메뉴 건너뛰기




Volumn 26, Issue 9, 2014, Pages 2323-2336

Surfing the Network for Ranking by Multidamping

Author keywords

and Visualization; Computing Methodologies; Database Applications; Database Management; Discrete Mathematics; Graph algorithms; Graph Theory; Information Technology and Systems; Markov processes; Mathematics of Computing; Mining methods and algorithms; Modeling; Monte Carlo; Personalization; Probability and Statistics; Ranking; Simulation; Types of Simulation; Web mining

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; DAMPING; DATA MINING; DATABASE SYSTEMS; GRAPH THEORY; INFORMATION MANAGEMENT; MANAGEMENT INFORMATION SYSTEMS; MARKOV PROCESSES; MINING; MODELS; MONTE CARLO METHODS; STOCHASTIC SYSTEMS; TREES (MATHEMATICS);

EID: 84938940726     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2013.15     Document Type: Article
Times cited : (10)

References (51)
  • 1
    • 0002827622 scopus 로고
    • A new status index derived from sociometric analysis
    • L. Katz, "A new status index derived from sociometric analysis," Psychometrika, vol. 18, no. 1, pp. 39-43, 1953.
    • (1953) Psychometrika , vol.18 , Issue.1 , pp. 39-43
    • Katz, L.1
  • 2
    • 84928836166 scopus 로고
    • Theoretical foundations for centrality measures
    • N. Friedkin, "Theoretical foundations for centrality measures," Amer. J. Sociol., vol. 96, no. 6, pp. 1478-1504, 1991.
    • (1991) Amer. J. Sociol. , vol.96 , Issue.6 , pp. 1478-1504
    • Friedkin, N.1
  • 3
    • 84959483831 scopus 로고    scopus 로고
    • Spectral ranking
    • vol. abs/0912.0238 [Online]
    • S. Vigna. (2009). Spectral ranking. CoRR, vol. abs/0912.0238 [Online]. Available: http://arxiv.org/abs/0912.0238
    • (2009) CoRR
    • Vigna, S.1
  • 4
    • 77955279653 scopus 로고    scopus 로고
    • A general setting for the parametric Google matrix
    • R. Horn and S. Serra-Capizzano, "A general setting for the parametric Google matrix," Internet Math., vol. 3, no. 4, pp. 385-411, 2006.
    • (2006) Internet Math. , vol.3 , Issue.4 , pp. 385-411
    • Horn, R.1    Serra-Capizzano, S.2
  • 5
    • 0038589165 scopus 로고    scopus 로고
    • The anatomy of a large-scale hypertextual web search engine
    • S. Brin and L. Page, "The anatomy of a large-scale hypertextual web search engine," Comput. Netw. ISDN Syst., vol. 33, no. 1-7, pp. 107-117, 1998.
    • (1998) Comput. Netw. ISDN Syst. , vol.33 , Issue.1-7 , pp. 107-117
    • Brin, S.1    Page, L.2
  • 9
    • 33750372419 scopus 로고    scopus 로고
    • Generalizing PageRank: Damping functions for link-based ranking algorithms
    • [Online]. Available: citeseer.ist.psu.edu/baeza-yates06generalizing.html
    • R. Baeza-Yates, P. Boldi, and C. Castillo, "Generalizing PageRank: Damping functions for link-based ranking algorithms," in Proc. ACM SIGIR, 2006, pp. 308-315 [Online]. Available: citeseer.ist.psu.edu/baeza-yates06generalizing.html
    • (2006) Proc. ACM SIGIR , pp. 308-315
    • Baeza-Yates, R.1    Boldi, P.2    Castillo, C.3
  • 10
    • 77954645364 scopus 로고    scopus 로고
    • Generic damping functions for propagating importance in link-based ranking
    • R. Baeza-Yates, P. Boldi, and C. Castillo, "Generic damping functions for propagating importance in link-based ranking," Internet Math., vol. 3, no. 4, pp. 445-478, 2006.
    • (2006) Internet Math. , vol.3 , Issue.4 , pp. 445-478
    • Baeza-Yates, R.1    Boldi, P.2    Castillo, C.3
  • 11
    • 84873585431 scopus 로고    scopus 로고
    • Survey on web spam detection: Principles and algorithms
    • N. Spirin and J. Han, "Survey on web spam detection: Principles and algorithms," ACM SIGKDD Explor. Newslett., vol. 13, no. 2, pp. 50-64, 2012.
    • (2012) ACM SIGKDD Explor. Newslett. , vol.13 , Issue.2 , pp. 50-64
    • Spirin, N.1    Han, J.2
  • 12
    • 61849137274 scopus 로고    scopus 로고
    • Dep. Math., Linköping Univ., Linköping, Sweden, Tech. Rep.
    • L. Eldén, "A note on the eigenvalues of the Google matrix," Dep. Math., Linköping Univ., Linköping, Sweden, Tech. Rep. 0401177v1 [math.RA], 2004.
    • (2004) A Note on the Eigenvalues of the Google Matrix
    • Eldén, L.1
  • 14
    • 33845347031 scopus 로고    scopus 로고
    • Mathematical properties and analysis of Google's PageRank
    • Mar.
    • I. Ipsen and R. Wills, "Mathematical properties and analysis of Google's PageRank," Bol. Soc. Esp. Mat. Apl., vol. 34, pp. 191-196, Mar. 2006.
    • (2006) Bol. Soc. Esp. Mat. Apl. , vol.34 , pp. 191-196
    • Ipsen, I.1    Wills, R.2
  • 15
    • 47249131262 scopus 로고    scopus 로고
    • Rational extrapolation for the PageRank vector
    • C. Brezinski and M. Redivo-Zaglia, "Rational extrapolation for the PageRank vector," Math. Comput., vol. 77, no. 263, pp. 1585-1598, 2008.
    • (2008) Math. Comput. , vol.77 , Issue.263 , pp. 1585-1598
    • Brezinski, C.1    Redivo-Zaglia, M.2
  • 16
    • 33646230760 scopus 로고    scopus 로고
    • Jordan canonical form of the Google matrix: A potential contribution to the PageRank computation
    • S. Serra-Capizzano, "Jordan canonical form of the Google matrix: A potential contribution to the PageRank computation," SIAM J. Matrix Anal. Appl., vol. 27, no. 2, pp. 305-312, 2005.
    • (2005) SIAM J. Matrix Anal. Appl. , vol.27 , Issue.2 , pp. 305-312
    • Serra-Capizzano, S.1
  • 17
    • 84887687081 scopus 로고    scopus 로고
    • Distribution of PageRank mass among principle components of the web
    • Berlin, Germany
    • K. Avrachenkov, N. Litvak, and K. Pham, "Distribution of PageRank mass among principle components of the web," in Proc. 5th WAW, Berlin, Germany, 2007.
    • (2007) Proc. 5th WAW
    • Avrachenkov, K.1    Litvak, N.2    Pham, K.3
  • 18
    • 33746300167 scopus 로고    scopus 로고
    • PageRank as a function of the damping factor
    • Chiba, Japan
    • P. Boldi, M. Santini, and S. Vigna, "PageRank as a function of the damping factor," in Proc. Int. Conf. WWW, Chiba, Japan, 2005, pp. 557-566.
    • (2005) Proc. Int. Conf. WWW , pp. 557-566
    • Boldi, P.1    Santini, M.2    Vigna, S.3
  • 19
    • 75149152869 scopus 로고    scopus 로고
    • PageRank: Functional dependencies
    • Nov. [Online]
    • P. Boldi, M. Santini, and S. Vigna, "PageRank: Functional dependencies," ACM Trans. Inf. Syst., vol. 27, pp. 19:1-19:23, Nov. 2009 [Online]. Available: http://doi.acm.org/10.1145/1629096.1629097
    • (2009) ACM Trans. Inf. Syst. , vol.27 , pp. 19:1-19:23
    • Boldi, P.1    Santini, M.2    Vigna, S.3
  • 20
    • 77954613480 scopus 로고    scopus 로고
    • Tracking the random surfer: Empirically measured teleportation parameters in PageRank
    • Raleigh, NC, USA
    • D. Gleich, P. Constantine, A. Flaxman, and A. Gunawardana, "Tracking the random surfer: Empirically measured teleportation parameters in PageRank," in Proc. 19th Int. Conf. WWW, Raleigh, NC, USA, 2010, pp. 381-390.
    • (2010) Proc. 19th Int. Conf. WWW , pp. 381-390
    • Gleich, D.1    Constantine, P.2    Flaxman, A.3    Gunawardana, A.4
  • 21
    • 84964109560 scopus 로고
    • The analysis of sociograms using matrix algebra
    • L. Festinger, "The analysis of sociograms using matrix algebra," Hum. Relat., vol. 2, no. 2, pp. 153-158, 1949.
    • (1949) Hum. Relat. , vol.2 , Issue.2 , pp. 153-158
    • Festinger, L.1
  • 22
    • 33747876638 scopus 로고    scopus 로고
    • PageRank revisited
    • M. Brinkmeier, "PageRank revisited," ACM TOIT, vol. 6, no. 3, pp. 282-301, 2006.
    • (2006) ACM TOIT , vol.6 , Issue.3 , pp. 282-301
    • Brinkmeier, M.1
  • 23
    • 0242507622 scopus 로고    scopus 로고
    • Where to start browsing the web?
    • Innovative Internet Community Systems, Berlin, Germany: Springer, [Online]
    • D. Fogaras, "Where to start browsing the web?" in Innovative Internet Community Systems, Berlin, Germany: Springer, 2003, LNCS 2877 [Online]. Available: http://www.springerlink.com/content/v3q5d15tp6mbdvd7
    • (2003) LNCS , vol.2877
    • Fogaras, D.1
  • 24
    • 0034790706 scopus 로고    scopus 로고
    • Modifications of Kleinberg's HITS algorithm using matrix exponentiation and web log records
    • New Orleans, LA, USA
    • J. Miller et al., "Modifications of Kleinberg's HITS algorithm using matrix exponentiation and web log records," in Proc. 24th SIGIR, New Orleans, LA, USA, 2001, pp. 444-445.
    • (2001) Proc. 24th SIGIR , pp. 444-445
    • Miller, J.1
  • 25
    • 0035420732 scopus 로고    scopus 로고
    • Random graphs with arbitrary degree distributions and their applications
    • M. Newman, S. Strogatz, and D. Watts, "Random graphs with arbitrary degree distributions and their applications," Phys. Rev. E, vol. 64, no. 2, pp. 1-17, 2001.
    • (2001) Phys. Rev. E , vol.64 , Issue.2 , pp. 1-17
    • Newman, M.1    Strogatz, S.2    Watts, D.3
  • 26
    • 33750380768 scopus 로고    scopus 로고
    • Total rank: Ranking without damping
    • Chiba, Japan
    • P. Boldi, "Total rank: Ranking without damping," in Proc. 14th Int. Conf. WWW, Chiba, Japan, 2005, pp. 898-899.
    • (2005) Proc. 14th Int. Conf. WWW , pp. 898-899
    • Boldi, P.1
  • 30
    • 84948468462 scopus 로고    scopus 로고
    • Multidamping simulation framework for link-based ranking
    • A. Frommer, M. Mahoney, and D. Szyld, Eds. Wadern, Germany: IBFI, Schloss Dagstuhl
    • G. Kollias and E. Gallopoulos, "Multidamping simulation framework for link-based ranking," in Web Information Retrieval and Linear Algebra Algorithms, A. Frommer, M. Mahoney, and D. Szyld, Eds. Wadern, Germany: IBFI, Schloss Dagstuhl, 2007.
    • (2007) Web Information Retrieval and Linear Algebra Algorithms
    • Kollias, G.1    Gallopoulos, E.2
  • 31
    • 84972526617 scopus 로고
    • Limits for the characteristic roots of a matrix. IV: Applications to stochastic matrices
    • A. Brauer, "Limits for the characteristic roots of a matrix. IV: Applications to stochastic matrices," Duke Math. J., vol. 19, no. 1,pp. 75-91, 1952.
    • (1952) Duke Math. J. , vol.19 , Issue.1 , pp. 75-91
    • Brauer, A.1
  • 32
    • 38149027373 scopus 로고    scopus 로고
    • Monte Carlo methods in PageRank computation: When one iteration is sufficient
    • K. Avrachenkov, N. Litvak, D. Nemirovsky, and N. Osipova, "Monte Carlo methods in PageRank computation: When one iteration is sufficient," SIAM J. Numer. Anal., vol. 45, no. 2, pp. 890-904, 2007.
    • (2007) SIAM J. Numer. Anal. , vol.45 , Issue.2 , pp. 890-904
    • Avrachenkov, K.1    Litvak, N.2    Nemirovsky, D.3    Osipova, N.4
  • 35
    • 16244392071 scopus 로고    scopus 로고
    • Inside PageRank
    • Feb. [Online]
    • M. Bianchini, M. Gori, and F. Scarselli, "Inside PageRank," ACM Trans. Internet Technol., vol. 5, pp. 92-128, Feb. 2005 [Online]. Available: http://doi.acm.org/10.1145/1052934.1052938
    • (2005) ACM Trans. Internet Technol. , vol.5 , pp. 92-128
    • Bianchini, M.1    Gori, M.2    Scarselli, F.3
  • 37
    • 35048902592 scopus 로고    scopus 로고
    • Towards scaling fully personalized PageRank
    • Rome, Italy
    • D. Fogaras and B. Rácz, "Towards scaling fully personalized PageRank," in Proc. Algorithms Models Web-Graph, Rome, Italy, 2004, pp. 105-117.
    • (2004) Proc. Algorithms Models Web-Graph , pp. 105-117
    • Fogaras, D.1    Rácz, B.2
  • 38
    • 77956541733 scopus 로고    scopus 로고
    • Distributed randomized algorithms for the PageRank computation
    • Sept.
    • H. Ishii and R. Tempo, "Distributed randomized algorithms for the PageRank computation," IEEE Trans. Autom. Control, vol. 55, no. 9, pp. 1987-2002, Sept. 2010.
    • (2010) IEEE Trans. Autom. Control , vol.55 , Issue.9 , pp. 1987-2002
    • Ishii, H.1    Tempo, R.2
  • 39
    • 19944376183 scopus 로고    scopus 로고
    • The webgraph framework I: Compression techniques
    • New York, NY, USA
    • P. Boldi and S. Vigna, "The webgraph framework I: Compression techniques," in Proc. 13th Int. Conf. WWW, New York, NY, USA, 2004, pp. 595-601.
    • (2004) Proc. 13th Int. Conf. WWW , pp. 595-601
    • Boldi, P.1    Vigna, S.2
  • 41
    • 0033721503 scopus 로고    scopus 로고
    • Graph structure in the web
    • A. Broder et al., "Graph structure in the web," Comput. Netw., vol. 33, no. 1, pp. 309-320, 2000.
    • (2000) Comput. Netw. , vol.33 , Issue.1 , pp. 309-320
    • Broder, A.1
  • 42
    • 0002282074 scopus 로고
    • A new measure of rank correlation
    • M. Kendall, "A new measure of rank correlation," Biometrika, vol. 30, no. 1/2, pp. 81-93, 1938.
    • (1938) Biometrika , vol.30 , Issue.1-2 , pp. 81-93
    • Kendall, M.1
  • 43
    • 0041848443 scopus 로고    scopus 로고
    • Topic-sensitive PageRank: A context-sensitive ranking algorithm for web search
    • Jul./Aug.
    • T. H. Haveliwala, "Topic-sensitive PageRank: A context-sensitive ranking algorithm for web search," IEEE Trans. Knowl. Data Eng., vol. 15, no. 4, pp. 784-796, Jul./Aug. 2003.
    • (2003) IEEE Trans. Knowl. Data Eng. , vol.15 , Issue.4 , pp. 784-796
    • Haveliwala, T.H.1
  • 44
    • 80053438862 scopus 로고    scopus 로고
    • Scaling personalized web search
    • New York, NY, USA, May
    • G. Jeh and J. Widom, "Scaling personalized web search," in Proc. 12th Int. Conf. WWW, New York, NY, USA, May 2003.
    • (2003) Proc. 12th Int. Conf. WWW
    • Jeh, G.1    Widom, J.2
  • 45
    • 85011105564 scopus 로고    scopus 로고
    • RankMass crawler: A crawler with high personalized PageRank coverage guarantee
    • Online
    • J. Cho and U. Schonfeld, "RankMass crawler: A crawler with high personalized PageRank coverage guarantee," in Proc. 33rd Int. Conf. VLDB, 2007, pp. 375-386 [Online]. Available: http://dl.acm.org/citation.cfm?id=1325851.1325897
    • (2007) Proc. 33rd Int. Conf. VLDB , pp. 375-386
    • Cho, J.1    Schonfeld, U.2
  • 48
    • 84924122981 scopus 로고    scopus 로고
    • Towards scaling fully personalized PageRank: Algorithms, lower bounds, and experiments
    • D. Fogaras, B. Rácz, K. Csalogány, and T. Sarlós, "Towards scaling fully personalized PageRank: Algorithms, lower bounds, and experiments," Internet Math., vol. 2, no. 3, pp. 333-358, 2005.
    • (2005) Internet Math. , vol.2 , Issue.3 , pp. 333-358
    • Fogaras, D.1    Rácz, B.2    Csalogány, K.3    Sarlós, T.4
  • 49
    • 79960170113 scopus 로고    scopus 로고
    • Fast incremental and personalized PageRank
    • Dec. [Online]
    • B. Bahmani, A. Chowdhury, and A. Goel, "Fast incremental and personalized PageRank," Proc. VLDB, vol. 4, no. 3, pp. 173-184, Dec. 2010 [Online]. Available: http://dl.acm.org/citation.cfm?id=1929861.1929864
    • (2010) Proc. VLDB , vol.4 , Issue.3 , pp. 173-184
    • Bahmani, B.1    Chowdhury, A.2    Goel, A.3
  • 50
    • 80051536979 scopus 로고    scopus 로고
    • Arnoldi versus GMRES for computing PageRank: A theoretical contribution to Google's PageRank problem
    • Jul. [Online]
    • G. Wu and Y. Wei, "Arnoldi versus GMRES for computing PageRank: A theoretical contribution to Google's PageRank problem," ACM Trans. Inf. Syst., vol. 28, pp. 11:1-11:28, Jul. 2010 [Online]. Available: http://doi.acm.org/10.1145/1777432.1777434
    • (2010) ACM Trans. Inf. Syst. , vol.28 , pp. 11:1-11:28
    • Wu, G.1    Wei, Y.2
  • 51
    • 0034353669 scopus 로고    scopus 로고
    • Rational matrix functions and rank-1 updates
    • D. Bernstein and C. Van Loan, "Rational matrix functions and rank-1 updates," SIAM J. Matrix Anal. Appl., vol. 22, no. 1, pp. 145-154, 2000.
    • (2000) SIAM J. Matrix Anal. Appl. , vol.22 , Issue.1 , pp. 145-154
    • Bernstein, D.1    Van Loan, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.