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Volumn 72, Issue , 2012, Pages 239-256

Arbitrarily distributed data-based recommendations with privacy

Author keywords

Accuracy; Arbitrarily distributed data; Collaborative filtering; Data mining; Privacy

Indexed keywords

ACCURACY; CENTRAL SERVERS; COLLABORATIVE FILTERING; COLLABORATIVE FILTERING SYSTEMS; DISTRIBUTED DATA; E-COMMERCE SITES; LEGAL ISSUES; ON-LINE PERFORMANCE; PRIVACY CONCERNS; REAL DATA SETS;

EID: 84855208618     PISSN: 0169023X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.datak.2011.11.002     Document Type: Article
Times cited : (45)

References (43)
  • 5
    • 47849096182 scopus 로고    scopus 로고
    • Using error-correcting dependencies for collaborative filtering
    • G. Bogdanova, and T. Georgieva Using error-correcting dependencies for collaborative filtering Data & Knowledge Engineering 66 2008 402 413
    • (2008) Data & Knowledge Engineering , vol.66 , pp. 402-413
    • Bogdanova, G.1    Georgieva, T.2
  • 6
    • 80052797340 scopus 로고    scopus 로고
    • I trust not therefore it must be risky: Determinants of the perceived risks of disclosing personal data for e-government transactions
    • A. Beldad, M. de Jong, and M. Steehouder I trust not therefore it must be risky: determinants of the perceived risks of disclosing personal data for e-government transactions Computers in Human Behavior 27 2011 2233 2242
    • (2011) Computers in Human Behavior , vol.27 , pp. 2233-2242
    • Beldad, A.1    De Jong, M.2    Steehouder, M.3
  • 7
    • 33846830000 scopus 로고    scopus 로고
    • A privacy-preserving clustering approach toward secure and effective data analysis for business collaboration
    • DOI 10.1016/j.cose.2006.08.003, PII S0167404806001222
    • S.R.M. Oliveira, and O.R. Zaïane A privacy-preserving clustering approach toward secure and effective data analysis for business collaboration Computers & Security 26 2007 81 93 (Pubitemid 46216492)
    • (2007) Computers and Security , vol.26 , Issue.1 , pp. 81-93
    • Oliveira, S.R.M.1    Zaiane, O.R.2
  • 9
    • 32344446366 scopus 로고    scopus 로고
    • Privacy-preserving distributed k-means clustering over arbitrarily partitioned data
    • DOI 10.1145/1081870.1081942, KDD-2005 - Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
    • G. Jagannathan, and R.N. Wright Privacy-preserving distributed k-means clustering over arbitrarily partitioned data Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining 2005 ACM Chicago, Illinois, USA 593 599 (Pubitemid 43218325)
    • (2005) Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 593-599
    • Jagannathan, G.1    Wright, R.N.2
  • 11
    • 84855235661 scopus 로고    scopus 로고
    • Privacy preserving back-propagation neural network learning over arbitrarily partitioned data
    • A. Bansal, T. Chen, and S. Zhong Privacy preserving back-propagation neural network learning over arbitrarily partitioned data Neural Computing & Applications 2010 1 8
    • (2010) Neural Computing & Applications , pp. 1-8
    • Bansal, A.1    Chen, T.2    Zhong, S.3
  • 13
    • 79955922899 scopus 로고    scopus 로고
    • Reliable representations for association rules
    • Y. Xu, Y. Li, and G. Shaw Reliable representations for association rules Data & Knowledge Engineering 70 2011 555 575
    • (2011) Data & Knowledge Engineering , vol.70 , pp. 555-575
    • Xu, Y.1    Li, Y.2    Shaw, G.3
  • 18
  • 19
    • 59149087052 scopus 로고    scopus 로고
    • Privacy-preserving naive Bayes classification on distributed data via semi-trusted mixers
    • X. Yi, and Y. Zhang Privacy-preserving naive Bayes classification on distributed data via semi-trusted mixers Information Systems 34 2009 371 380
    • (2009) Information Systems , vol.34 , pp. 371-380
    • Yi, X.1    Zhang, Y.2
  • 20
    • 34548668665 scopus 로고    scopus 로고
    • Privacy preserving clustering on horizontally partitioned data
    • DOI 10.1016/j.datak.2007.03.015, PII S0169023X0700047X
    • A. Inan, S.V. Kaya, Y. Saygin, E. Savas, A.A. Hintoglu, and A. Levi Privacy preserving clustering on horizontally partitioned data Data & Knowledge Engineering 63 2007 646 666 (Pubitemid 47418333)
    • (2007) Data and Knowledge Engineering , vol.63 , Issue.3 , pp. 646-666
    • Inan, A.1    Kaya, S.V.2    Saygin, Y.3    Savas, E.4    Hintoglu, A.A.5    Levi, A.6
  • 21
    • 50049100629 scopus 로고    scopus 로고
    • Data privacy protection in multi-party clustering
    • W. Yang, and S. Huang Data privacy protection in multi-party clustering Data & Knowledge Engineering 67 2008 185 199
    • (2008) Data & Knowledge Engineering , vol.67 , pp. 185-199
    • Yang, W.1    Huang, S.2
  • 22
    • 34447254993 scopus 로고    scopus 로고
    • Privacy preserving decision tree learning over multiple parties
    • DOI 10.1016/j.datak.2007.02.004, PII S0169023X07000365
    • F. Emekci, O.D. Sahin, D. Agrawal, and A. El Abbadi Privacy preserving decision tree learning over multiple parties Data & Knowledge Engineering 63 2007 348 361 (Pubitemid 47048431)
    • (2007) Data and Knowledge Engineering , vol.63 , Issue.2 , pp. 348-361
    • Emekci, F.1    Sahin, O.D.2    Agrawal, D.3    El Abbadi, A.4
  • 24
    • 4544361334 scopus 로고    scopus 로고
    • Privacy-preserving distributed mining of association rules on horizontally partitioned data
    • M. Kantarcioglu, and C. Clifton Privacy-preserving distributed mining of association rules on horizontally partitioned data IEEE Transactions on Knowledge and Data Engineering 16 2004 1026 1037
    • (2004) IEEE Transactions on Knowledge and Data Engineering , vol.16 , pp. 1026-1037
    • Kantarcioglu, M.1    Clifton, C.2
  • 25
    • 36649021409 scopus 로고    scopus 로고
    • Distributed prediction from vertically partitioned data
    • DOI 10.1016/j.jpdc.2007.07.009, PII S0743731507001396
    • D.B. Skillicorn, and S.M. McConnell Distributed prediction from vertically partitioned data Journal of Parallel and Distributed Computing 68 2008 16 36 (Pubitemid 350198790)
    • (2008) Journal of Parallel and Distributed Computing , vol.68 , Issue.1 , pp. 16-36
    • Skillicorn, D.B.1    McConnell, S.M.2
  • 26
    • 33748166922 scopus 로고    scopus 로고
    • Association rules mining in vertically partitioned databases
    • DOI 10.1016/j.datak.2005.09.001, PII S0169023X05001461, Sixth ACM International Workshop on WEb Information and Data Management
    • B. Rozenberg, and E. Gudes Association rules mining in vertically partitioned databases Data & Knowledge Engineering 59 2006 378 396 (Pubitemid 44311224)
    • (2006) Data and Knowledge Engineering , vol.59 , Issue.2 , pp. 378-396
    • Rozenberg, B.1    Gudes, E.2
  • 27
    • 34447285506 scopus 로고    scopus 로고
    • Privacy-preserving distributed association rule mining via semi-trusted mixer
    • DOI 10.1016/j.datak.2007.04.001, PII S0169023X07000638
    • X. Yi, and Y. Zhang Privacy-preserving distributed association rule mining via semi-trusted mixer Data & Knowledge Engineering 63 2007 550 567 (Pubitemid 47048440)
    • (2007) Data and Knowledge Engineering , vol.63 , Issue.2 , pp. 550-567
    • Yi, X.1    Zhang, Y.2
  • 29
    • 84855212547 scopus 로고    scopus 로고
    • Multi-party privacy-preserving decision trees for arbitrarily partitioned data
    • S. Han, and W.K. Ng Multi-party privacy-preserving decision trees for arbitrarily partitioned data International Journal of Intelligent Control and Systems 12 2007 351 358
    • (2007) International Journal of Intelligent Control and Systems , vol.12 , pp. 351-358
    • Han, S.1    Ng, W.K.2
  • 34
    • 33646430013 scopus 로고    scopus 로고
    • Privacy-Preserving Collaborative Filtering on Vertically Partitioned Data
    • A. Jorge, L. Torgo, P. Brazdil, R. Camacho, J. Gama, Springer Berlin / Heidelberg
    • H. Polat, and W. Du Privacy-Preserving Collaborative Filtering on Vertically Partitioned Data A. Jorge, L. Torgo, P. Brazdil, R. Camacho, J. Gama, Knowledge Discovery in Databases: PKDD 2005 2005 Springer Berlin / Heidelberg 651 658
    • (2005) Knowledge Discovery in Databases: PKDD 2005 , pp. 651-658
    • Polat, H.1    Du, W.2
  • 35
    • 38049132703 scopus 로고    scopus 로고
    • Providing naïve Bayesian classifier-based private recommendations on partitioned data
    • C. Kaleli, and H. Polat Providing naïve Bayesian classifier-based private recommendations on partitioned data Lecture Notes in Computer Science 4702 2007 515 522
    • (2007) Lecture Notes in Computer Science , vol.4702 , pp. 515-522
    • Kaleli, C.1    Polat, H.2
  • 37
    • 84855567046 scopus 로고    scopus 로고
    • Privacy-preserving hybrid collaborative filtering on cross distributed data
    • DOI: 10.1007/s10115-011-0395-3, in press
    • I. Yakut, H. Polat, Privacy-preserving hybrid collaborative filtering on cross distributed data, Knowledge and Information Systems, DOI: 10.1007/s10115-011-0395-3, in press.
    • Knowledge and Information Systems
    • Yakut, I.1    Polat, H.2
  • 38
    • 84942550998 scopus 로고    scopus 로고
    • Public key cryptosystems based on composite degree residuosity classes
    • P. Paillier Public key cryptosystems based on composite degree residuosity classes Lecture Notes in Computer Science 1592 1999 223 238
    • (1999) Lecture Notes in Computer Science , vol.1592 , pp. 223-238
    • Paillier, P.1
  • 40
    • 0002549585 scopus 로고    scopus 로고
    • Eigentaste: A Constant Time Collaborative Filtering Algorithm
    • DOI 10.1023/A:1011419012209
    • K. Goldberg, T. Roeder, D. Gupta, and C. Perkins Eigentaste: a constant time collaborative filtering algorithm Information Retrieval 4 2001 133 151 (Pubitemid 33636930)
    • (2001) Information Retrieval , vol.4 , Issue.2 , pp. 133-151
    • Goldberg, K.1    Roeder, T.2    Gupta, D.3    Perkins, C.4
  • 42
    • 84855235289 scopus 로고    scopus 로고
    • http://www.grouplens.org 2010
    • (2010)
  • 43
    • 0010279656 scopus 로고    scopus 로고
    • Application of dimensionality reduction in recommender systems-a case study
    • B. Sarwar, G. Karypis, J. Konstan, and J. Riedl Application of dimensionality reduction in recommender systems-a case study In ACM WebKDD Workshop 2000
    • (2000) ACM WebKDD Workshop
    • Sarwar, B.1    Karypis, G.2    Konstan, J.3    Riedl, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.