메뉴 건너뛰기




Volumn 2, Issue , 2014, Pages 564-572

Using collaborative filtering to overcome the curse of dimensionality when clustering users in a group recommender system

Author keywords

Clustering; Collaborative Filtering; Curse of Dimensionality; Group Recommendation; Prediction Accuracy

Indexed keywords

INFORMATION SYSTEMS;

EID: 84902308647     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (37)

References (27)
  • 6
    • 84864658220 scopus 로고    scopus 로고
    • From neighbors to global neighbors in collaborative filtering: An evolutionary optimization approach
    • ACM
    • Boumaza, A. M. and Brun, A. (2012). From neighbors to global neighbors in collaborative filtering: an evolutionary optimization approach. In Genetic and Evolutionary Computation Conference, GECCO '12, pages 345-352. ACM.
    • (2012) Genetic and Evolutionary Computation Conference, GECCO '12 , pp. 345-352
    • Boumaza, A.M.1    Brun, A.2
  • 8
    • 0002414638 scopus 로고
    • Synthesized clustering: A method for amalgamating alternative clustering bases with differential weighting of variables
    • DeSarbo,W. S., Carroll, J. D., Clark, L. A., and Green, P. E. (1984). Synthesized clustering: A method for amalgamating alternative clustering bases with differential weighting of variables. Psychometrika, 49(1):57-78.
    • (1984) Psychometrika , vol.49 , Issue.1 , pp. 57-78
    • Desarbo, W.S.1    Carroll, J.D.2    Clark, L.A.3    Green, P.E.4
  • 10
    • 1342323479 scopus 로고    scopus 로고
    • Fit-recommend ing tv programs to family members
    • Goren-Bar, D. and Glinansky, O. (2004). Fit-recommend ing tv programs to family members. Computers & Graphics, 28(2):149-156.
    • (2004) Computers & Graphics , vol.28 , Issue.2 , pp. 149-156
    • Goren-Bar, D.1    Glinansky, O.2
  • 11
    • 0000835955 scopus 로고    scopus 로고
    • Optimal gridclustering: Towards breaking the curse of dimensionality in high-dimensional clustering
    • Morgan Kaufmann Publishers Inc
    • Hinneburg, A. and Keim, D. A. (1999). Optimal gridclustering: Towards breaking the curse of dimensionality in high-dimensional clustering. In Proceedings of the 25th International Conference on Very Large Data Bases, VLDB '99, pages 506-517. Morgan Kaufmann Publishers Inc.
    • (1999) Proceedings of the 25th International Conference on Very Large Data Bases, VLDB '99 , pp. 506-517
    • Hinneburg, A.1    Keim, D.A.2
  • 14
    • 38849183481 scopus 로고    scopus 로고
    • Recommendation to groups
    • Springer-Verlag, Berlin, Heidelberg
    • Jameson, A. and Smyth, B. (2007). Recommendation to groups. In The adaptive web, pages 596-627. Springer-Verlag, Berlin, Heidelberg.
    • (2007) The Adaptive Web , pp. 596-627
    • Jameson, A.1    Smyth, B.2
  • 15
    • 34347228671 scopus 로고    scopus 로고
    • An entropy weighting k-means algorithm for subspace clustering of high-dimensional sparse data
    • Jing, L., Ng, M., and Huang, J. (2007). An entropy weighting k-means algorithm for subspace clustering of high-dimensional sparse data. Knowledge and Data Engineering, IEEE Transactions on, 19(8):1026-1041.
    • (2007) Knowledge and Data Engineering, IEEE Transactions on , vol.19 , Issue.8 , pp. 1026-1041
    • Jing, L.1    Ng, M.2    Huang, J.3
  • 16
    • 82255175649 scopus 로고    scopus 로고
    • Attribute selection-based recommendation framework for short-head user group: An empirical study by movielens and imdb
    • Jung, J. J. (2012). Attribute selection-based recommendation framework for short-head user group: An empirical study by movielens and imdb. Expert Systems with Applications, 39(4):4049-4054.
    • (2012) Expert Systems with Applications , vol.39 , Issue.4 , pp. 4049-4054
    • Jung, J.J.1
  • 18
    • 0035619721 scopus 로고    scopus 로고
    • Optimal variable weighting for ultrametric and additive trees and k-means partitioning: Methods and software
    • Makarenkov, V. and Legendre, P. (2001). Optimal variable weighting for ultrametric and additive trees and k-means partitioning: Methods and software. J. Classification, 18(2):245-271.
    • (2001) J. Classification , vol.18 , Issue.2 , pp. 245-271
    • Makarenkov, V.1    Legendre, P.2
  • 19
    • 82555203980 scopus 로고    scopus 로고
    • Group recommender systems: Combining individual models
    • Springer
    • Masthoff, J. (2011). Group recommender systems: Combining individual models. In Recommender Systems Handbook, pages 677-702. Springer.
    • (2011) Recommender Systems Handbook , pp. 677-702
    • Masthoff, J.1
  • 26
    • 0000962917 scopus 로고
    • Ovwtre: A program for optimal variable weighting for ultrametric and additive tree fitting
    • Soete, G. (1988). Ovwtre: A program for optimal variable weighting for ultrametric and additive tree fitting. Journal of Classification, 5(1):101-104.
    • (1988) Journal of Classification , vol.5 , Issue.1 , pp. 101-104
    • Soete, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.