메뉴 건너뛰기




Volumn 2015-May, Issue , 2015, Pages 1571-1585

BEAR: Block elimination approach for random walk with restart on large graphs

Author keywords

Proximity; Random walk with restart; Relevance score

Indexed keywords

DATA MINING; RANDOM PROCESSES;

EID: 84957598819     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2723372.2723716     Document Type: Conference Paper
Times cited : (80)

References (46)
  • 1
    • 10944272139 scopus 로고    scopus 로고
    • Friends and neighbors on the web
    • L. A. Adamic and E. Adar. Friends and neighbors on the web. Social Networks, 25(3):211-230, 2003.
    • (2003) Social Networks , vol.25 , Issue.3 , pp. 211-230
    • Adamic, L.A.1    Adar, E.2
  • 2
    • 0034721164 scopus 로고    scopus 로고
    • Error and attack tolerance of complex networks
    • R. Albert, H. Jeong, and A.-L. Barabasi. Error and attack tolerance of complex networks. Nature, 406(6794):378-382, 2000.
    • (2000) Nature , vol.406 , Issue.6794 , pp. 378-382
    • Albert, R.1    Jeong, H.2    Barabasi, A.-L.3
  • 3
    • 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, pages 475-486, 2006.
    • (2006) FOCS , pp. 475-486
    • Andersen, R.1    Chung, F.2    Lang, K.3
  • 4
    • 84858010856 scopus 로고    scopus 로고
    • Overlapping clusters for distributed computation
    • R. Andersen, D. F. Gleich, and V. Mirrokni. Overlapping clusters for distributed computation. In WSDM, pages 273-282, 2012.
    • (2012) WSDM , pp. 273-282
    • Andersen, R.1    Gleich, D.F.2    Mirrokni, V.3
  • 5
    • 84859166305 scopus 로고    scopus 로고
    • Simrank++: Query rewriting through link analysis of the click graph
    • I. Antonellis, H. G. Molina, and C. C. Chang. Simrank++: Query rewriting through link analysis of the click graph. PVLDB, 1(1):408-421, 2008.
    • (2008) PVLDB , vol.1 , Issue.1 , pp. 408-421
    • Antonellis, I.1    Molina, H.G.2    Chang, C.C.3
  • 6
    • 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, pages 635-644, 2011.
    • (2011) WSDM , pp. 635-644
    • Backstrom, L.1    Leskovec, J.2
  • 7
    • 85068537403 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, pages 564-575, 2004.
    • (2004) VLDB , pp. 564-575
    • Balmin, A.1    Hristidis, V.2    Papakonstantinou, Y.3
  • 9
    • 84889562703 scopus 로고    scopus 로고
    • Accurate and scalable nearest neighbors in large networks based on effective importance
    • P. Bogdanov and A. Singh. Accurate and scalable nearest neighbors in large networks based on effective importance. In CIKM, pages 1009-1018, 2013.
    • (2013) CIKM , pp. 1009-1018
    • Bogdanov, P.1    Singh, A.2
  • 12
    • 2942534526 scopus 로고    scopus 로고
    • R-mat: A recursive model for graph mining
    • D. Chakrabarti, Y. Zhan, and C. Faloutsos. R-mat: A recursive model for graph mining. In SDM, volume 4, pages 442-446, 2004.
    • (2004) SDM , vol.4 , pp. 442-446
    • Chakrabarti, D.1    Zhan, Y.2    Faloutsos, C.3
  • 13
    • 79957496158 scopus 로고    scopus 로고
    • Index design and query processing for graph conductance search
    • S. Chakrabarti, A. Pathak, and M. Gupta. Index design and query processing for graph conductance search. PVLDB, 20(3):445-470, 2011.
    • (2011) PVLDB , vol.20 , Issue.3 , pp. 445-470
    • Chakrabarti, S.1    Pathak, A.2    Gupta, M.3
  • 15
    • 84943639849 scopus 로고
    • Random walks and electric networks
    • P. G. Doyle and J. L. Snell. Random walks and electric networks. AMC, 10:12, 1984.
    • (1984) AMC , vol.10 , pp. 12
    • Doyle, P.G.1    Snell, J.L.2
  • 16
    • 84863768837 scopus 로고    scopus 로고
    • Fast and exact top-k search for random walk with restart
    • Y. Fujiwara, M. Nakatsuji, M. Onizuka, and M. Kitsuregawa. Fast and exact top-k search for random walk with restart. PVLDB, 5(5):442-453, 2012.
    • (2012) PVLDB , vol.5 , Issue.5 , pp. 442-453
    • Fujiwara, Y.1    Nakatsuji, M.2    Onizuka, M.3    Kitsuregawa, M.4
  • 18
    • 80051481471 scopus 로고    scopus 로고
    • Approximating personalized pagerank with minimal use of web graph data
    • D. Gleich and M. Polito. Approximating personalized pagerank with minimal use of web graph data. Internet Mathematics, 3(3):257-294, 2006.
    • (2006) Internet Mathematics , vol.3 , Issue.3 , pp. 257-294
    • Gleich, D.1    Polito, M.2
  • 19
    • 84866034527 scopus 로고    scopus 로고
    • Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
    • D. F. Gleich and C. Seshadhri. Vertex neighborhoods, low conductance cuts, and good seeds for local community methods. In KDD, pages 597-605, 2012.
    • (2012) KDD , pp. 597-605
    • Gleich, D.F.1    Seshadhri, C.2
  • 20
    • 57349109369 scopus 로고    scopus 로고
    • Fast algorithms for topk personalized pagerank queries
    • M. Gupta, A. Pathak, and S. Chakrabarti. Fast algorithms for topk personalized pagerank queries. In WWW, pages 1225-1226, 2008.
    • (2008) WWW , pp. 1225-1226
    • Gupta, M.1    Pathak, A.2    Chakrabarti, S.3
  • 22
    • 0242625250 scopus 로고    scopus 로고
    • Simrank: A measure of structural-context similarity
    • G. Jeh and J. Widom. Simrank: a measure of structural-context similarity. In KDD, pages 538-543, 2002.
    • (2002) KDD , pp. 538-543
    • Jeh, G.1    Widom, J.2
  • 23
    • 84857180154 scopus 로고    scopus 로고
    • Beyond 'caveman communities': Hubs and spokes for graph compression and mining
    • U. Kang and C. Faloutsos. Beyond 'caveman communities': Hubs and spokes for graph compression and mining. In ICDM, pages 300-309, 2011.
    • (2011) ICDM , pp. 300-309
    • Kang, U.1    Faloutsos, C.2
  • 24
    • 84898051720 scopus 로고    scopus 로고
    • Big graph mining: Algorithms and discoveries
    • U. Kang and C. Faloutsos. Big graph mining: algorithms and discoveries. SIGKDD Explorations, 14(2):29-36, 2012.
    • (2012) SIGKDD Explorations , vol.14 , Issue.2 , pp. 29-36
    • Kang, U.1    Faloutsos, C.2
  • 26
    • 74549154492 scopus 로고    scopus 로고
    • Ming: Mining informative entity relationship subgraphs
    • G. Kasneci, S. Elbassuoni, and G. Weikum. Ming: mining informative entity relationship subgraphs. In CIKM, pages 1653-1656, 2009.
    • (2009) CIKM , pp. 1653-1656
    • Kasneci, G.1    Elbassuoni, S.2    Weikum, G.3
  • 28
    • 84924178998 scopus 로고    scopus 로고
    • Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters
    • J. Leskovec, K. J. Lang, A. Dasgupta, and M. W. Mahoney. Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters. Internet Mathematics, 6(1):29-123, 2009.
    • (2009) Internet Mathematics , vol.6 , Issue.1 , pp. 29-123
    • Leskovec, J.1    Lang, K.J.2    Dasgupta, A.3    Mahoney, M.W.4
  • 30
    • 84910103691 scopus 로고    scopus 로고
    • Slashburn: Graph compression and mining beyond caveman communities
    • Y. Lim, U. Kang, and C. Faloutsos. Slashburn: Graph compression and mining beyond caveman communities. IEEE Trans. Knowl. Data Eng., 26(12):3077-3089, 2014.
    • (2014) IEEE Trans. Knowl. Data Eng. , vol.26 , Issue.12 , pp. 3077-3089
    • Lim, Y.1    Kang, U.2    Faloutsos, C.3
  • 31
    • 74549164188 scopus 로고    scopus 로고
    • Matchsim: A novel neighbor-based similarity measure with maximum neighborhood matching
    • Z. Lin, M. R. Lyu, and I. King. Matchsim: a novel neighbor-based similarity measure with maximum neighborhood matching. In CIKM, pages 1613-1616, 2009.
    • (2009) CIKM , pp. 1613-1616
    • Lin, Z.1    Lyu, M.R.2    King, I.3
  • 32
    • 84899013108 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • A. Y. Ng, M. I. Jordan, and Y. Weiss. On spectral clustering: Analysis and an algorithm. NIPS, 2:849-856, 2002.
    • (2002) NIPS , vol.2 , pp. 849-856
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 34
    • 12244311479 scopus 로고    scopus 로고
    • Automatic multimedia cross-modal correlation discovery
    • J.-Y. Pan, H.-J. Yang, C. Faloutsos, and P. Duygulu. Automatic multimedia cross-modal correlation discovery. In KDD, pages 653-658, 2004.
    • (2004) KDD , pp. 653-658
    • Pan, J.-Y.1    Yang, H.-J.2    Faloutsos, C.3    Duygulu, P.4
  • 35
    • 34748909858 scopus 로고
    • Inverting a sum of matrices
    • W. W. Piegorsch and G. Casella. Inverting a sum of matrices. SIAM Review, 32(3):470-470, 1990.
    • (1990) SIAM Review , vol.32 , Issue.3 , pp. 470
    • Piegorsch, W.W.1    Casella, G.2
  • 37
    • 80053203488 scopus 로고    scopus 로고
    • A tractable approach to finding closest truncated-commute-time neighbors in large graphs
    • P. Sarkar and A. W. Moore. A tractable approach to finding closest truncated-commute-time neighbors in large graphs. In UAI, pages 335-343, 2007.
    • (2007) UAI , pp. 335-343
    • Sarkar, P.1    Moore, A.W.2
  • 38
    • 77956202102 scopus 로고    scopus 로고
    • Fast nearest-neighbor search in disk-resident graphs
    • P. Sarkar and A. W. Moore. Fast nearest-neighbor search in disk-resident graphs. In KDD, pages 513-522, 2010.
    • (2010) KDD , pp. 513-522
    • Sarkar, P.1    Moore, A.W.2
  • 39
    • 34548580783 scopus 로고    scopus 로고
    • Neighborhood formation and anomaly detection in bipartite graphs
    • J. Sun, H. Qu, D. Chakrabarti, and C. Faloutsos. Neighborhood formation and anomaly detection in bipartite graphs. In ICDM, pages 418-425, 2005.
    • (2005) ICDM , pp. 418-425
    • Sun, J.1    Qu, H.2    Chakrabarti, D.3    Faloutsos, C.4
  • 40
    • 33749577591 scopus 로고    scopus 로고
    • Center-piece subgraphs: Problem definition and fast solutions
    • H. Tong and C. Faloutsos. Center-piece subgraphs: problem definition and fast solutions. In KDD, pages 404-413, 2006.
    • (2006) KDD , pp. 404-413
    • Tong, H.1    Faloutsos, C.2
  • 41
    • 36849032888 scopus 로고    scopus 로고
    • Fast best-effort pattern matching in large attributed graphs
    • H. Tong, C. Faloutsos, B. Gallagher, and T. Eliassi-Rad. Fast best-effort pattern matching in large attributed graphs. In KDD, pages 737-746, 2007.
    • (2007) KDD , pp. 737-746
    • Tong, H.1    Faloutsos, C.2    Gallagher, B.3    Eliassi-Rad, T.4
  • 42
    • 41149096059 scopus 로고    scopus 로고
    • Random walk with restart: Fast solutions and applications
    • H. Tong, C. Faloutsos, and J.-Y. Pan. Random walk with restart: fast solutions and applications. KAIS, 14(3):327-346, 2008.
    • (2008) KAIS , vol.14 , Issue.3 , pp. 327-346
    • Tong, H.1    Faloutsos, C.2    Pan, J.-Y.3
  • 43
    • 84889587455 scopus 로고    scopus 로고
    • Overlapping community detection using seed set expansion
    • J. J. Whang, D. F. Gleich, and I. S. Dhillon. Overlapping community detection using seed set expansion. In CIKM, pages 2099-2108, 2013.
    • (2013) CIKM , pp. 2099-2108
    • Whang, J.J.1    Gleich, D.F.2    Dhillon, I.S.3
  • 44
    • 84904279464 scopus 로고    scopus 로고
    • Fast and unified local search for random walk based k-nearest-neighbor query in large graphs
    • Y. Wu, R. Jin, and X. Zhang. Fast and unified local search for random walk based k-nearest-neighbor query in large graphs. In SIGMOD, pages 1139-1150, 2014.
    • (2014) SIGMOD , pp. 1139-1150
    • Wu, Y.1    Jin, R.2    Zhang, X.3
  • 45
    • 84871059906 scopus 로고    scopus 로고
    • Evaluating geo-social inuence in location-based social networks
    • C. Zhang, L. Shou, K. Chen, G. Chen, and Y. Bei. Evaluating geo-social inuence in location-based social networks. In CIKM, pages 1442-1451, 2012.
    • (2012) CIKM , pp. 1442-1451
    • Zhang, C.1    Shou, L.2    Chen, K.3    Chen, G.4    Bei, Y.5
  • 46
    • 84907029046 scopus 로고    scopus 로고
    • A local algorithm for finding well-connected clusters
    • Z. A. Zhu, S. Lattanzi, and V. Mirrokni. A local algorithm for finding well-connected clusters. In ICML, pages 396-404, 2013.
    • (2013) ICML , pp. 396-404
    • Zhu, Z.A.1    Lattanzi, S.2    Mirrokni, V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.