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电子商务系统商品推荐方法浅析 被引量:6

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摘要 随着互联网的普及和电子商务的发展,商品推荐系统逐渐成为电子商务系统中的重要技术和研究内容之一,受到了越来越多研究者的关注,人们提出了各种商品推荐技术。文章详细的论述了各种推荐系统所采用的推荐技术及其优缺点,探讨电子商务系统的构成、研究内容、研究现状,分析了现有的推荐系统存在的缺陷和问题,最后讨论了电子商务中商品推荐系统面临的挑战和研究方向。
作者 方俊
出处 《大众科技》 2010年第8期36-37,共2页 Popular Science & Technology
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  • 1[1]Konstan J,Miller B,Maltz D,Herlocker J,Gordon L,Riedl J.GroupLens:Applying collaborative filtering to Usenet news[J].Communications of the ACM,40(3):77-C87,1997.
  • 2[2]Resnick and Varian.Recommender systems[J].Communications of the ACM,40(3):56-C58,1997.
  • 3[3]Schafer J B,Konstan J,Riedl J.Recommender systems in E-commerce'[A].In:EC '99:Proceedings of the First ACM Conference on Electronic Commerce[C],Denver,CO,1999.158-166.
  • 4[4]Tran T,Cohen R.Hybrid Recommender Systems for Electronic Commerce'[R].In Knowledge-Based Electronic Markets,Papers from the AAAI Workshop.AAAI Technical Report WS-00-04.pp.78-83.Menlo Park,CA:AAAI Press,2000.
  • 5Brccsc J, Hcchcrman D, Kadic C. Empirical analysis of predictive algorithms for collaborative filtering. In: Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence (UAI'98). 1998.43~52.
  • 6Goldberg D, Nichols D, Oki BM, Terry D. Using collaborative filtering to weave an information tapestry. Communications of the ACM, 1992,35(12):61~70.
  • 7Resnick P, lacovou N, Suchak M, Bergstrom P, Riedl J. Grouplens: An open architecture for collaborative filtering of netnews. In:Proceedings of the ACM CSCW'94 Conference on Computer-Supported Cooperative Work. 1994. 175~186.
  • 8Shardanand U, Mats P. Social information filtering: Algorithms for automating "Word of Mouth". In: Proceedings of the ACM CHI'95 Conference on Human Factors in Computing Systems. 1995. 210~217.
  • 9Hill W, Stead L, Rosenstein M, Furnas G. Recommending and evaluating choices in a virtual community of use. In: Proceedings of the CHI'95. 1995. 194~201.
  • 10Sarwar B, Karypis G, Konstan J, Riedl J. Item-Based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International World Wide Web Conference. 2001. 285~295.

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