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Volumn , Issue , 2012, Pages 15-23

Efficient personalized pagerank with accuracy assurance

Author keywords

personalized pagerank; relevance computation

Indexed keywords

GRAPH MINING; ITERATIVE APPROACH; NON-ITERATIVE; ORDERS OF MAGNITUDE; PAGERANK; RANDOM SURFER MODELS; SPARSE MATRICES;

EID: 84866039593     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2339530.2339538     Document Type: Conference Paper
Times cited : (71)

References (39)
  • 1
    • 38749085661 scopus 로고    scopus 로고
    • Local Graph Partitioning Using PageRank Vectors
    • R. Andersen, F. R. K. Chung, and K. J. Lang. Local Graph Partitioning Using PageRank Vectors. In FOCS, pages 475-486, 2006.
    • (2006) FOCS , pp. 475-486
    • Andersen, R.1    Chung, F.R.K.2    Lang, K.J.3
  • 4
    • 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
  • 5
    • 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
  • 7
    • 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. VLDB J., 20(3):445-470, 2011.
    • (2011) VLDB J. , vol.20 , Issue.3 , pp. 445-470
    • Chakrabarti, S.1    Pathak, A.2    Gupta, M.3
  • 8
    • 18744409364 scopus 로고    scopus 로고
    • Local Methods for Estimating PageRank Values
    • Y.-Y. Chen, Q. Gan, and T. Suel. Local Methods for Estimating PageRank Values. In CIKM, pages 381-389, 2004.
    • (2004) CIKM , pp. 381-389
    • Chen, Y.-Y.1    Gan, Q.2    Suel, T.3
  • 10
    • 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 Mathematics, 2(3), 2005.
    • (2005) Internet Mathematics , vol.2 , Issue.3
    • Fogaras, D.1    Rácz, B.2    Csalogány, K.3    Sarlós, T.4
  • 11
    • 33847766633 scopus 로고    scopus 로고
    • Random-walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation
    • F. Fouss, A. Pirotte, J.-M. Renders, and M. Saerens. Random-walk Computation of Similarities Between Nodes of a Graph with Application to Collaborative Recommendation. IEEE Trans. Knowl. Data Eng., 19(3):355-369, 2007.
    • (2007) IEEE Trans. Knowl. Data Eng. , vol.19 , Issue.3 , pp. 355-369
    • Fouss, F.1    Pirotte, A.2    Renders, J.-M.3    Saerens, M.4
  • 12
    • 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
  • 13
    • 65449133627 scopus 로고    scopus 로고
    • Using Ghost Edges for Classification in Sparsely Labeled Networks
    • B. Gallagher, H. Tong, T. Eliassi-Rad, and C. Faloutsos. Using Ghost Edges for Classification in Sparsely Labeled Networks. In KDD, pages 256-264, 2008.
    • (2008) KDD , pp. 256-264
    • Gallagher, B.1    Tong, H.2    Eliassi-Rad, T.3    Faloutsos, C.4
  • 14
    • 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, pages 96-104, 2011.
    • (2011) KDD , pp. 96-104
    • Gao, B.1    Liu, T.-Y.2    Wei, W.3    Wang, T.4    Li, H.5
  • 15
    • 84880877231 scopus 로고    scopus 로고
    • Itemrank: A Random-walk Based Scoring Algorithm for Recommender Engines
    • M. Gori and A. Pucci. Itemrank: A Random-walk Based Scoring Algorithm for Recommender Engines. In IJCAI, pages 2766-2771, 2007.
    • (2007) IJCAI , pp. 2766-2771
    • Gori, M.1    Pucci, A.2
  • 17
    • 57349109369 scopus 로고    scopus 로고
    • Fast Algorithms for Top-k Personalized PageRank Queries
    • M. S. Gupta, A. Pathak, and S. Chakrabarti. Fast Algorithms for Top-k Personalized PageRank Queries. In WWW, pages 1225-1226, 2008.
    • (2008) WWW , pp. 1225-1226
    • Gupta, M.S.1    Pathak, A.2    Chakrabarti, S.3
  • 18
    • 78651332327 scopus 로고    scopus 로고
    • Citedata: A New Multi-faceted Dataset for Evaluating Personalized Search Performance
    • A. Harpale, Y. Yang, S. Gopal, D. He, and Z. Yue. Citedata: a New Multi-faceted Dataset for Evaluating Personalized Search Performance. In CIKM, pages 549-558, 2010.
    • (2010) CIKM , pp. 549-558
    • Harpale, A.1    Yang, Y.2    Gopal, S.3    He, D.4    Yue, Z.5
  • 20
    • 85015559680 scopus 로고    scopus 로고
    • An Algorithmic Framework for Performing Collaborative Filtering
    • J. L. Herlocker, J. A. Konstan, A. Borchers, and J. Riedl. An Algorithmic Framework for Performing Collaborative Filtering. In SIGIR, pages 230-237, 1999.
    • (1999) SIGIR , pp. 230-237
    • Herlocker, J.L.1    Konstan, J.A.2    Borchers, A.3    Riedl, J.4
  • 21
    • 84866019004 scopus 로고    scopus 로고
    • Scalable Link-based Personalization for Ranking in Entity-relationship Graphs
    • V. Hristidis, L. Raschid, and Y. Wu. Scalable Link-based Personalization for Ranking in Entity-relationship Graphs. In WebDB, 2011.
    • (2011) WebDB
    • Hristidis, V.1    Raschid, L.2    Wu, Y.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
    • 80053438862 scopus 로고    scopus 로고
    • Scaling Personalized Web Search
    • G. Jeh and J. Widom. Scaling Personalized Web Search. In WWW, pages 271-279, 2003.
    • (2003) WWW , pp. 271-279
    • Jeh, G.1    Widom, J.2
  • 25
    • 18744398132 scopus 로고    scopus 로고
    • The Link Prediction Problem for Social Networks
    • D. Liben-Nowell and J. M. Kleinberg. The Link Prediction Problem for Social Networks. In CIKM, pages 556-559, 2003.
    • (2003) CIKM , pp. 556-559
    • Liben-Nowell, D.1    Kleinberg, J.M.2
  • 26
    • 78651297528 scopus 로고    scopus 로고
    • Exploiting User Interests for Collaborative Filtering: Interests Expansion via Personalized Ranking
    • Q. Liu, E. Chen, H. Xiong, and C. H. Q. Ding. Exploiting User Interests for Collaborative Filtering: Interests Expansion via Personalized Ranking. In CIKM, pages 1697-1700, 2010.
    • (2010) CIKM , pp. 1697-1700
    • Liu, Q.1    Chen, E.2    Xiong, H.3    Ding, C.H.Q.4
  • 27
    • 34250684611 scopus 로고    scopus 로고
    • A Uniform Approach to Accelerated PageRank Computation
    • F. McSherry. A Uniform Approach to Accelerated PageRank Computation. In WWW, pages 575-582, 2005.
    • (2005) WWW , pp. 575-582
    • McSherry, F.1
  • 28
    • 80052655046 scopus 로고    scopus 로고
    • Collective Graph Identification
    • G. Namata, S. Kok, and L. Getoor. Collective Graph Identification. In KDD, pages 87-95, 2011.
    • (2011) KDD , pp. 87-95
    • Namata, G.1    Kok, S.2    Getoor, L.3
  • 32
    • 84866019003 scopus 로고    scopus 로고
    • Using Web Graph Structure for Person Name Disambiguation
    • E. Smirnova, K. Avrachenkov, and B. Trousse. Using Web Graph Structure for Person Name Disambiguation. In CLEF, 2010.
    • (2010) CLEF
    • Smirnova, E.1    Avrachenkov, K.2    Trousse, B.3
  • 33
    • 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
  • 34
    • 34748827346 scopus 로고    scopus 로고
    • Fast Random Walk with Restart and Its Applications
    • H. Tong, C. Faloutsos, and J.-Y. Pan. Fast Random Walk with Restart and Its Applications. In ICDM, pages 613-622, 2006.
    • (2006) ICDM , pp. 613-622
    • Tong, H.1    Faloutsos, C.2    Pan, J.-Y.3
  • 35
  • 36
    • 77952376110 scopus 로고    scopus 로고
    • Algorithms for Estimating Relative Importance in Networks
    • S. White and P. Smyth. Algorithms for Estimating Relative Importance in Networks. In KDD, pages 266-275, 2003.
    • (2003) KDD , pp. 266-275
    • White, S.1    Smyth, P.2
  • 37
    • 79952376390 scopus 로고    scopus 로고
    • Patterns of Temporal Variation in Online Media
    • J. Yang and J. Leskovec. Patterns of Temporal Variation in Online Media. In WSDM, pages 177-186, 2011.
    • (2011) WSDM , pp. 177-186
    • Yang, J.1    Leskovec, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.