메뉴 건너뛰기




Volumn 29, Issue 9, 2011, Pages 1799-1809

Towards unbiased BFS sampling

Author keywords

bias; Breadth First Search (BFS); estimation; network topology; online social networks; sampling methods

Indexed keywords

BIAS; BREADTH-FIRST-SEARCH; NETWORK TOPOLOGY; ONLINE SOCIAL NETWORKS; SAMPLING METHODS;

EID: 80053653453     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2011.111005     Document Type: Article
Times cited : (133)

References (58)
  • 3
    • 0006217743 scopus 로고
    • Random walks on graphs: A survey
    • L. Lovász, "Random walks on graphs: A survey", Combinatorics, Paul Erdos is Eighty, vol. 2, no. 1, pp. 1-46, 1993.
    • (1993) Combinatorics, Paul Erdos Is Eighty , vol.2 , Issue.1 , pp. 1-46
    • Lovász, L.1
  • 10
    • 80053651853 scopus 로고    scopus 로고
    • Walking on a graph with a magnifying glass: Stratified sampling via weighted random walks
    • M. Kurant, M. Gjoka, C. T. Butts, and A. Markopoulou, "Walking on a Graph with a Magnifying Glass: Stratified Sampling via Weighted Random Walks", in Proc. ACM SIGMETRICS, 2011.
    • (2011) Proc. ACM SIGMETRICS
    • Kurant, M.1    Gjoka, M.2    Butts, C.T.3    Markopoulou, A.4
  • 11
    • 77953303843 scopus 로고    scopus 로고
    • Walking in facebook: A case study of unbiased sampling of OSNs
    • San Diego, CA
    • M. Gjoka, M. Kurant, C. T. Butts, and A. Markopoulou, "Walking in Facebook: A Case Study of Unbiased Sampling of OSNs", in Proc. IEEE INFOCOM, San Diego, CA, 2010.
    • (2010) Proc. IEEE INFOCOM
    • Gjoka, M.1    Kurant, M.2    Butts, C.T.3    Markopoulou, A.4
  • 14
    • 0001481759 scopus 로고
    • Why your friends have more friends than you do
    • May
    • S. L. Feld, "Why Your Friends Have More Friends Than You Do", American Journal of Sociology, vol. 96, no. 6, p. 1464, May 1991.
    • (1991) American Journal of Sociology , vol.96 , Issue.6 , pp. 1464
    • Feld, S.L.1
  • 15
    • 0037210183 scopus 로고    scopus 로고
    • Ego-centered networks and the ripple effect
    • M. Newman, "Ego-centered networks and the ripple effect", Social Networks, vol. 25, pp. 83-95, 2003.
    • (2003) Social Networks , vol.25 , pp. 83-95
    • Newman, M.1
  • 16
    • 10344240580 scopus 로고    scopus 로고
    • Sampling and estimation in hidden populations using respondent-driven sampling
    • M. Salganik and D. D. Heckathorn, "Sampling and estimation in hidden populations using respondent-driven sampling", Sociological Methodology, vol. 34, no. 1, pp. 193-240, 2004.
    • (2004) Sociological Methodology , vol.34 , Issue.1 , pp. 193-240
    • Salganik, M.1    Heckathorn, D.D.2
  • 17
    • 77956874564 scopus 로고    scopus 로고
    • Probability based estimation theory for respondent driven sampling
    • E. Volz and D. D. Heckathorn, "Probability based estimation theory for respondent driven sampling", J. Official Statistics, vol. 24, no. 1, pp. 79-97, 2008.
    • (2008) J. Official Statistics , vol.24 , Issue.1 , pp. 79-97
    • Volz, E.1    Heckathorn, D.D.2
  • 19
    • 0003992773 scopus 로고    scopus 로고
    • Respondent-driven sampling: A new approach to the study of hidden populations
    • D. D. Heckathorn, "Respondent-Driven Sampling: A New Approach to the Study of Hidden Populations", Social Problems, vol. 44, pp. 174-199, 1997.
    • (1997) Social Problems , vol.44 , pp. 174-199
    • Heckathorn, D.D.1
  • 20
    • 85006710010 scopus 로고    scopus 로고
    • Breadth-first search crawling yields highquality pages
    • M. Najork and J. L. Wiener, "Breadth-first search crawling yields highquality pages", in WWW, 2001.
    • (2001) WWW
    • Najork, M.1    Wiener, J.L.2
  • 21
    • 35348871999 scopus 로고    scopus 로고
    • Analysis of topological characteristics of huge online social networking services
    • DOI 10.1145/1242572.1242685, 16th International World Wide Web Conference, WWW2007
    • Y. Ahn, S. Han, H. Kwak, S. Moon, and H. Jeong, "Analysis of topological characteristics of huge online social networking services", in Proc. 16th Int. Conf. on World Wide Web, Banff, Alberta, Canada, 2007, pp. 835-844. (Pubitemid 47582313)
    • (2007) 16th International World Wide Web Conference, WWW2007 , pp. 835-844
    • Ahn, Y.-Y.1    Han, S.2    Kwak, H.3    Moon, S.4    Jeong, H.5
  • 24
    • 32844475337 scopus 로고    scopus 로고
    • Statistical properties of sampled networks
    • S. H. Lee, P.-J. Kim, and H. Jeong, "Statistical properties of sampled networks", Physical Review E, vol. 73, p. 16102, 2006.
    • (2006) Physical Review E , vol.73 , pp. 16102
    • Lee, S.H.1    Kim, P.-J.2    Jeong, H.3
  • 27
    • 34848922130 scopus 로고    scopus 로고
    • On the bias of traceroute sampling or, power-law degree distributions in regular graphs
    • DOI 10.1145/1060590.1060693, STOC'05: Proceedings of the 37th Annual ACM Symposium on Theory of Computing
    • D. Achlioptas, A. Clauset, D. Kempe, and C. Moore, "On the bias of traceroute sampling: or, power-law degree distributions in regular graphs", in Proc. 37th Annu. ACM Symp. on Theory of computing, 2005, pp. 694-703. (Pubitemid 43098642)
    • (2005) Proceedings of the Annual ACM Symposium on Theory of Computing , pp. 694-703
    • Achlioptas, D.1    Kempe, D.2    Clauset, A.3    Moore, C.4
  • 31
    • 84990671447 scopus 로고
    • A critical point for random graphs with a given degree sequence
    • M. Molloy and B. Reed, "A critical point for random graphs with a given degree sequence", Random structures and algorithms, vol. 6, no. 2-3, pp. 161-180, 1995.
    • (1995) Random Structures and Algorithms , vol.6 , Issue.2-3 , pp. 161-180
    • Molloy, M.1    Reed, B.2
  • 32
    • 80053626454 scopus 로고    scopus 로고
    • Respondent-driven sampling: An assessment of current methodology
    • To appear in
    • K. Gile and M. Handcock, "Respondent-driven sampling: An assessment of current methodology", To appear in Sociological Methodology, 2011.
    • (2011) Sociological Methodology
    • Gile, K.1    Handcock, M.2
  • 35
    • 0001272551 scopus 로고
    • Selection without replacement from within strata with probability proportional to size
    • F. Yates and P. Grundy, "Selection without replacement from within strata with probability proportional to size", J. Royal Statistical Society. Series B (Methodological), vol. 15, no. 2, pp. 253-261, 1953.
    • (1953) J. Royal Statistical Society. Series B (Methodological) , vol.15 , Issue.2 , pp. 253-261
    • Yates, F.1    Grundy, P.2
  • 36
    • 0000872353 scopus 로고
    • Some estimators in sampling with varying probabilities without replacement
    • D. Raj, "Some estimators in sampling with varying probabilities without replacement", J. American Statistical Association, pp. 269-284, 1956.
    • (1956) J. American Statistical Association , pp. 269-284
    • Raj, D.1
  • 37
    • 0001642224 scopus 로고
    • Ordered and unordered estimators in sampling without replacement
    • M. Murthy, "Ordered and unordered estimators in sampling without replacement", Sankhyà: The Indian Journal of Statistics, vol. 18, no. 3, pp. 379-390, 1957.
    • (1957) Sankhyà: The Indian Journal of Statistics , vol.18 , Issue.3 , pp. 379-390
    • Murthy, M.1
  • 39
    • 0001078213 scopus 로고
    • Estimation of finite population properties when sampling is without replacement and proportional to magnitude
    • G. Andreatta and G. Kaufman, "Estimation of finite population properties when sampling is without replacement and proportional to magnitude", J. American Statistical Association, vol. 81, no. 395, pp. 657-666, 1986.
    • (1986) J. American Statistical Association , vol.81 , Issue.395 , pp. 657-666
    • Andreatta, G.1    Kaufman, G.2
  • 40
    • 0042086777 scopus 로고
    • Some order relations between selection and inclusion probabilities for PPSWOR sampling scheme
    • Dec
    • T. J. Rao, S. Sengupta, and B. K. Sinha, "Some Order Relations Between Selection and Inclusion Probabilities for PPSWOR Sampling Scheme", Metrika, vol. 38, no. 1, pp. 335-343, Dec. 1991.
    • (1991) Metrika , vol.38 , Issue.1 , pp. 335-343
    • Rao, T.J.1    Sengupta, S.2    Sinha, B.K.3
  • 41
    • 6644223703 scopus 로고    scopus 로고
    • On random sampling without replacement from a finite population
    • DOI 10.1023/A:1014693702392
    • S. Kochar and R. Korwar, "On random sampling without replacement from a finite population", Annals of the Institute of Statistical Mathematics, vol. 53, no. 3, pp. 631-646, 2001. (Pubitemid 33617907)
    • (2001) Annals of the Institute of Statistical Mathematics , vol.53 , Issue.3 , pp. 631-646
    • Kochar, S.C.1    Korwar, R.2
  • 42
    • 33745591098 scopus 로고    scopus 로고
    • Applying the Horvitz-Thompson criterion in complex designs: A computer-intensive perspective for estimating inclusion probabilities
    • DOI 10.1093/biomet/93.2.269
    • L. Fattorini, "Applying the Horvitz-Thompson criterion in complex designs: A computer-intensive perspective for estimating inclusion probabilities", Biometrika, vol. 93, no. 2, pp. 269-278, Jun. 2006. (Pubitemid 43992190)
    • (2006) Biometrika , vol.93 , Issue.2 , pp. 269-278
    • Fattorini, L.1
  • 43
    • 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, 2005.
    • (2005) KDD
    • Leskovec, J.1    Kleinberg, J.2    Faloutsos, C.3
  • 44
    • 0038763983 scopus 로고    scopus 로고
    • Connected components in random graphs with given degree sequences
    • F. Chung and L. Lu, "Connected components in random graphs with given degree sequences", Annals of Combinatorics, vol. 6, p. 125145, 2002.
    • (2002) Annals of Combinatorics , vol.6 , pp. 125145
    • Chung, F.1    Lu, L.2
  • 46
    • 26844487796 scopus 로고    scopus 로고
    • Efficient and simple generation of random simple connected graphs with prescribed degree sequence
    • Computing and Combinatorics: 11th Annual International Conference, COCOON 2005. Proceedings
    • F. Viger and M. Latapy, "Efficient and simple generation of random simple connected graphs with prescribed degree sequence", LNCS Computing and Combinatorics, vol. 3595, pp. 440-449, 2005. (Pubitemid 41450222)
    • (2005) Lecture Notes in Computer Science , vol.3595 , pp. 440-449
    • Viger, F.1    Latapy, M.2
  • 47
    • 0000054886 scopus 로고
    • On the theory of sampling from finite populations
    • M. Hansen and W. Hurwitz, "On the Theory of Sampling from Finite Populations", Annals of Mathematical Statistics, vol. 14, no. 3, 1943.
    • (1943) Annals of Mathematical Statistics , vol.14 , Issue.3
    • Hansen, M.1    Hurwitz, W.2
  • 48
    • 0037012880 scopus 로고    scopus 로고
    • Specificity and stability in topology of protein networks
    • S. Maslov and K. Sneppen, "Specificity and stability in topology of protein networks", Science, vol. 296, no. 5569, p. 910, 2002.
    • (2002) Science , vol.296 , Issue.5569 , pp. 910
    • Maslov, S.1    Sneppen, K.2
  • 49
    • 84947396376 scopus 로고
    • A generalization of sampling without replacement from a finite universe
    • D. Horvitz and D. Thompson, "A generalization of sampling without replacement from a finite universe", J. American Statistical Association, vol. 47, no. 260, pp. 663-685, 1952.
    • (1952) J. American Statistical Association , vol.47 , Issue.260 , pp. 663-685
    • Horvitz, D.1    Thompson, D.2
  • 52
    • 77954580498 scopus 로고    scopus 로고
    • Predicting positive and negative links in online social networks
    • New York, New York, USA
    • J. Leskovec, D. Huttenlocher, and J. Kleinberg, "Predicting positive and negative links in online social networks", in WWW, New York, New York, USA, 2010, p. 641.
    • (2010) WWW , pp. 641
    • Leskovec, J.1    Huttenlocher, D.2    Kleinberg, J.3
  • 54
    • 84924178998 scopus 로고    scopus 로고
    • Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters
    • J. Leskovec, K. Lang, A. Dasgupta, and M. Mahoney, "Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters", Internet Mathematics, vol. 6, no. 1, pp. 29-123, 2009.
    • (2009) Internet Mathematics , vol.6 , Issue.1 , pp. 29-123
    • Leskovec, J.1    Lang, K.2    Dasgupta, A.3    Mahoney, M.4
  • 55
    • 18744389789 scopus 로고    scopus 로고
    • Assortative mixing in networks
    • M. Newman, "Assortative mixing in networks", Physical Review Letters, vol. 89, no. 20, p. 208701, 2002.
    • (2002) Physical Review Letters , vol.89 , Issue.20 , pp. 208701
    • Newman, M.1
  • 56
    • 80053625328 scopus 로고    scopus 로고
    • Online. Available
    • "SNAP Graph Library." [Online]. Available: http://snap. stanford. edu/data
    • SNAP Graph Library
  • 58
    • 0033539175 scopus 로고    scopus 로고
    • Diameter of the world-wide web
    • DOI 10.1038/43601
    • R. Albert, H. Jeong, and A. Barabási, "Diameter of the world-wide web", Nature, vol. 401, no. 6749, pp. 130-131, 1999. (Pubitemid 29436307)
    • (1999) Nature , vol.401 , Issue.6749 , pp. 130-131
    • Albert, R.1    Jeong, H.2    Barabasi, A.-L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.