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Volumn , Issue , 2014, Pages 1187-1198

Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS;

EID: 84904367424     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2588555.2610509     Document Type: Conference Paper
Times cited : (463)

References (24)
  • 1
    • 26244461684 scopus 로고    scopus 로고
    • Clustering with bregman divergences
    • A. Banerjee, S. Merugu, I. S. Dhillon, and J. Ghosh. Clustering with bregman divergences. JMLR, 6:1705-1749, 2005.
    • (2005) JMLR , vol.6 , pp. 1705-1749
    • Banerjee, A.1    Merugu, S.2    Dhillon, I.S.3    Ghosh, J.4
  • 3
    • 79955068748 scopus 로고    scopus 로고
    • Probabilistic models to reconcile complex data from inaccurate data sources
    • L. Blanco, V. Crescenzi, P. Merialdo, and P. Papotti. Probabilistic models to reconcile complex data from inaccurate data sources. In Proc. of CAiSE, pages 83-97, 2010.
    • (2010) Proc. of CAiSE , pp. 83-97
    • Blanco, L.1    Crescenzi, V.2    Merialdo, P.3    Papotti, P.4
  • 4
    • 77953166263 scopus 로고    scopus 로고
    • Conflict handling strategies in an integrated information system
    • J. Bleiholder and F. Naumann. Conflict handling strategies in an integrated information system. In Proc. of IIWeb, 2006.
    • (2006) Proc. of IIWeb
    • Bleiholder, J.1    Naumann, F.2
  • 8
    • 54449096880 scopus 로고    scopus 로고
    • An approach to evaluate data trustworthiness based on data provenance
    • C. Dai, D. Lin, E. Bertino, and M. Kantarcioglu. An approach to evaluate data trustworthiness based on data provenance. In Proc. of SDM, pages 82-98, 2008.
    • (2008) Proc. of SDM , pp. 82-98
    • Dai, C.1    Lin, D.2    Bertino, E.3    Kantarcioglu, M.4
  • 9
    • 77954322933 scopus 로고    scopus 로고
    • Integrating conflicting data: The role of source dependence
    • X. L. Dong, L. Berti-Equille, and D. Srivastava. Integrating conflicting data: The role of source dependence. PVLDB, 2(1):550-561, 2009.
    • (2009) PVLDB , vol.2 , Issue.1 , pp. 550-561
    • Dong, X.L.1    Berti-Equille, L.2    Srivastava, D.3
  • 10
    • 84863067746 scopus 로고    scopus 로고
    • Data fusion: Resolving data conflicts for integration
    • X. L. Dong and F. Naumann. Data fusion: Resolving data conflicts for integration. PVLDB, 2(2):1654-1655, 2009.
    • (2009) PVLDB , vol.2 , Issue.2 , pp. 1654-1655
    • Dong, X.L.1    Naumann, F.2
  • 11
  • 13
    • 84861748292 scopus 로고    scopus 로고
    • A decision-theoretic framework for numerical attribute value reconciliation
    • Z. Jiang. A decision-theoretic framework for numerical attribute value reconciliation. TKDE, 24(7):1153-1169, 2012.
    • (2012) TKDE , vol.24 , Issue.7 , pp. 1153-1169
    • Jiang, Z.1
  • 14
    • 79952398813 scopus 로고    scopus 로고
    • Cobayes: Bayesian knowledge corroboration with assessors of unknown areas of expertise
    • G. Kasneci, J. V. Gael, D. H. Stern, and T. Graepel. Cobayes: Bayesian knowledge corroboration with assessors of unknown areas of expertise. In Proc. of WSDM, pages 465-474, 2011.
    • (2011) Proc. of WSDM , pp. 465-474
    • Kasneci, G.1    Gael, J.V.2    Stern, D.H.3    Graepel, T.4
  • 16
    • 84860851182 scopus 로고    scopus 로고
    • Corroborating information from web sources
    • A. Marian and M. Wu. Corroborating information from web sources. IEEE Data Engineering Bulletin, 34(3):11-17, 2011.
    • (2011) IEEEData Engineering Bulletin , vol.34 , Issue.3 , pp. 11-17
    • Marian, A.1    Wu, M.2
  • 18
    • 84863758571 scopus 로고    scopus 로고
    • Making better informed trust decisions with generalized fact-finding
    • J. Pasternack and D. Roth. Making better informed trust decisions with generalized fact-finding. In Proc. of IJCAI, pages 2324-2329, 2011.
    • (2011) Proc. of IJCAI , pp. 2324-2329
    • Pasternack, J.1    Roth, D.2
  • 19
    • 84892655060 scopus 로고    scopus 로고
    • Mining collective intelligence in diverse groups
    • G.-J. Qi, C. C. Aggarwal, J. Han, and T. Huang. Mining collective intelligence in diverse groups. In Proc. of WWW, pages 1041-1052, 2013.
    • (2013) Proc. of WWW , pp. 1041-1052
    • Qi, G.-J.1    Aggarwal, C.C.2    Han, J.3    Huang, T.4
  • 20
    • 0035533631 scopus 로고    scopus 로고
    • Convergence of a block coordinate descent method for nondifferentiable minimization
    • P. Tseng. Convergence of a block coordinate descent method for nondifferentiable minimization. JOTA, 109(3):475-494, 2001.
    • (2001) JOTA , vol.109 , Issue.3 , pp. 475-494
    • Tseng, P.1
  • 21
    • 80052673186 scopus 로고    scopus 로고
    • Content-driven trust propagation framework
    • V. Vydiswaran, C. Zhai, and D. Roth. Content-driven trust propagation framework. In Proc. of KDD, pages 974-982, 2011.
    • (2011) Proc. of KDD , pp. 974-982
    • Vydiswaran, V.1    Zhai, C.2    Roth, D.3
  • 22
    • 36849093958 scopus 로고    scopus 로고
    • Truth discovery with multiple conflicting information providers on the web
    • X. Yin, J. Han, and P. S. Yu. Truth discovery with multiple conflicting information providers on the web. In Proc. of KDD, pages 1048-1052, 2007.
    • (2007) Proc. of KDD , pp. 1048-1052
    • Yin, X.1    Han, J.2    Yu, P.S.3
  • 23
    • 84904331513 scopus 로고    scopus 로고
    • A probabilistic model for estimating real-valued truth from conflicting sources
    • B. Zhao and J. Han. A probabilistic model for estimating real-valued truth from conflicting sources. In Proc. of QDB, 2012.
    • (2012) Proc. of QDB
    • Zhao, B.1    Han, J.2
  • 24
    • 84863769781 scopus 로고    scopus 로고
    • A bayesian approach to discovering truth from conflicting sources for data integration
    • B. Zhao, B. I. P. Rubinstein, J. Gemmell, and J. Han. A bayesian approach to discovering truth from conflicting sources for data integration. PVLDB, 5(6):550-561, 2012.
    • (2012) PVLDB , vol.5 , Issue.6 , pp. 550-561
    • Zhao, B.1    Rubinstein, B.I.P.2    Gemmell, J.3    Han, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.