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Volumn , Issue , 2011, Pages 50-57

RF-REC: Fast and accurate computation of recommendations based on rating frequencies

Author keywords

Accuracy; Collaborative filtering; Computational efficiency; Evaluation; Recommender systems

Indexed keywords

ACCURACY; COLLABORATIVE FILTERING; CONSTANT TIME; EVALUATION; INCREMENTAL UPDATES; INFORMATION OVERLOADS; MATRIX; MATRIX FACTORIZATIONS; PERSONALIZED RECOMMENDATION; PREDICTIVE ACCURACY; RECOMMENDATION ALGORITHMS; SPARSE DATA SETS; STANDARD TESTS;

EID: 80455140216     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2011.24     Document Type: Conference Paper
Times cited : (19)

References (19)
  • 1
    • 33846226398 scopus 로고    scopus 로고
    • The moderating role of consumer and product characteristics on the value of customized on-line recommendations
    • December
    • R. Nikolaeva and S. Sriram, "The moderating role of consumer and product characteristics on the value of customized on-line recommendations, " Int. J. Electron. Commerce, vol. 11, pp. 101-123, December 2006.
    • (2006) Int. J. Electron. Commerce , vol.11 , pp. 101-123
    • Nikolaeva, R.1    Sriram, S.2
  • 3
    • 36448974150 scopus 로고    scopus 로고
    • Recommender systems and their impact on sales diversity
    • DOI 10.1145/1250910.1250939, EC'07 - Proceedings of the Eighth Annual Conference on Electronic Commerce
    • D. M. Fleder and K. Hosanagar, "Recommender systems and their impact on sales diversity," in Proceedings of the 8th ACM Conference on Electronic Commerce (EC'07), San Diego, California, USA, 2007, pp. 192-199. (Pubitemid 350164713)
    • (2007) EC'07 - Proceedings of the Eighth Annual Conference on Electronic Commerce , pp. 192-199
    • Fleder, D.M.1    Hosanagar, K.2
  • 6
    • 0037252945 scopus 로고    scopus 로고
    • Amazon.com recommendations: Item-to-item collaborative filtering
    • January
    • G. Linden, B. Smith, and J. York, "Amazon.com recommendations: Item-to-item collaborative filtering," IEEE Internet Computing, vol. 7, pp. 76-80, January 2003.
    • (2003) IEEE Internet Computing , vol.7 , pp. 76-80
    • Linden, G.1    Smith, B.2    York, J.3
  • 7
    • 0034960805 scopus 로고    scopus 로고
    • Information filtering: Overview of issues, research and systems
    • DOI 10.1023/A:1011196000674
    • U. Hanani, B. Shapira, and P. Shoval, "Information filtering: Overview of issues, research and systems," User Modeling and User-Adapted Interaction, vol. 11, pp. 203-259, August 2001. (Pubitemid 32594373)
    • (2001) User Modelling and User-Adapted Interaction , vol.11 , Issue.3 , pp. 203-259
    • Hanani, U.1    Shapira, B.2    Shoval, P.3
  • 8
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • DOI 10.1109/TKDE.2005.99
    • G. Adomavicius and A. Tuzhilin, "Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions," IEEE Transactions on Knowledge and Data Engineering, vol. 17, no. 6, pp. 734-749, June 2005. (Pubitemid 40860454)
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 10
    • 0031103679 scopus 로고    scopus 로고
    • Fab: Content-based, collaborative recommendation
    • March
    • M. Balabanovi and Y. Shoham, "Fab: Content-based, collaborative recommendation," Communications of the ACM, vol. 40, pp. 66-72, March 1997.
    • (1997) Communications of the ACM , vol.40 , pp. 66-72
    • Balabanovi, M.1    Shoham, Y.2
  • 12
    • 77955644905 scopus 로고    scopus 로고
    • Factor in the neighbors: Scalable and accurate collaborative filtering
    • January
    • Y. Koren, "Factor in the neighbors: Scalable and accurate collaborative filtering," ACM Transactions on Knowledge Discovery from Data, vol. 4, pp. 1:1-1:24, January 2010.
    • (2010) ACM Transactions on Knowledge Discovery from Data , vol.4 , pp. 11-124
    • Koren, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.