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Volumn 2015-August, Issue , 2015, Pages 1325-1334

Edge-weighted personalized PageRank: Breaking a decade-old performance barrier

Author keywords

Model reduction; Personalized PageRank

Indexed keywords

INFORMATION MANAGEMENT;

EID: 84954194314     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2783258.2783278     Document Type: Conference Paper
Times cited : (44)

References (44)
  • 1
    • 84970875699 scopus 로고    scopus 로고
    • GNU Linear Programming Kit. http://www.gnu.org/software/glpk/.
  • 2
    • 84970914976 scopus 로고    scopus 로고
    • SciPy. http://www.scipy.org/index.html.
  • 4
    • 38749085661 scopus 로고    scopus 로고
    • Local graph partitioning using PageRank vectors
    • R. Andersen, F. Chung, and K. Lang. Local graph partitioning using PageRank vectors. In FOCS, 2006.
    • (2006) FOCS
    • Andersen, R.1    Chung, F.2    Lang, K.3
  • 5
    • 70350227814 scopus 로고    scopus 로고
    • Approximation of large-scale dynamical systems
    • A. C. Antoulas. Approximation of Large-Scale Dynamical Systems. SIAM, 2005.
    • (2005) SIAM
    • Antoulas, A.C.1
  • 7
    • 79952402158 scopus 로고    scopus 로고
    • Supervised random walks: Predicting and recommending links in social networks
    • L. Backstrom and J. Leskovec. Supervised random walks: predicting and recommending links in social networks. In WSDM, 2011.
    • (2011) WSDM
    • Backstrom, L.1    Leskovec, J.2
  • 8
    • 79960170113 scopus 로고    scopus 로고
    • Fast incremental and personalized pagerank
    • B. Bahmani, A. Chowdhury, and A. Goel. Fast incremental and personalized pagerank. PVLDB, 4(3):173-184, 2010.
    • (2010) PVLDB , vol.4 , Issue.3 , pp. 173-184
    • Bahmani, B.1    Chowdhury, A.2    Goel, A.3
  • 9
    • 28444467516 scopus 로고    scopus 로고
    • Objectrank: Authority-based keyword search in databases
    • A. Balmin, V. Hristidis, and Y. Papakonstantinou. Objectrank: Authority-based keyword search in databases. In VLDB, 2004.
    • (2004) VLDB
    • Balmin, A.1    Hristidis, V.2    Papakonstantinou, Y.3
  • 10
    • 77954235092 scopus 로고    scopus 로고
    • A survey on PageRank computing
    • P. Berkhin. A survey on PageRank computing. Internet Mathematics, 2(1):73-120, 2005.
    • (2005) Internet Mathematics , vol.2 , Issue.1 , pp. 73-120
    • Berkhin, P.1
  • 11
    • 84924195580 scopus 로고    scopus 로고
    • Bookmark-coloring algorithm for personalized PageRank computing
    • P. Berkhin. Bookmark-Coloring Algorithm for Personalized PageRank Computing. Internet Mathematics, 3:41-62, 2006.
    • (2006) Internet Mathematics , vol.3 , pp. 41-62
    • Berkhin, P.1
  • 12
    • 84906871533 scopus 로고    scopus 로고
    • Scalable topic-specific influence analysis on microblogs
    • B. Bi, Y. Tian, Y. Sismanis, A. Balmin, and J. Cho. Scalable topic-specific influence analysis on microblogs. In WSDM, 2014.
    • (2014) WSDM
    • Bi, B.1    Tian, Y.2    Sismanis, Y.3    Balmin, A.4    Cho, J.5
  • 13
    • 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. Computer networks and ISDN systems, 30(1):107-117, 1998.
    • (1998) Computer Networks and ISDN Systems , vol.30 , Issue.1 , pp. 107-117
    • Brin, S.1    Page, L.2
  • 15
    • 78149314237 scopus 로고    scopus 로고
    • Nonlinear model reduction via discrete empirical interpolation
    • S. Chaturantabut and D. C. Sorensen. Nonlinear model reduction via discrete empirical interpolation. SIAM J. Sci. Comput., 32(5):2737-2764, 2010.
    • (2010) SIAM J. Sci. Comput. , vol.32 , Issue.5 , pp. 2737-2764
    • Chaturantabut, S.1    Sorensen, D.C.2
  • 16
    • 38149071002 scopus 로고    scopus 로고
    • Using polynomial chaos to compute the influence of multiple random surfers in the pagerank model
    • Springer
    • P. G. Constantine and D. F. Gleich. Using polynomial chaos to compute the influence of multiple random surfers in the pagerank model. In Algorithms and Models for the Web-Graph, pages 82-95. Springer, 2007.
    • (2007) Algorithms and Models for the Web-Graph , pp. 82-95
    • Constantine, P.G.1    Gleich, D.F.2
  • 19
    • 81555200702 scopus 로고    scopus 로고
    • A factorization of the spectral galerkin system for parameterized matrix equations: Derivation and applications
    • P. G. Constantine, D. F. Gleich, and G. Iaccarino. A factorization of the spectral Galerkin system for parameterized matrix equations: Derivation and applications. SIAM J. Sci. Comput., 33(5):2995-3009, 2011.
    • (2011) SIAM J. Sci. Comput. , vol.33 , Issue.5 , pp. 2995-3009
    • Constantine, P.G.1    Gleich, D.F.2    Iaccarino, G.3
  • 20
    • 84866015286 scopus 로고    scopus 로고
    • Incorporating heterogeneous information for personalized tag recommendation in social tagging systems
    • W. Feng and J. Wang. Incorporating heterogeneous information for personalized tag recommendation in social tagging systems. In KDD, 2012.
    • (2012) KDD
    • Feng, W.1    Wang, J.2
  • 21
    • 80052688388 scopus 로고    scopus 로고
    • Semi-supervised ranking on very large graphs with rich metadata
    • B. Gao, T.-Y. Liu, W. Wei, T. Wang, and H. Li. Semi-supervised ranking on very large graphs with rich metadata. In KDD, 2011.
    • (2011) KDD
    • Gao, B.1    Liu, T.-Y.2    Wei, W.3    Wang, T.4    Li, H.5
  • 23
    • 0004236492 scopus 로고    scopus 로고
    • The Johns Hopkins University Press, fourth edition
    • G. Golub and C. Van Loan. Matrix Computations. The Johns Hopkins University Press, fourth edition, 2012.
    • (2012) Matrix Computations
    • Golub, G.1    Van Loan, C.2
  • 25
    • 0000614227 scopus 로고
    • Condition estimates
    • W. Hager. Condition estimates. SIAM J. Sci. Stat. Comput., 5(2):311-316, 1984.
    • (1984) SIAM J. Sci. Stat. Comput. , vol.5 , Issue.2 , pp. 311-316
    • Hager, W.1
  • 26
    • 77953061730 scopus 로고    scopus 로고
    • Topic-sensitive PageRank
    • T. H. Haveliwala. Topic-sensitive PageRank. In WWW, 2002.
    • (2002) WWW
    • Haveliwala, T.H.1
  • 27
    • 0034144755 scopus 로고    scopus 로고
    • A block algorithm for matrix 1-norm estimation with an application to 1-norm pseudospectra
    • N. J. Higham and F. Tisseur. A block algorithm for matrix 1-norm estimation with an application to 1-norm pseudospectra. SIAM J. Matrix Anal. Appl., 21:1185-1201, 2000.
    • (2000) SIAM J. Matrix Anal. Appl. , vol.21 , pp. 1185-1201
    • Higham, N.J.1    Tisseur, F.2
  • 28
    • 84897455774 scopus 로고    scopus 로고
    • Efficient ranking on entity graphs with personalized relationships
    • V. Hristidis, Y. Wu, and L. Raschid. Efficient ranking on entity graphs with personalized relationships. IEEE Trans. Knowl. Data Eng., 26(4):850-863, 2014.
    • (2014) IEEE Trans. Knowl. Data Eng. , vol.26 , Issue.4 , pp. 850-863
    • Hristidis, V.1    Wu, Y.2    Raschid, L.3
  • 29
    • 80053438862 scopus 로고    scopus 로고
    • Scaling personalized web search
    • G. Jeh and J. Widom. Scaling personalized web search. In WWW, 2003.
    • (2003) WWW
    • Jeh, G.1    Widom, J.2
  • 30
    • 70349748442 scopus 로고    scopus 로고
    • Ranking spaces for predicting human movement in an urban environment
    • B. Jiang. Ranking spaces for predicting human movement in an urban environment. International Journal of Geographical Information Science, 23(7):823-837, 2009.
    • (2009) International Journal of Geographical Information Science , vol.23 , Issue.7 , pp. 823-837
    • Jiang, B.1
  • 31
    • 77954647813 scopus 로고    scopus 로고
    • Generalized distances between rankings
    • R. Kumar and S. Vassilvitskii. Generalized distances between rankings. In WWW, 2010.
    • (2010) WWW
    • Kumar, R.1    Vassilvitskii, S.2
  • 33
    • 0001563525 scopus 로고
    • Quasi-random sequences and their discrepancies
    • W. J. Morokoff and R. E. Caflisch. Quasi-random sequences and their discrepancies. SIAM J. Sci. Comput., 15(6):1251-1279, 1994.
    • (1994) SIAM J. Sci. Comput. , vol.15 , Issue.6 , pp. 1251-1279
    • Morokoff, W.J.1    Caflisch, R.E.2
  • 34
    • 33749546453 scopus 로고    scopus 로고
    • Object-level ranking: Bringing order to web objects
    • Z. Nie, Y. Zhang, J.-R. Wen, and W.-Y. Ma. Object-level ranking: bringing order to web objects. In WWW, 2005.
    • (2005) WWW
    • Nie, Z.1    Zhang, Y.2    Wen, J.-R.3    Ma, W.-Y.4
  • 35
    • 84926516776 scopus 로고    scopus 로고
    • An adaptive and efficient greedy procedure for the optimal training of parametric reduced-order models
    • A. Paul-Duboise-Taine and D. Amsallem. An adaptive and efficient greedy procedure for the optimal training of parametric reduced-order models. Int. J. Numer. Meth. Engng., 2014.
    • (2014) Int. J. Numer. Meth. Engng.
    • Paul-Duboise-Taine, A.1    Amsallem, D.2
  • 37
    • 9244228981 scopus 로고    scopus 로고
    • A new look at proper orthogonal decomposition
    • M. Rathinam and L. R. Petzold. A new look at proper orthogonal decomposition. SIAM J. Num. Anal., 41(5):1893-1925, 2003.
    • (2003) SIAM J. Num. Anal. , vol.41 , Issue.5 , pp. 1893-1925
    • Rathinam, M.1    Petzold, L.R.2
  • 38
    • 79952239413 scopus 로고    scopus 로고
    • Armadillo: An open source C++ linear algebra library for fast prototyping and computationally intensive experiments
    • Australia, October
    • C. Sanderson. Armadillo: An open source C++ linear algebra library for fast prototyping and computationally intensive experiments. Technical report, NICTA, Australia, October 2010.
    • (2010) Technical Report, NICTA
    • Sanderson, C.1
  • 40
    • 65449166085 scopus 로고    scopus 로고
    • ArnetMiner: Extraction and mining of academic social networks
    • J. Tang, J. Zhang, L. Yao, J. Li, L. Zhang, and Z. Su. ArnetMiner: extraction and mining of academic social networks. In KDD, 2008.
    • (2008) KDD
    • Tang, J.1    Zhang, J.2    Yao, L.3    Li, J.4    Zhang, L.5    Su, Z.6
  • 41
    • 52649175333 scopus 로고    scopus 로고
    • Explaining and reformulating authority flow queries
    • R. Varadarajan, V. Hristidis, and L. Raschid. Explaining and reformulating authority flow queries. In ICDE, 2008.
    • (2008) ICDE
    • Varadarajan, R.1    Hristidis, V.2    Raschid, L.3
  • 43
    • 77950897279 scopus 로고    scopus 로고
    • TwitterRank: Finding topic-sensitive influential twitterers
    • J. Weng, E.-P. Lim, J. Jiang, and Q. He. TwitterRank: finding topic-sensitive influential twitterers. In WSDM, 2010.
    • (2010) WSDM
    • Weng, J.1    Lim, E.-P.2    Jiang, J.3    He, Q.4
  • 44
    • 4544264847 scopus 로고    scopus 로고
    • Weighted PageRank algorithm
    • W. Xing and A. Ghorbani. Weighted PageRank algorithm. In CNSR, 2004.
    • (2004) CNSR
    • Xing, W.1    Ghorbani, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.