메뉴 건너뛰기




Volumn , Issue , 2012, Pages 345-352

From neighbors to global neighbors in collaborative filtering: An evolutionary optimization approach

Author keywords

iterated local search; recommender systems

Indexed keywords

COLLABORATIVE FILTERING; COMBINATORIAL OPTIMIZATION PROBLEMS; DATA SETS; EVOLUTIONARY APPROACH; EVOLUTIONARY OPTIMIZATIONS; ITERATED LOCAL SEARCH; NEIGHBOR SELECTION;

EID: 84864658220     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2330163.2330214     Document Type: Conference Paper
Times cited : (6)

References (23)
  • 1
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art
    • G. Adomavicius and A. Tuzhilin. Toward the next generation of recommender systems: A survey of the state-of-the-art. IEEE transactions on knowledge and data engineering, 17(6):734-749, 2005.
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 3
    • 0031997369 scopus 로고    scopus 로고
    • Guided local search with shifting bottleneck for job shop scheduling
    • E. Balas and A. Vazacopoulos. Guided local search with shifting bottleneck for job shop scheduling. Management Science, 44(2):262-275, 1998.
    • (1998) Management Science , vol.44 , Issue.2 , pp. 262-275
    • Balas, E.1    Vazacopoulos, A.2
  • 4
    • 77952305016 scopus 로고    scopus 로고
    • A performance prediction approach to enhance collaborative filtering performance
    • A. Bellogín and P. Castells. A performance prediction approach to enhance collaborative filtering performance. In ECIR, pages 382-393, 2010.
    • (2010) ECIR , pp. 382-393
    • Bellogín, A.1    Castells, P.2
  • 5
    • 84864651177 scopus 로고    scopus 로고
    • Social recommendations: Mentor and leader detection to alleviate the cold-start problem in collaborative filtering
    • I. Ting et al, editor, IGI Global
    • A. Brun, S. Castagnos, and A. Boyer. Social recommendations: mentor and leader detection to alleviate the cold-start problem in collaborative filtering. In I. Ting et al, editor, Social Network Mining, Analysis and Research Trends: Techniques and Applications, pages 270-290. IGI Global, 2011.
    • (2011) Social Network Mining, Analysis and Research Trends: Techniques and Applications , pp. 270-290
    • Brun, A.1    Castagnos, S.2    Boyer, A.3
  • 7
    • 84865730611 scopus 로고
    • A set of measures of centrality based on betweenness
    • L. Freeman. A set of measures of centrality based on betweenness. Sociometry, 40:35-41, 1977.
    • (1977) Sociometry , vol.40 , pp. 35-41
    • Freeman, L.1
  • 9
    • 84976668719 scopus 로고
    • Using collaborative filtering to weave an information tapestry
    • D. Goldberg, D. Nichols, B. Oki, and D. Terry. Using collaborative filtering to weave an information tapestry. Communications of the ACM, 35(12):61-70, 1992.
    • (1992) Communications of the ACM , vol.35 , Issue.12 , pp. 61-70
    • Goldberg, D.1    Nichols, D.2    Oki, B.3    Terry, D.4
  • 11
    • 3042829247 scopus 로고    scopus 로고
    • An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms
    • J. Herlocker, J. Konstan, and J. Riedl. An empirical analysis of design choices in neighborhood-based collaborative filtering algorithms. Journal of Information Retrieval, 5(4):287-310, 2002.
    • (2002) Journal of Information Retrieval , vol.5 , Issue.4 , pp. 287-310
    • Herlocker, J.1    Konstan, J.2    Riedl, J.3
  • 13
    • 0003390495 scopus 로고    scopus 로고
    • Experimental analysis of heuristics for the STSP
    • A. P. G. Gutin, editor, Kluwer Academic Publishers
    • D. Johnson and L. McGeoch. Experimental analysis of heuristics for the STSP. In A. P. G. Gutin, editor, The Traveling Salesman Problem and Its Variations, pages 369-443. Kluwer Academic Publishers, 2002.
    • (2002) The Traveling Salesman Problem and Its Variations , pp. 369-443
    • Johnson, D.1    McGeoch, L.2
  • 14
    • 77955644905 scopus 로고    scopus 로고
    • Factor in the neighbors: Scalable and accurate collaborative filtering
    • Y. Koren. Factor in the neighbors: Scalable and accurate collaborative filtering. Transactions on Knowledge Discovery from Data, 4(1):1-24, 2010.
    • (2010) Transactions on Knowledge Discovery from Data , vol.4 , Issue.1 , pp. 1-24
    • Koren, Y.1
  • 17
    • 85052617391 scopus 로고    scopus 로고
    • Item-based collaborative filtering recommendation algorithms
    • B. M. Sarwar, G. Karypis, J. Konstan, and J. Reidl. Item-based collaborative filtering recommendation algorithms. In World Wide Web, pages 285-295, 2001.
    • (2001) World Wide Web , pp. 285-295
    • Sarwar, B.M.1    Karypis, G.2    Konstan, J.3    Reidl, J.4
  • 18
    • 33747014280 scopus 로고    scopus 로고
    • Iterated local search for the quadratic assignment problem
    • T. Stützle. Iterated local search for the quadratic assignment problem. European Journal of Operational Research, 174(3):1519-1539, 2006.
    • (2006) European Journal of Operational Research , vol.174 , Issue.3 , pp. 1519-1539
    • Stützle, T.1
  • 19
    • 77954418047 scopus 로고    scopus 로고
    • A survey of collaborative filtering techniques
    • Jan. 2009
    • X. Su and T. Khoshgoftaar. A survey of collaborative filtering techniques. Adv. in Artif. Intell., 2009:4:2, Jan. 2009.
    • (2009) Adv. in Artif. Intell. , vol.4 , pp. 2
    • Su, X.1    Khoshgoftaar, T.2
  • 20
    • 64149121935 scopus 로고    scopus 로고
    • Scalable collaborative filtering approaches for large recommender systems
    • G. Takács, I. Pilászy, B. Németh, and D. Tikk. Scalable collaborative filtering approaches for large recommender systems. JMLR, 10:623-656, 2009.
    • (2009) JMLR , vol.10 , pp. 623-656
    • Takács, G.1    Pilászy, I.2    Németh, B.3    Tikk, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.