.2
  • 11
    • 0038763983 scopus 로고    scopus 로고
    • Connected components in random graphs with given expected degree sequences
    • Nov.
    • F. Chung and L. Lu. Connected Components in Random Graphs with Given Expected Degree Sequences. Annals of Combinatorics, 6(2):125-145, Nov. 2002.
    • (2002) Annals of Combinatorics , vol.6 , Issue.2 , pp. 125-145
    • Chung, F.1    Lu, L.2
  • 12
    • 41349117788 scopus 로고    scopus 로고
    • Finding community structure in very large networks
    • Dec.
    • A. Clauset, M. E. J. Newman, and C. Moore. Finding community structure in very large networks. Physical Review E, 70(6):066111+, Dec. 2004.
    • (2004) Physical Review E , vol.70 , Issue.6
    • Clauset, A.1    Newman, M.E.J.2    Moore, C.3
  • 15
    • 0242551065 scopus 로고    scopus 로고
    • The stability of centrality measures when networks are sampled
    • DOI 10.1016/S0378-8733(03)00012-1, PII S0378873303000121
    • E. Costenbader. The stability of centrality measures when networks are sampled. Social Networks, 25(4):283-307, Oct. 2003. (Pubitemid 37378916)
    • (2003) Social Networks , vol.25 , Issue.4 , pp. 283-307
    • Costenbader, E.1    Valente, T.W.2
  • 16
    • 0032108328 scopus 로고    scopus 로고
    • A Threshold of ln n for Approximating Set Cover
    • U. Feige. A threshold of ln n for approximating set cover. J. ACM, 45(4):634-652, July 1998. (Pubitemid 128488790)
    • (1998) Journal of the ACM , vol.45 , Issue.4 , pp. 634-652
    • Feige, U.1
  • 17
    • 0001481759 scopus 로고
    • Why your friends have more friends than you do
    • S. L. Feld. Why Your Friends Have More Friends Than You Do. The Am. J. of Sociology, 96(6):1464-1477, 1991.
    • (1991) The Am. J. of Sociology , vol.96 , Issue.6 , pp. 1464-1477
    • Feld, S.L.1
  • 19
    • 20544436789 scopus 로고    scopus 로고
    • Models and methods in social network analysis
    • chapter 3. Cambridge University Press, Feb.
    • O. Frank. Models and Methods in Social Network Analysis (Structural Analysis in the Social Sciences), chapter 3. Cambridge University Press, Feb. 2005.
    • (2005) Structural Analysis in the Social Sciences
    • Frank, O.1
  • 21
    • 77951138987 scopus 로고    scopus 로고
    • Performance of modularity maximization in practical contexts
    • Apr.
    • B. H. Good, Y.-A. de Montjoye, and A. Clauset. Performance of modularity maximization in practical contexts. Physical Review E, 81(4):046106+, Apr. 2010.
    • (2010) Physical Review E , vol.81 , Issue.4
    • Good, B.H.1    De Montjoye, Y.-A.2    Clauset, A.3
  • 24
    • 80052650408 scopus 로고    scopus 로고
    • Manipulation-resistant reputations using hitting time
    • J. Hopcroft and D. Sheldon. Manipulation-resistant reputations using hitting time. In WAW'07.
    • WAW'07
    • Hopcroft, J.1    Sheldon, D.2
  • 26
    • 4243128193 scopus 로고    scopus 로고
    • On clusterings: Good, bad and spectral
    • May
    • R. Kannan, S. Vempala, and A. Vetta. On clusterings: Good, bad and spectral. J. ACM, 51(3):497-515, May 2004.
    • (2004) J. ACM , vol.51 , Issue.3 , pp. 497-515
    • Kannan, R.1    Vempala, S.2    Vetta, A.3
  • 29
    • 34548022329 scopus 로고    scopus 로고
    • Sampling large Internet topologies for simulation purposes
    • DOI 10.1016/j.comnet.2007.06.004, PII S1389128607001545
    • V. Krishnamurthy, M. Faloutsos, M. Chrobak, J. Cui, L. Lao, and A. Percus. Sampling large Internet topologies for simulation purposes. Computer Networks, 51(15):4284-4302, Oct. 2007. (Pubitemid 47284952)
    • (2007) Computer Networks , vol.51 , Issue.15 , pp. 4284-4302
    • Krishnamurthy, V.1    Faloutsos, M.2    Chrobak, M.3    Cui, J.-H.4    Lao, L.5    Percus, A.G.6
  • 32
    • 32844475337 scopus 로고    scopus 로고
    • Statistical properties of sampled networks
    • Jan.
    • S. H. Lee, P. J. Kim, and H. Jeong. Statistical properties of sampled networks. Physical Review E, 73(1):016102+, Jan. 2006.
    • (2006) Physical Review E , vol.73 , Issue.1
    • Lee, S.H.1    Kim, P.J.2    Jeong, H.3
  • 35
    • 32344436210 scopus 로고    scopus 로고
    • Graphs over time: Densification laws, shrinking diameters and possible explanations
    • J. Leskovec, J. Kleinberg, and C. Faloutsos. Graphs over Time: Densification Laws, Shrinking Diameters and Possible Explanations. In KDD'05.
    • KDD'05
    • Leskovec, J.1    Kleinberg, J.2    Faloutsos, C.3
  • 38
    • 76449113612 scopus 로고    scopus 로고
    • arXiv:0902.0132v1 [math.CO], Feb.
    • L. Lovasz. Very large graphs. arXiv:0902.0132v1 [math.CO], Feb. 2009.
    • (2009) Very Large Graphs
    • Lovasz, L.1
  • 39
    • 78651287903 scopus 로고    scopus 로고
    • Expansion and search in networks
    • A. S. Maiya and T. Y. Berger Wolf. Expansion and search in networks. In CIKM'10.
    • CIKM'10
    • Maiya, A.S.1    Wolf, T.Y.B.2
  • 42
    • 35248880122 scopus 로고    scopus 로고
    • Breadth-first search crawling yields high-quality pages
    • M. Najork. Breadth-first search crawling yields high-quality pages. In WWW'01.
    • WWW'01
    • Najork, M.1
  • 43
    • 0038718854 scopus 로고    scopus 로고
    • The structure and function of complex networks
    • Mar.
    • M. E. J. Newman. The structure and function of complex networks. SIAM Review, 45:167-256, Mar. 2003.
    • (2003) SIAM Review , vol.45 , pp. 167-256
    • Newman, M.E.J.1
  • 45
    • 34548856552 scopus 로고    scopus 로고
    • Near linear time algorithm to detect community structures in large-scale networks
    • Sept.
    • U. N. Raghavan, R. Albert, and S. Kumara. Near linear time algorithm to detect community structures in large-scale networks. Physical Review E, 76(3):036106+, Sept. 2007.
    • (2007) Physical Review E , vol.76 , Issue.3
    • Raghavan, U.N.1    Albert, R.2    Kumara, S.3
  • 50
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of'small-world'networks
    • June
    • D. J. Watts and S. H. Strogatz. Collective dynamics of'small- world'networks. Nature, 393(6684):440-442, June 1998.
    • (1998) Nature , vol.393 , Issue.6684 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 51
    • 0035438148 scopus 로고    scopus 로고
    • What makes you think you're so popular? Self-Evaluation maintenance and the subjective side of the "Friendship Paradox"
    • E. W. Zuckerman and J. T. Jost. What Makes You Think You're so Popular? Self-Evaluation Maintenance and the Subjective Side of the "Friendship Paradox". Social Psychology Quarterly, 64(3), 2001.
    • (2001) Social Psychology Quarterly , vol.64 , Issue.3
    • Zuckerman, E.W.1    Jost, J.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.